{
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      "title": "Dubai's aesthetic clinics — Does GPT-4o (web)'s closing caution effectively invalidate its own trust taxonomy for UAE aesthetic clinics?",
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        "label": "DNC Lens"
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the UAE luxury medical aesthetic clinics market is framed as a trust landscape where visibility and digital…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
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        "surface": null,
        "query": null
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          "end": "2026-10-12"
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        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Does GPT-4o (web)'s closing caution effectively invalidate its own trust taxonomy for UAE aesthetic clinics? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-web-october-12-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Does GPT-4o (web)'s closing caution effectively invalidate its own trust taxonomy for UAE aesthetic clinics?.\" The Observatory, observed October 12, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-web-october-12-2026.",
        "plain": "According to The Observatory (observed October 12, 2026), Dubai's aesthetic clinics — Does GPT-4o (web)'s closing caution effectively invalidate its own trust taxonomy for UAE aesthetic clinics?. https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-web-october-12-2026"
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      "id": "card:aesthetic-clinics-istanbul-gpt-4o-web-october-12-2026",
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      "title": "Istanbul's aesthetic clinics — Can a two-URL evidence base support a four-tier trust map?",
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the Istanbul luxury medical aesthetic clinics market is framed as a trust hierarchy where only two named…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
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          "end": "2026-10-12"
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        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — Can a two-URL evidence base support a four-tier trust map? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-web-october-12-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — Can a two-URL evidence base support a four-tier trust map?.\" The Observatory, observed October 12, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-web-october-12-2026.",
        "plain": "According to The Observatory (observed October 12, 2026), Istanbul's aesthetic clinics — Can a two-URL evidence base support a four-tier trust map?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-web-october-12-2026"
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      "id": "card:aesthetic-clinics-london-gpt-4o-web-october-12-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-october-12-2026",
      "title": "London's aesthetic clinics — GPT-4o (web) knows its visibility bias — so why doesn't it fix it?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the London luxury medical aesthetic clinics market is framed as a trust hierarchy constructed primarily from…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
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          "end": "2026-10-12"
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        "apa": "The Observatory. (2026). London's aesthetic clinics — GPT-4o (web) knows its visibility bias — so why doesn't it fix it? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-october-12-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — GPT-4o (web) knows its visibility bias — so why doesn't it fix it?.\" The Observatory, observed October 12, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-october-12-2026.",
        "plain": "According to The Observatory (observed October 12, 2026), London's aesthetic clinics — GPT-4o (web) knows its visibility bias — so why doesn't it fix it?. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-october-12-2026"
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      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-web-october-12-2026",
      "title": "Seoul's aesthetic clinics — Who actually regulates Seoul's luxury aesthetic clinics — and why won't GPT-4o (web) name them?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the Seoul luxury medical aesthetic clinic market is framed as a trust landscape where visibility signals…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
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      "dates": {
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          "start": "2026-10-12",
          "end": "2026-10-12"
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        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — Who actually regulates Seoul's luxury aesthetic clinics — and why won't GPT-4o (web) name them? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-web-october-12-2026",
        "mla": "The Observatory. \"Seoul's aesthetic clinics — Who actually regulates Seoul's luxury aesthetic clinics — and why won't GPT-4o (web) name them?.\" The Observatory, observed October 12, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-web-october-12-2026.",
        "plain": "According to The Observatory (observed October 12, 2026), Seoul's aesthetic clinics — Who actually regulates Seoul's luxury aesthetic clinics — and why won't GPT-4o (web) name them?. https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-web-october-12-2026"
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      "id": "card:aesthetic-clinics-singapore-gpt-4o-web-october-12-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-web-october-12-2026",
      "title": "Singapore's aesthetic clinics — Does GPT-4o (web)'s closing caution invalidate its own trust rankings?",
      "family": {
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, trust in Singapore's luxury medical aesthetic clinic market is framed as a function of brand visibility…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-12",
          "end": "2026-10-12"
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        "apa": "The Observatory. (2026). Singapore's aesthetic clinics — Does GPT-4o (web)'s closing caution invalidate its own trust rankings? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-web-october-12-2026",
        "mla": "The Observatory. \"Singapore's aesthetic clinics — Does GPT-4o (web)'s closing caution invalidate its own trust rankings?.\" The Observatory, observed October 12, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-web-october-12-2026.",
        "plain": "According to The Observatory (observed October 12, 2026), Singapore's aesthetic clinics — Does GPT-4o (web)'s closing caution invalidate its own trust rankings?. https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-web-october-12-2026"
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    {
      "id": "card:aesthetic-clinics-tokyo-gpt-4o-web-october-12-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-web-october-12-2026",
      "title": "Tokyo's aesthetic clinics — Is GPT-4o (web)'s trust repair advice just 'become more visible' — and does that actually help patients?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the Tokyo luxury medical aesthetic clinics market is framed as a visibility-driven trust landscape where…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
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      "dates": {
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          "end": "2026-10-12"
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      "citation": {
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        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — Is GPT-4o (web)'s trust repair advice just 'become more visible' — and does that actually help patients? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-web-october-12-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — Is GPT-4o (web)'s trust repair advice just 'become more visible' — and does that actually help patients?.\" The Observatory, observed October 12, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-web-october-12-2026.",
        "plain": "According to The Observatory (observed October 12, 2026), Tokyo's aesthetic clinics — Is GPT-4o (web)'s trust repair advice just 'become more visible' — and does that actually help patients?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-web-october-12-2026"
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      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
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    },
    {
      "id": "card:aesthetic-clinics-istanbul-ai-overview-control-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-october-5-11-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Istanbul market across the 7-run window October 5–11, 2026, at 24.82%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-13"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-october-5-11-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-october-5-11-2026"
      },
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-ai-overview-control-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-october-5-11-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics London market across the 7-run window October 5–11, 2026, recording 26.26% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-13"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-october-5-11-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-ai-overview-control-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-october-5-11-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on this market across the 7-run window from October 5–11, 2026, recording 19.85% of all AI Overview openings observed on the top-10 opening-control panel for Luxury Medical Aesthetic Clinics Los Angeles.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-13"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-october-5-11-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-ai-overview-control-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-october-5-11-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics New York market across the 7-run window October 5–11, 2026, recording 25.23% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-13"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-october-5-11-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-ai-overview-control-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-october-5-11-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Seoul market across the 7-run window October 5–11, 2026, at 23.28%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-october-5-11-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-ai-overview-control-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-october-5-11-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on this market across the observation period of October 5–11, 2026, at 23.49%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-october-5-11-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-ai-overview-control-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-october-5-11-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics South Florida market across the 7-run window October 5–11, 2026, recording 30.47% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-13"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-october-5-11-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-ai-overview-control-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-october-5-11-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Tokyo market across the 7-run window from October 5–11, 2026, recording 26.67% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-october-5-11-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-ai-overview-control-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-october-5-11-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics UAE market across the 7-run window October 5–11, 2026, recording 31.39% of all AI Overview openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-13"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-october-5-11-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-organic-ranking-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-october-5-11-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "whatclinic.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Istanbul surface across the 7-run observation period (October 5–11, 2026), with 32.63% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-october-5-11-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-organic-ranking-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-october-5-11-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Instagram most often holds the top organic position on the Luxury Medical Aesthetic Clinics London surface across 7 comparable scheduled runs in the October 5–11, 2026 window, recording 38.22% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-october-5-11-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-organic-ranking-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-october-5-11-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs from October 5–11, 2026, yelp.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Los Angeles panel, with 56.73% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-october-5-11-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-organic-ranking-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-october-5-11-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from October 5–11, 2026, yelp.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics New York panel, recording 40.48% observed presence (seen on % of queries) as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-october-5-11-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-organic-ranking-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-october-5-11-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "reddit.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Seoul panel across 7 comparable scheduled runs (October 5–11, 2026), recording 45.60% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-11"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-october-5-11-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-organic-ranking-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-october-5-11-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Instagram most often holds the top organic position on the Luxury Medical Aesthetic Clinics Singapore panel across 7 comparable scheduled runs (October 5–11, 2026), with 34.92% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-11"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-october-5-11-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-october-5-11-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-october-5-11-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-october-5-11-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-october-5-11-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-october-5-11-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-organic-ranking-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-october-5-11-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Instagram most often holds the top organic position on the Luxury Medical Aesthetic Clinics South Florida panel across 7 comparable scheduled runs (October 5–11, 2026), recording 42.03% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-october-5-11-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-october-5-11-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-october-5-11-2026&format=bib",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-organic-ranking-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-october-5-11-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Tokyo panel across 7 comparable scheduled runs (October 5–11, 2026), with 54.17% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-11"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-october-5-11-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-october-5-11-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-october-5-11-2026&format=ris",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-organic-ranking-october-5-11-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-october-5-11-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Instagram most often holds the top organic position on the observed organic surface for Luxury Medical Aesthetic Clinics UAE across the 7-run window from October 5–11, 2026, recording 49.60% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-11"
        },
        "published": "2026-10-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-october-5-11-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed October 5–11, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-october-5-11-2026.",
        "plain": "According to The Observatory (observed October 5–11, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-october-5-11-2026"
      },
      "formats": {
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-claude-vs-google-october-5-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-vs-google-october-5-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — How does Google AI Mode categorize actors in the South Florida luxury medical aesthetic market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of the South Florida luxury medical aesthetic clinic market, with Claude Sonnet 4.6…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-05"
        },
        "published": "2026-10-11"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — How does Google AI Mode categorize actors in the South Florida luxury medical aesthetic market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-vs-google-october-5-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — How does Google AI Mode categorize actors in the South Florida luxury medical aesthetic market?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-vs-google-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), Aesthetic clinics in Miami / Palm Beach — How does Google AI Mode categorize actors in the South Florida luxury medical aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-vs-google-october-5-2026"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-claude-vs-google-october-5-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-claude-vs-google-october-5-2026&format=csl",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-vs-google-october-5-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-google-ai-mode-web-october-5-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-google-ai-mode-web-october-5-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — If the fix for AI blind spots is better prompts, who bears the burden of knowing what to ask?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Google AI Mode (deep-search) reading, standard AI explanations of South Florida's luxury medical aesthetic clinic market are framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-05"
        },
        "published": "2026-10-09"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — If the fix for AI blind spots is better prompts, who bears the burden of knowing what to ask? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-google-ai-mode-web-october-5-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — If the fix for AI blind spots is better prompts, who bears the burden of knowing what to ask?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-google-ai-mode-web-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), Aesthetic clinics in Miami / Palm Beach — If the fix for AI blind spots is better prompts, who bears the burden of knowing what to ask?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-google-ai-mode-web-october-5-2026"
      },
      "formats": {
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-october-5-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-october-5-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Is Claude Sonnet 4.6 (native) penalising South Florida's most exclusive clinics for being exclusive?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, the South Florida luxury medical aesthetics trust landscape is framed as structurally skewed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-05"
        },
        "published": "2026-10-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Is Claude Sonnet 4.6 (native) penalising South Florida's most exclusive clinics for being exclusive? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-october-5-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Is Claude Sonnet 4.6 (native) penalising South Florida's most exclusive clinics for being exclusive?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), Aesthetic clinics in Miami / Palm Beach — Is Claude Sonnet 4.6 (native) penalising South Florida's most exclusive clinics for being exclusive?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-october-5-2026"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-october-5-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-october-5-2026&format=csl",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-claude-sonnet-4-6-native-october-5-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-native-october-5-2026",
      "title": "Dubai's aesthetic clinics — Does Claude Sonnet 4.6 trust a Dubai clinic more if it sounds like it belongs in Harley Street?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, the UAE luxury medical aesthetic clinic market is framed as a visibility-distorted trust…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-05"
        },
        "published": "2026-10-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Does Claude Sonnet 4.6 trust a Dubai clinic more if it sounds like it belongs in Harley Street? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-native-october-5-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Does Claude Sonnet 4.6 trust a Dubai clinic more if it sounds like it belongs in Harley Street?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-native-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), Dubai's aesthetic clinics — Does Claude Sonnet 4.6 trust a Dubai clinic more if it sounds like it belongs in Harley Street?. https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-native-october-5-2026"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-claude-sonnet-4-6-native-october-5-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-claude-sonnet-4-6-native-october-5-2026&format=csl",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-google-ai-mode-web-october-5-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-google-ai-mode-web-october-5-2026",
      "title": "Dubai's aesthetic clinics — Is this a market intelligence report or a GEO sales funnel dressed as analysis?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Google AI Mode (deep-search) reading, the UAE luxury medical aesthetic clinic market is framed as a hospitality-driven…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-10-05",
          "end": "2026-10-05"
        },
        "published": "2026-10-09"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Is this a market intelligence report or a GEO sales funnel dressed as analysis? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-google-ai-mode-web-october-5-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Is this a market intelligence report or a GEO sales funnel dressed as analysis?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-google-ai-mode-web-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), Dubai's aesthetic clinics — Is this a market intelligence report or a GEO sales funnel dressed as analysis?. https://theobservatory.io/articles/aesthetic-clinics-dubai-google-ai-mode-web-october-5-2026"
      },
      "formats": {
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      "title": "Dubai's aesthetic clinics — Which actors does Claude Sonnet 4.6 identify in the UAE market?",
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        "vertical": "aesthetic-clinics",
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      "summary": "In this Google AI Mode (deep-search) reading, Istanbul's luxury medical aesthetic market is framed as a structurally mature…",
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        "vertical": "aesthetic-clinics",
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        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — In Google AI Mode (deep-search)'s Istanbul, who enforces the rules — and does anyone? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-google-ai-mode-web-october-5-2026",
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        "plain": "According to The Observatory (observed October 5, 2026), Istanbul's aesthetic clinics — In Google AI Mode (deep-search)'s Istanbul, who enforces the rules — and does anyone?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-google-ai-mode-web-october-5-2026"
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      "title": "Istanbul's aesthetic clinics — What trust infrastructure in Istanbul's luxury aesthetic market is Claude Sonnet 4.6 (native) structurally blind to?",
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      "summary": "In this Claude Sonnet 4.6 (native) reading, Istanbul's luxury medical aesthetic clinic market is framed as a documentation and legibility…",
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        "plain": "According to The Observatory (observed October 5, 2026), Istanbul's aesthetic clinics — What trust infrastructure in Istanbul's luxury aesthetic market is Claude Sonnet 4.6 (native) structurally blind to?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-sonnet-4-6-native-october-5-2026"
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      "title": "Istanbul's aesthetic clinics — Which actors are considered elite in Istanbul's luxury aesthetic market?",
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      "publisher": "The Observatory",
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      "summary": "The two models diverge significantly in their framing of trust and seriousness signals in Istanbul's luxury medical aesthetic clinics…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
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        "mla": "The Observatory. \"Istanbul's aesthetic clinics — Which actors are considered elite in Istanbul's luxury aesthetic market?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-vs-google-october-5-2026.",
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      "title": "London's aesthetic clinics — How do specific clinics fit into the tiered structure of the market?",
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        "label": "Model Watch"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of the London luxury medical aesthetic clinic market, with Claude Sonnet 4.6 focusing…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
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        "mla": "The Observatory. \"London's aesthetic clinics — How do specific clinics fit into the tiered structure of the market?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-claude-vs-google-october-5-2026.",
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      "title": "London's aesthetic clinics — Is 'algorithmically visible' a real market tier, or is the model describing its own ranking logic?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Google AI Mode (deep-search) reading, the London luxury medical aesthetic clinic market is framed as a risk-mitigation economy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
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        "apa": "The Observatory. (2026). London's aesthetic clinics — Is 'algorithmically visible' a real market tier, or is the model describing its own ranking logic? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-google-ai-mode-web-october-5-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — Is 'algorithmically visible' a real market tier, or is the model describing its own ranking logic?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-google-ai-mode-web-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), London's aesthetic clinics — Is 'algorithmically visible' a real market tier, or is the model describing its own ranking logic?. https://theobservatory.io/articles/aesthetic-clinics-london-google-ai-mode-web-october-5-2026"
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      "id": "card:aesthetic-clinics-london-claude-sonnet-4-6-native-october-5-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-claude-sonnet-4-6-native-october-5-2026",
      "title": "London's aesthetic clinics — Is London's most rigorous aesthetic surgeon the one with no website?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, the London luxury medical aesthetic clinic market is framed as one where trust attribution…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). London's aesthetic clinics — Is London's most rigorous aesthetic surgeon the one with no website? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-claude-sonnet-4-6-native-october-5-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — Is London's most rigorous aesthetic surgeon the one with no website?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-claude-sonnet-4-6-native-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), London's aesthetic clinics — Is London's most rigorous aesthetic surgeon the one with no website?. https://theobservatory.io/articles/aesthetic-clinics-london-claude-sonnet-4-6-native-october-5-2026"
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    {
      "id": "card:aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-october-5-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-october-5-2026",
      "title": "Los Angeles's aesthetic clinics — Does Claude Sonnet 4.6 (native) systematically miss the best clinics in LA's luxury aesthetic market?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, the Los Angeles luxury medical aesthetic clinic market is framed as a visibility map…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
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        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — Does Claude Sonnet 4.6 (native) systematically miss the best clinics in LA's luxury aesthetic market?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), Los Angeles's aesthetic clinics — Does Claude Sonnet 4.6 (native) systematically miss the best clinics in LA's luxury aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-october-5-2026"
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      "summary": "In this Google AI Mode (deep-search) reading, standard AI explanations of the Los Angeles luxury medical aesthetic market are framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
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        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — Which LA luxury clinics are operating in a legal gray area — and why does AI's regulatory picture miss this entirely? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-google-ai-mode-web-october-5-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — Which LA luxury clinics are operating in a legal gray area — and why does AI's regulatory picture miss this entirely?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-google-ai-mode-web-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), Los Angeles's aesthetic clinics — Which LA luxury clinics are operating in a legal gray area — and why does AI's regulatory picture miss this entirely?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-google-ai-mode-web-october-5-2026"
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      "title": "Los Angeles's aesthetic clinics — Who are the key players in the structured hierarchy of luxury aesthetics?",
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        "label": "Model Watch"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of the Los Angeles luxury medical aesthetic clinics market, with Claude Sonnet 4.6…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
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        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — Who are the key players in the structured hierarchy of luxury aesthetics?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-vs-google-october-5-2026.",
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      "title": "New York's aesthetic clinics — How do AI models differ in their emphasis on trust signals for aesthetic clinics?",
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        "label": "Model Watch"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of trust distribution and the emphasis on different trust signals in the New York…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). New York's aesthetic clinics — How do AI models differ in their emphasis on trust signals for aesthetic clinics? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-vs-google-october-5-2026",
        "mla": "The Observatory. \"New York's aesthetic clinics — How do AI models differ in their emphasis on trust signals for aesthetic clinics?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-vs-google-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), New York's aesthetic clinics — How do AI models differ in their emphasis on trust signals for aesthetic clinics?. https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-vs-google-october-5-2026"
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      "title": "New York's aesthetic clinics — If AI cannot see the riskiest actors, what is its trust map actually protecting users from?",
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        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, the New York luxury medical aesthetic clinic market is framed as one where trust…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
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        "surface": null,
        "query": null
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        "mla": "The Observatory. \"New York's aesthetic clinics — If AI cannot see the riskiest actors, what is its trust map actually protecting users from?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-sonnet-4-6-native-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), New York's aesthetic clinics — If AI cannot see the riskiest actors, what is its trust map actually protecting users from?. https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-sonnet-4-6-native-october-5-2026"
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      "id": "card:aesthetic-clinics-new-york-google-ai-mode-web-october-5-2026",
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      "title": "New York's aesthetic clinics — Is a four-tier market table built on one PR release a map or a mirror?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Google AI Mode (deep-search) reading, the New York luxury medical aesthetics market is framed as structurally captured…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
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        "mla": "The Observatory. \"New York's aesthetic clinics — Is a four-tier market table built on one PR release a map or a mirror?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-google-ai-mode-web-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), New York's aesthetic clinics — Is a four-tier market table built on one PR release a map or a mirror?. https://theobservatory.io/articles/aesthetic-clinics-new-york-google-ai-mode-web-october-5-2026"
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      "id": "card:aesthetic-clinics-seoul-claude-sonnet-4-6-native-october-5-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-native-october-5-2026",
      "title": "Seoul's aesthetic clinics — Does Claude Sonnet 4.6 (native) punish Seoul's most discreet luxury clinics for being discreet?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, Seoul's luxury medical aesthetic clinic market is framed as a visibility map mislabelled…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
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          "end": "2026-10-05"
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        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — Does Claude Sonnet 4.6 (native) punish Seoul's most discreet luxury clinics for being discreet? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-native-october-5-2026",
        "mla": "The Observatory. \"Seoul's aesthetic clinics — Does Claude Sonnet 4.6 (native) punish Seoul's most discreet luxury clinics for being discreet?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-native-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), Seoul's aesthetic clinics — Does Claude Sonnet 4.6 (native) punish Seoul's most discreet luxury clinics for being discreet?. https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-native-october-5-2026"
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
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    {
      "id": "card:aesthetic-clinics-seoul-claude-vs-google-october-5-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-vs-google-october-5-2026",
      "title": "Seoul's aesthetic clinics — What reasoning methods does AI use to construct trust in Seoul's luxury clinics?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of trust distribution in Seoul's luxury medical aesthetic clinics, with Claude Sonnet…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
      "dates": {
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          "end": "2026-10-05"
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        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — What reasoning methods does AI use to construct trust in Seoul's luxury clinics? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-vs-google-october-5-2026",
        "mla": "The Observatory. \"Seoul's aesthetic clinics — What reasoning methods does AI use to construct trust in Seoul's luxury clinics?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-vs-google-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), Seoul's aesthetic clinics — What reasoning methods does AI use to construct trust in Seoul's luxury clinics?. https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-vs-google-october-5-2026"
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      "title": "Seoul's aesthetic clinics — When a market analysis ends with a sales pitch, how neutral was the analysis?",
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      "summary": "In this Google AI Mode (deep-search) reading, Seoul's luxury medical aesthetic clinic market is framed as an algorithmically constructed…",
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        "vertical": "aesthetic-clinics",
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      "title": "Singapore's aesthetic clinics — Does Google AI Mode (deep-search) escape the volume fallacy it diagnoses?",
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      "summary": "In this Google AI Mode (deep-search) reading, Singapore's luxury medical aesthetic clinic market is framed as one where trust attribution…",
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      "title": "Singapore's aesthetic clinics — How do you map a market when its most consequential actors are designed to be unfindable?",
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, Singapore's luxury medical aesthetic clinic market is framed as a mid-to-high documentation…",
      "scope": {
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        "vertical": "aesthetic-clinics",
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        "plain": "According to The Observatory (observed October 5, 2026), Singapore's aesthetic clinics — How do you map a market when its most consequential actors are designed to be unfindable?. https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-sonnet-4-6-native-october-5-2026"
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      "summary": "The two models diverge significantly in their framing of the market hierarchy and the actors they…",
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        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
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        "mla": "The Observatory. \"Singapore's aesthetic clinics — Which actors are highlighted by different AI models in Singapore's luxury aesthetic market?.\" The Observatory, observed October 5, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-vs-google-october-5-2026.",
        "plain": "According to The Observatory (observed October 5, 2026), Singapore's aesthetic clinics — Which actors are highlighted by different AI models in Singapore's luxury aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-vs-google-october-5-2026"
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        "label": "DNC Lens"
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      "summary": "In this Google AI Mode (deep-search) reading, Tokyo's luxury medical aesthetic market is framed as a hierarchy where narrative dominance…",
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        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
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      "title": "Tokyo's aesthetic clinics — If the model's trust signal is really a marketing investment signal, who benefits and who is penalised?",
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        "vertical": "aesthetic-clinics",
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        "plain": "According to The Observatory (observed October 5, 2026), Tokyo's aesthetic clinics — If the model's trust signal is really a marketing investment signal, who benefits and who is penalised?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-native-october-5-2026"
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      "title": "Tokyo's aesthetic clinics — What limits do AI models admit in assessing trust in Tokyo's clinics?",
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        "label": "Model Watch"
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of Tokyo's luxury medical aesthetic clinics, with Claude Sonnet 4.6 focusing…",
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        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
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        "plain": "According to The Observatory (observed October 5, 2026), Tokyo's aesthetic clinics — What limits do AI models admit in assessing trust in Tokyo's clinics?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-vs-google-october-5-2026"
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      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-query-spotlight-best-dermatology-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-september-28-to-october-4-2026",
      "title": "Luxury Medical Aesthetic Clinics Istanbul: “best aesthetic dermatology clinics Istanbul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across a 7-run window on Google desktop for Luxury Medical Aesthetic Clinics Istanbul, turquiesante.com holds median position 1 on the query \"best aesthetic dermatology clinics Istanbul\" — but appeared in only 4 of 7 comparable runs.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": "best aesthetic dermatology clinics Istanbul"
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Istanbul: “best aesthetic dermatology clinics Istanbul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Istanbul: “best aesthetic dermatology clinics Istanbul”.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Luxury Medical Aesthetic Clinics Istanbul: “best aesthetic dermatology clinics Istanbul”. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-best-dermatology-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-best-dermatology-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-best-dermatology-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-best-dermatology-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-query-spotlight-expert-opinion-biostimulators-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-expert-opinion-biostimulators-september-28-to-october-4-2026",
      "title": "Luxury Medical Aesthetic Clinics London: “expert opinion on biostimulators”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026, pmc.ncbi.nlm.nih.gov holds the first organic position on the query \"expert opinion on biostimulators\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics London, with a median best organic position on this query of position 1.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": "expert opinion on biostimulators"
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics London: “expert opinion on biostimulators” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-expert-opinion-biostimulators-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics London: “expert opinion on biostimulators”.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-expert-opinion-biostimulators-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Luxury Medical Aesthetic Clinics London: “expert opinion on biostimulators”. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-expert-opinion-biostimulators-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-expert-opinion-biostimulators-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-expert-opinion-biostimulators-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-expert-opinion-biostimulators-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-expert-opinion-biostimulators-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-expert-opinion-biostimulators-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-expert-opinion-biostimulators-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-september-28-to-october-4-2026",
      "title": "Luxury Medical Aesthetic Clinics Los Angeles: “best post-liposuction aftercare clinics Los Angeles”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "On the query \"best post-liposuction aftercare clinics Los Angeles\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics Los Angeles market, feldmaraesthetics.com holds the best median organic position — position 1 — across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": "best post-liposuction aftercare clinics Los Angeles"
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Los Angeles: “best post-liposuction aftercare clinics Los Angeles” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Los Angeles: “best post-liposuction aftercare clinics Los Angeles”.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Luxury Medical Aesthetic Clinics Los Angeles: “best post-liposuction aftercare clinics Los Angeles”. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-september-28-to-october-4-2026",
      "title": "Luxury Medical Aesthetic Clinics New York: “leading regenerative medicine doctor New York”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026, weillcornell.org holds position 1 by median organic position on the query \"leading regenerative medicine doctor New York\" in the Luxury Medical Aesthetic Clinics New York market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": "leading regenerative medicine doctor New York"
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics New York: “leading regenerative medicine doctor New York” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics New York: “leading regenerative medicine doctor New York”.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Luxury Medical Aesthetic Clinics New York: “leading regenerative medicine doctor New York”. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-september-28-to-october-4-2026",
      "title": "Luxury Medical Aesthetic Clinics Seoul: “reputable liposuction surgeons Seoul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period September 28 – October 4, 2026, View Plastic Surgery holds the median position 1 on the query \"reputable liposuction surgeons Seoul\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Seoul in South Korea.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": "reputable liposuction surgeons Seoul"
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Seoul: “reputable liposuction surgeons Seoul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Seoul: “reputable liposuction surgeons Seoul”.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Luxury Medical Aesthetic Clinics Seoul: “reputable liposuction surgeons Seoul”. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-september-28-to-october-4-2026",
      "title": "Luxury Medical Aesthetic Clinics Singapore: “expert aesthetic dermatologist Singapore”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026, Stephanie Ho Dermatology holds the median best organic position on this query at position 1 for the query \"expert aesthetic dermatologist Singapore\" in Luxury Medical Aesthetic Clinics Singapore.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": "expert aesthetic dermatologist Singapore"
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Singapore: “expert aesthetic dermatologist Singapore” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Singapore: “expert aesthetic dermatologist Singapore”.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Luxury Medical Aesthetic Clinics Singapore: “expert aesthetic dermatologist Singapore”. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-expert-dermatologist-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-expert-dermatologist-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-expert-dermatologist-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-expert-dermatologist-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-september-28-to-october-4-2026",
      "title": "Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “expert opinion on regenerative aesthetics”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs (September 28 – October 4, 2026) on the query \"expert opinion on regenerative aesthetics\" in the Luxury Medical Aesthetic Clinics South Florida market, pmc.ncbi.nlm.nih.gov holds the highest median best organic position on this query at position 2, but appeared in only 4 of 7 comparable runs (57%).",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": "expert opinion on regenerative aesthetics"
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “expert opinion on regenerative aesthetics” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “expert opinion on regenerative aesthetics”.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “expert opinion on regenerative aesthetics”. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-september-28-to-october-4-2026",
      "title": "Luxury Medical Aesthetic Clinics Tokyo: “expert aesthetic dermatologist Tokyo”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period (September 28 – October 4, 2026), e.takadanobaba-derm.com holds the median position 1 on the query \"expert aesthetic dermatologist Tokyo\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Tokyo in Japan.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": "expert aesthetic dermatologist Tokyo"
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Tokyo: “expert aesthetic dermatologist Tokyo” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Tokyo: “expert aesthetic dermatologist Tokyo”.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Luxury Medical Aesthetic Clinics Tokyo: “expert aesthetic dermatologist Tokyo”. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-september-28-to-october-4-2026",
      "title": "Luxury Medical Aesthetic Clinics UAE Dubai: “guide to choosing a reputable aesthetic clinic”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period (September 28 – October 4, 2026), the query \"guide to choosing a reputable aesthetic clinic\" (Organic Ranking — Top 5) surfaces seline.ae at median position 3 — the highest observed rank on this query in the Luxury Medical Aesthetic Clinics UAE panel.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": "guide to choosing a reputable aesthetic clinic"
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics UAE Dubai: “guide to choosing a reputable aesthetic clinic” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics UAE Dubai: “guide to choosing a reputable aesthetic clinic”.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Luxury Medical Aesthetic Clinics UAE Dubai: “guide to choosing a reputable aesthetic clinic”. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-ai-overview-control-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-28-to-october-4-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs from September 28 – October 4, 2026, us-uk.bookimed.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Istanbul market at 19.87%, leading a top-10 panel drawn from 80 observed queries on Google desktop in Turkey.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-06"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-ai-overview-control-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-28-to-october-4-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics London market across the 7-run window from September 28 – October 4, 2026, recording 17.26% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-06"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-ai-overview-control-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-28-to-october-4-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Los Angeles market at 18.45%, leading the top-10 panel across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-06"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-ai-overview-control-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-28-to-october-4-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "reddit.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Seoul market across the 6-run observation period (September 28 – October 4, 2026), at 13.71%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-ai-overview-control-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-28-to-october-4-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "facebook.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Singapore market across the 7-run window, at 22.64%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-ai-overview-control-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-28-to-october-4-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics South Florida market across the 7-run observation period, at 21.64%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-06"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-ai-overview-control-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-28-to-october-4-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI opening share on this market in the period-wide ranking, at 35.05%, across 6 comparable scheduled runs in the observation period September 28 – October 4, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-ai-overview-control-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-28-to-october-4-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on this market across the 7-run window September 28 – October 4, 2026, at 28.71%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-06"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-most-cited-by-ai-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-28-to-october-4-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on this market at 20.66%, leading the top-5 panel observed across 7 comparable scheduled runs from September 28 – October 4, 2026 for Luxury Medical Aesthetic Clinics Istanbul in Turkey.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-10"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-most-cited-by-ai-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-28-to-october-4-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics London market at 23.41%, observed across 7 comparable scheduled runs from September 28 – October 4, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-10"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-most-cited-by-ai-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-28-to-october-4-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Los Angeles market across the 7-run window September 28 – October 4, 2026, at 18.69%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-10"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-most-cited-by-ai-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-28-to-october-4-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics New York panel at 25.62%, observed across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-10"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-most-cited-by-ai-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-28-to-october-4-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Seoul market across the 6-run observation period September 28 – October 4, 2026, at 23.73%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-09"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-most-cited-by-ai-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-28-to-october-4-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from September 28 – October 4, 2026, instagram.com holds the strongest AI citation share on this market at 21.59%, leading the top-5 panel on the AI Overview citation rail for Luxury Medical Aesthetic Clinics Singapore.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-09"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-28-to-october-4-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics South Florida market across the 7-run window September 28 – October 4, 2026, at 22.89%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-10"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-most-cited-by-ai-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-28-to-october-4-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Tokyo panel across the September 28 – October 4, 2026 window, at 29.12%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-09"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-most-cited-by-ai-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-28-to-october-4-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics UAE market across the 7-run window September 28 – October 4, 2026, at 29.06%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-10"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-28-to-october-4-2026&format=json",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-organic-ranking-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-28-to-october-4-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Istanbul panel across 7 comparable scheduled runs (September 28 – October 4, 2026), with 43.21% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-organic-ranking-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-28-to-october-4-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Instagram most often holds the top organic position on the Luxury Medical Aesthetic Clinics London panel across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026, showing 30.89% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-organic-ranking-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-28-to-october-4-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window for Luxury Medical Aesthetic Clinics Los Angeles, yelp.com most often holds the top organic position among the top-5 actors, showing 56.07% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-organic-ranking-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-28-to-october-4-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "tribecamedspa.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics New York panel across 7 comparable scheduled runs, with 17.50% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-organic-ranking-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-28-to-october-4-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 6-run observation period from September 28 – October 4, 2026, reddit.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Seoul panel, with 50.00% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-04"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-organic-ranking-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-28-to-october-4-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "mizuaesthetic.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Singapore surface across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026, with 19.17% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-04"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-organic-ranking-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-28-to-october-4-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from September 28 – October 4, 2026, the top-5 organic panel for Luxury Medical Aesthetic Clinics South Florida is composed entirely of non-specialist domains.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-28-to-october-4-2026&format=json",
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        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-organic-ranking-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-28-to-october-4-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Tokyo panel across 6 comparable scheduled runs in the observation period September 28 – October 4, 2026, with 59.38% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-04"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-september-28-to-october-4-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-september-28-to-october-4-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-28-to-october-4-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-28-to-october-4-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-organic-ranking-september-28-to-october-4-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-28-to-october-4-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "pmc.ncbi.nlm.nih.gov most often holds the top organic position on the Luxury Medical Aesthetic Clinics UAE surface across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026, with 12.50% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-10-04"
        },
        "published": "2026-10-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-28-to-october-4-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed Sep 28 – Oct 4, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-28-to-october-4-2026.",
        "plain": "According to The Observatory (observed Sep 28 – Oct 4, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-28-to-october-4-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-september-28-to-october-4-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-september-28-to-october-4-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-september-28-to-october-4-2026&format=csl",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-september-28-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-september-28-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Does this model admit its South Florida trust map could be dangerously misleading for patients?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, the South Florida luxury medical aesthetic clinic market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-09-28"
        },
        "published": "2026-09-30"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Does this model admit its South Florida trust map could be dangerously misleading for patients? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-september-28-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Does this model admit its South Florida trust map could be dangerously misleading for patients?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Aesthetic clinics in Miami / Palm Beach — Does this model admit its South Florida trust map could be dangerously misleading for patients?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-september-28-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-september-28-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-september-28-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-september-28-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-september-28-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-september-28-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-web-september-28-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-web-september-28-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Has AI-driven market framing reached the point where the model's own visibility logic becomes the primary competitive strategy it recommends?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (web) reading, the South Florida luxury medical aesthetic market's trust hierarchy is framed as a map of brand…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-09-28"
        },
        "published": "2026-10-02"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Has AI-driven market framing reached the point where the model's own visibility logic becomes the primary competitive strategy it recommends? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-web-september-28-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Has AI-driven market framing reached the point where the model's own visibility logic becomes the primary competitive strategy it recommends?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-web-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Aesthetic clinics in Miami / Palm Beach — Has AI-driven market framing reached the point where the model's own visibility logic becomes the primary competitive strategy it recommends?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-web-september-28-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-2-5-pro-web-september-28-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-2-5-pro-web-september-28-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-2-5-pro-web-september-28-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-2-5-pro-web-september-28-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-web-september-28-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-gemini-vs-gemini-september-28-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-vs-gemini-september-28-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the luxury medical aesthetic market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Gemini 2.5 Pro (native) and Gemini 2.5 Pro (web) diverge in their framing of trust attribution, with the native mode emphasizing individual…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-09-28"
        },
        "published": "2026-10-04"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the luxury medical aesthetic market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-vs-gemini-september-28-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the luxury medical aesthetic market?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-vs-gemini-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the luxury medical aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-vs-gemini-september-28-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-vs-gemini-september-28-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-vs-gemini-september-28-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-vs-gemini-september-28-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-vs-gemini-september-28-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-vs-gemini-september-28-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-gemini-2-5-pro-native-september-28-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-native-september-28-2026",
      "title": "Dubai's aesthetic clinics — How can a trust map of 'luxury' medical aesthetics be complete if its most exclusive tier is invisible by design?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, the UAE luxury medical aesthetic clinic market is framed as a trust…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-09-28"
        },
        "published": "2026-09-30"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — How can a trust map of 'luxury' medical aesthetics be complete if its most exclusive tier is invisible by design? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-native-september-28-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — How can a trust map of 'luxury' medical aesthetics be complete if its most exclusive tier is invisible by design?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-native-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Dubai's aesthetic clinics — How can a trust map of 'luxury' medical aesthetics be complete if its most exclusive tier is invisible by design?. https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-native-september-28-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-gemini-2-5-pro-native-september-28-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-gemini-2-5-pro-native-september-28-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-gemini-2-5-pro-native-september-28-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-gemini-2-5-pro-native-september-28-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-native-september-28-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-gemini-2-5-pro-web-september-28-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-web-september-28-2026",
      "title": "Dubai's aesthetic clinics — Should a hospital's ICU reputation count as a trust signal for its Botox clinic?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (web) reading, the UAE luxury medical aesthetic clinic market is framed as a visibility-driven trust landscape where…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
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        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Should a hospital's ICU reputation count as a trust signal for its Botox clinic? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-web-september-28-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Should a hospital's ICU reputation count as a trust signal for its Botox clinic?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-web-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Dubai's aesthetic clinics — Should a hospital's ICU reputation count as a trust signal for its Botox clinic?. https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-web-september-28-2026"
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      "title": "Dubai's aesthetic clinics — Which actors are perceived as high-trust in UAE's luxury medical aesthetic clinics?",
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        "label": "Model Watch"
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      "nature": "evidence",
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      "summary": "Gemini 2.5 Pro (native) and Gemini 2.5 Pro (web) diverge in their framing of trust in the UAE luxury medical aesthetic clinics market…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
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        "mla": "The Observatory. \"Dubai's aesthetic clinics — Which actors are perceived as high-trust in UAE's luxury medical aesthetic clinics?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-vs-gemini-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Dubai's aesthetic clinics — Which actors are perceived as high-trust in UAE's luxury medical aesthetic clinics?. https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-vs-gemini-september-28-2026"
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      "title": "Istanbul's aesthetic clinics — If the model's own trust map cannot identify safe clinics, what is it actually mapping?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (web) reading, Istanbul's luxury medical aesthetic clinic market is framed as a trust hierarchy built on public…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
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      },
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        "observed": {
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          "end": "2026-09-28"
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      "citation": {
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        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — If the model's own trust map cannot identify safe clinics, what is it actually mapping? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-2-5-pro-web-september-28-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — If the model's own trust map cannot identify safe clinics, what is it actually mapping?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-2-5-pro-web-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Istanbul's aesthetic clinics — If the model's own trust map cannot identify safe clinics, what is it actually mapping?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-2-5-pro-web-september-28-2026"
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      "title": "Istanbul's aesthetic clinics — If the most exclusive surgeons in Istanbul are invisible to this model, what does the 'luxury' label in its market framing actually capture?",
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        "id": "dnc-lens",
        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, Istanbul's luxury medical aesthetic clinic market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
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        "observed": {
          "start": "2026-09-28",
          "end": "2026-09-28"
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        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — If the most exclusive surgeons in Istanbul are invisible to this model, what does the 'luxury' label in its market framing actually capture? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-2-5-pro-native-september-28-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — If the most exclusive surgeons in Istanbul are invisible to this model, what does the 'luxury' label in its market framing actually capture?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-2-5-pro-native-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Istanbul's aesthetic clinics — If the most exclusive surgeons in Istanbul are invisible to this model, what does the 'luxury' label in its market framing actually capture?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-2-5-pro-native-september-28-2026"
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    {
      "id": "card:aesthetic-clinics-istanbul-gemini-vs-gemini-september-28-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-vs-gemini-september-28-2026",
      "title": "Istanbul's aesthetic clinics — Which actors are highlighted in Istanbul's luxury medical aesthetic market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Gemini 2.5 Pro (native) and Gemini 2.5 Pro (web) diverge significantly in their framing of trust attribution in Istanbul's luxury medical…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
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        "mla": "The Observatory. \"Istanbul's aesthetic clinics — Which actors are highlighted in Istanbul's luxury medical aesthetic market?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-vs-gemini-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Istanbul's aesthetic clinics — Which actors are highlighted in Istanbul's luxury medical aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-vs-gemini-september-28-2026"
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    {
      "id": "card:aesthetic-clinics-london-gemini-2-5-pro-web-september-28-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-gemini-2-5-pro-web-september-28-2026",
      "title": "London's aesthetic clinics — Does being invisible to Google's data sources automatically make a clinic untrustworthy?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (web) reading, London's luxury medical aesthetic clinic market is framed as a visibility-driven trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
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      "dates": {
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        "apa": "The Observatory. (2026). London's aesthetic clinics — Does being invisible to Google's data sources automatically make a clinic untrustworthy? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-gemini-2-5-pro-web-september-28-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — Does being invisible to Google's data sources automatically make a clinic untrustworthy?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-gemini-2-5-pro-web-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), London's aesthetic clinics — Does being invisible to Google's data sources automatically make a clinic untrustworthy?. https://theobservatory.io/articles/aesthetic-clinics-london-gemini-2-5-pro-web-september-28-2026"
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    {
      "id": "card:aesthetic-clinics-london-gemini-2-5-pro-native-september-28-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-gemini-2-5-pro-native-september-28-2026",
      "title": "London's aesthetic clinics — How much weight does Gemini give to a Harley Street postcode versus actual clinical credentials?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, London's luxury medical aesthetic clinic market is framed as a trust…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
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        "mla": "The Observatory. \"London's aesthetic clinics — How much weight does Gemini give to a Harley Street postcode versus actual clinical credentials?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-gemini-2-5-pro-native-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), London's aesthetic clinics — How much weight does Gemini give to a Harley Street postcode versus actual clinical credentials?. https://theobservatory.io/articles/aesthetic-clinics-london-gemini-2-5-pro-native-september-28-2026"
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      "id": "card:aesthetic-clinics-london-gemini-vs-gemini-september-28-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-gemini-vs-gemini-september-28-2026",
      "title": "London's aesthetic clinics — Which actors do AI models highlight in the luxury medical aesthetics market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Gemini 2.5 Pro (native) and Gemini 2.5 Pro (web) diverge significantly in their framing of the London luxury medical aesthetic clinics…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
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        "plain": "According to The Observatory (observed September 28, 2026), London's aesthetic clinics — Which actors do AI models highlight in the luxury medical aesthetics market?. https://theobservatory.io/articles/aesthetic-clinics-london-gemini-vs-gemini-september-28-2026"
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      "title": "Los Angeles's aesthetic clinics — How does Gemini 2.5 Pro (native) use branded treatment names to map which clinics matter in this market?",
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      "summary": "In this Gemini 2.5 Pro (native) reading, the Los Angeles luxury medical aesthetics market is framed…",
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        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — How does Gemini 2.5 Pro (native) use branded treatment names to map which clinics matter in this market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gemini-2-5-pro-native-september-28-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — How does Gemini 2.5 Pro (native) use branded treatment names to map which clinics matter in this market?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gemini-2-5-pro-native-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Los Angeles's aesthetic clinics — How does Gemini 2.5 Pro (native) use branded treatment names to map which clinics matter in this market?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gemini-2-5-pro-native-september-28-2026"
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      "id": "card:aesthetic-clinics-los-angeles-gemini-2-5-pro-web-september-28-2026",
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      "title": "Los Angeles's aesthetic clinics — If the best clinicians in LA are invisible to AI, what does the model's trust map actually measure?",
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        "label": "DNC Lens"
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (web) reading, the Los Angeles luxury medical aesthetics market is framed as one where trust attribution…",
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        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — If the best clinicians in LA are invisible to AI, what does the model's trust map actually measure? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gemini-2-5-pro-web-september-28-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — If the best clinicians in LA are invisible to AI, what does the model's trust map actually measure?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gemini-2-5-pro-web-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Los Angeles's aesthetic clinics — If the best clinicians in LA are invisible to AI, what does the model's trust map actually measure?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gemini-2-5-pro-web-september-28-2026"
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      "id": "card:aesthetic-clinics-los-angeles-gemini-vs-gemini-september-28-2026",
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      "title": "Los Angeles's aesthetic clinics — What blind spots exist in AI's analysis of the luxury medical aesthetics market?",
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        "label": "Model Watch"
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      "summary": "Gemini 2.5 Pro (native) and Gemini 2.5 Pro (web) diverge significantly in their framing of the Los Angeles luxury medical aesthetics…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — What blind spots exist in AI's analysis of the luxury medical aesthetics market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gemini-vs-gemini-september-28-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — What blind spots exist in AI's analysis of the luxury medical aesthetics market?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gemini-vs-gemini-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Los Angeles's aesthetic clinics — What blind spots exist in AI's analysis of the luxury medical aesthetics market?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gemini-vs-gemini-september-28-2026"
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      "id": "card:aesthetic-clinics-new-york-gemini-2-5-pro-native-september-28-2026",
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      "title": "New York's aesthetic clinics — Does launching a skincare product line genuinely signal clinical expertise, or does Gemini 2.5 Pro conflate marketing success with medical authority?",
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        "label": "DNC Lens"
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, the New York luxury medical aesthetic clinic market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
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      "citation": {
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        "apa": "The Observatory. (2026). New York's aesthetic clinics — Does launching a skincare product line genuinely signal clinical expertise, or does Gemini 2.5 Pro conflate marketing success with medical authority? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-gemini-2-5-pro-native-september-28-2026",
        "mla": "The Observatory. \"New York's aesthetic clinics — Does launching a skincare product line genuinely signal clinical expertise, or does Gemini 2.5 Pro conflate marketing success with medical authority?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-gemini-2-5-pro-native-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), New York's aesthetic clinics — Does launching a skincare product line genuinely signal clinical expertise, or does Gemini 2.5 Pro conflate marketing success with medical authority?. https://theobservatory.io/articles/aesthetic-clinics-new-york-gemini-2-5-pro-native-september-28-2026"
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      "id": "card:aesthetic-clinics-new-york-gemini-2-5-pro-web-september-28-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-gemini-2-5-pro-web-september-28-2026",
      "title": "New York's aesthetic clinics — When Gemini critiques its own market framing, is it doing so with independent evidence or a single vendor's data?",
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        "id": "dnc-lens",
        "label": "DNC Lens"
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (web) reading, the New York luxury medical aesthetic clinic market is framed as a public-performance arena where…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). New York's aesthetic clinics — When Gemini critiques its own market framing, is it doing so with independent evidence or a single vendor's data? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-gemini-2-5-pro-web-september-28-2026",
        "mla": "The Observatory. \"New York's aesthetic clinics — When Gemini critiques its own market framing, is it doing so with independent evidence or a single vendor's data?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-gemini-2-5-pro-web-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), New York's aesthetic clinics — When Gemini critiques its own market framing, is it doing so with independent evidence or a single vendor's data?. https://theobservatory.io/articles/aesthetic-clinics-new-york-gemini-2-5-pro-web-september-28-2026"
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    {
      "id": "card:aesthetic-clinics-new-york-gemini-vs-gemini-september-28-2026",
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      "title": "New York's aesthetic clinics — Where do AI models diverge in their market analysis?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Gemini 2.5 Pro (native) and Gemini 2.5 Pro (web) diverge significantly in their framing of roles within the New York luxury medical…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). New York's aesthetic clinics — Where do AI models diverge in their market analysis? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-gemini-vs-gemini-september-28-2026",
        "mla": "The Observatory. \"New York's aesthetic clinics — Where do AI models diverge in their market analysis?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-gemini-vs-gemini-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), New York's aesthetic clinics — Where do AI models diverge in their market analysis?. https://theobservatory.io/articles/aesthetic-clinics-new-york-gemini-vs-gemini-september-28-2026"
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    },
    {
      "id": "card:aesthetic-clinics-seoul-gemini-2-5-pro-native-september-28-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-gemini-2-5-pro-native-september-28-2026",
      "title": "Seoul's aesthetic clinics — If Seoul's best surgeons are invisible to Gemini, what is its trust map actually measuring?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, Seoul's luxury medical aesthetic market is framed as a hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
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          "end": "2026-09-28"
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        "published": "2026-09-29"
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      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — If Seoul's best surgeons are invisible to Gemini, what is its trust map actually measuring? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-gemini-2-5-pro-native-september-28-2026",
        "mla": "The Observatory. \"Seoul's aesthetic clinics — If Seoul's best surgeons are invisible to Gemini, what is its trust map actually measuring?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-gemini-2-5-pro-native-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Seoul's aesthetic clinics — If Seoul's best surgeons are invisible to Gemini, what is its trust map actually measuring?. https://theobservatory.io/articles/aesthetic-clinics-seoul-gemini-2-5-pro-native-september-28-2026"
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      "summary": "In this Gemini 2.5 Pro (web) reading, Seoul's luxury medical aesthetic clinic market is framed as a sector where trust is a function…",
      "scope": {
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        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
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          "end": "2026-09-28"
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        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — Is Gemini 2.5 Pro (web)'s Seoul clinic trust map built on evidence or on institutional reputation cascades? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-gemini-2-5-pro-web-september-28-2026",
        "mla": "The Observatory. \"Seoul's aesthetic clinics — Is Gemini 2.5 Pro (web)'s Seoul clinic trust map built on evidence or on institutional reputation cascades?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-gemini-2-5-pro-web-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Seoul's aesthetic clinics — Is Gemini 2.5 Pro (web)'s Seoul clinic trust map built on evidence or on institutional reputation cascades?. https://theobservatory.io/articles/aesthetic-clinics-seoul-gemini-2-5-pro-web-september-28-2026"
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      "title": "Seoul's aesthetic clinics — What blind spots exist in AI-generated narratives of Seoul's luxury aesthetic market?",
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      "summary": "Gemini 2.5 Pro (native) and Gemini 2.5 Pro (web) diverge significantly in their framing of the Seoul luxury medical aesthetic market…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
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      "title": "Singapore's aesthetic clinics — What happens when AI treats a medical market like a hotel review site?",
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      "summary": "In this Gemini 2.5 Pro (native) reading, Singapore's luxury medical aesthetic clinic market is framed…",
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        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
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        "mla": "The Observatory. \"Singapore's aesthetic clinics — What happens when AI treats a medical market like a hotel review site?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-gemini-2-5-pro-native-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Singapore's aesthetic clinics — What happens when AI treats a medical market like a hotel review site?. https://theobservatory.io/articles/aesthetic-clinics-singapore-gemini-2-5-pro-native-september-28-2026"
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      "title": "Singapore's aesthetic clinics — When a doctor caps new patients, does Gemini 2.5 Pro (web) read that as exclusivity or as evidence of quality?",
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      "summary": "In this Gemini 2.5 Pro (web) reading, Singapore's luxury medical aesthetic clinic market is framed as a high-trust, high-stakes environment…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
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        "mla": "The Observatory. \"Singapore's aesthetic clinics — When a doctor caps new patients, does Gemini 2.5 Pro (web) read that as exclusivity or as evidence of quality?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-gemini-2-5-pro-web-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Singapore's aesthetic clinics — When a doctor caps new patients, does Gemini 2.5 Pro (web) read that as exclusivity or as evidence of quality?. https://theobservatory.io/articles/aesthetic-clinics-singapore-gemini-2-5-pro-web-september-28-2026"
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      "title": "Singapore's aesthetic clinics — Which clinics are considered dominant in Singapore's luxury medical aesthetic market?",
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        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Gemini 2.5 Pro (native) and Gemini 2.5 Pro (web) diverge significantly in their framing of the Singapore luxury medical aesthetic clinic…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
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        "mla": "The Observatory. \"Singapore's aesthetic clinics — Which clinics are considered dominant in Singapore's luxury medical aesthetic market?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-gemini-vs-gemini-september-28-2026.",
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      "id": "card:aesthetic-clinics-tokyo-gemini-vs-gemini-september-28-2026",
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      "title": "Tokyo's aesthetic clinics — How do AI models differ in constructing market hierarchies?",
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        "label": "Model Watch"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Gemini 2.5 Pro (native) and Gemini 2.5 Pro (web) diverge in their hierarchy construction, with native emphasizing dual peaks and web…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
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        "surface": null,
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        "mla": "The Observatory. \"Tokyo's aesthetic clinics — How do AI models differ in constructing market hierarchies?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-gemini-vs-gemini-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Tokyo's aesthetic clinics — How do AI models differ in constructing market hierarchies?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gemini-vs-gemini-september-28-2026"
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      "title": "Tokyo's aesthetic clinics — If AI has zero confidence about the top of the luxury market, what is the value of its luxury market analysis?",
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, Tokyo's luxury medical aesthetic clinic market is framed…",
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        "vertical": "aesthetic-clinics",
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (web) reading, the Tokyo luxury medical aesthetic clinic market is framed as a trust-signaling competition in which…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-28",
          "end": "2026-09-28"
        },
        "published": "2026-10-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — What happens to this trust map if MHLW tightens enforcement or revokes approvals? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gemini-2-5-pro-web-september-28-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — What happens to this trust map if MHLW tightens enforcement or revokes approvals?.\" The Observatory, observed September 28, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-gemini-2-5-pro-web-september-28-2026.",
        "plain": "According to The Observatory (observed September 28, 2026), Tokyo's aesthetic clinics — What happens to this trust map if MHLW tightens enforcement or revokes approvals?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gemini-2-5-pro-web-september-28-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gemini-2-5-pro-web-september-28-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gemini-2-5-pro-web-september-28-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gemini-2-5-pro-web-september-28-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gemini-2-5-pro-web-september-28-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-gemini-2-5-pro-web-september-28-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-query-spotlight-luxury-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-september-21-27-2026",
      "title": "Luxury Medical Aesthetic Clinics Istanbul: “luxury aesthetic clinics Istanbul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period (September 21–27, 2026), acibademinternational.com holds median position 1 on the query \"luxury aesthetic clinics Istanbul\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Istanbul in Turkey.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics Istanbul"
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Istanbul: “luxury aesthetic clinics Istanbul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-september-21-27-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Istanbul: “luxury aesthetic clinics Istanbul”.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Luxury Medical Aesthetic Clinics Istanbul: “luxury aesthetic clinics Istanbul”. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-luxury-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-luxury-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-luxury-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-luxury-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-query-spotlight-best-luxury-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-best-luxury-september-21-27-2026",
      "title": "Luxury Medical Aesthetic Clinics London: “best luxury aesthetic clinics London”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 21–27, 2026, cntraveller.com holds the rank-1 median organic position on the query \"best luxury aesthetic clinics London\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics London in the United Kingdom.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": "best luxury aesthetic clinics London"
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics London: “best luxury aesthetic clinics London” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-best-luxury-september-21-27-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics London: “best luxury aesthetic clinics London”.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-best-luxury-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Luxury Medical Aesthetic Clinics London: “best luxury aesthetic clinics London”. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-best-luxury-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-best-luxury-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-best-luxury-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-best-luxury-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-best-luxury-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-best-luxury-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-best-luxury-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-query-spotlight-best-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-september-21-27-2026",
      "title": "Luxury Medical Aesthetic Clinics Los Angeles: “best aesthetic clinics Los Angeles”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 21–27, 2026, lacosmeticdocs.com holds median position 1 on the query \"best aesthetic clinics Los Angeles\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Los Angeles in United States.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": "best aesthetic clinics Los Angeles"
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Los Angeles: “best aesthetic clinics Los Angeles” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-september-21-27-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Los Angeles: “best aesthetic clinics Los Angeles”.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Luxury Medical Aesthetic Clinics Los Angeles: “best aesthetic clinics Los Angeles”. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-query-spotlight-luxury-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-september-21-27-2026",
      "title": "Luxury Medical Aesthetic Clinics New York: “luxury aesthetic clinics New York”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 21–27, 2026, observer.com holds median position 1 on the query \"luxury aesthetic clinics New York\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics New York.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics New York"
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics New York: “luxury aesthetic clinics New York” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-september-21-27-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics New York: “luxury aesthetic clinics New York”.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Luxury Medical Aesthetic Clinics New York: “luxury aesthetic clinics New York”. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-luxury-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-luxury-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-luxury-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-luxury-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-query-spotlight-luxury-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-september-21-27-2026",
      "title": "Luxury Medical Aesthetic Clinics Seoul: “luxury aesthetic clinics Seoul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "On the query \"luxury aesthetic clinics Seoul\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Seoul in South Korea, enlienjang.com holds the first organic position by median rank across the 6-run observation period from September 21–27, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics Seoul"
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-30"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Seoul: “luxury aesthetic clinics Seoul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-september-21-27-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Seoul: “luxury aesthetic clinics Seoul”.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Luxury Medical Aesthetic Clinics Seoul: “luxury aesthetic clinics Seoul”. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-luxury-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-luxury-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-luxury-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-luxury-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-query-spotlight-luxury-clinic-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-september-21-27-2026",
      "title": "Luxury Medical Aesthetic Clinics Singapore: “luxury aesthetic clinic Singapore”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run observation period (September 21–27, 2026) for the query \"luxury aesthetic clinic Singapore\" on Google desktop in Singapore, sassymamasg.com holds the first organic position by median rank, present in 7 of 7 comparable runs (100%).",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": "luxury aesthetic clinic Singapore"
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-30"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Singapore: “luxury aesthetic clinic Singapore” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-september-21-27-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Singapore: “luxury aesthetic clinic Singapore”.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Luxury Medical Aesthetic Clinics Singapore: “luxury aesthetic clinic Singapore”. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-luxury-clinic-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-luxury-clinic-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-luxury-clinic-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-luxury-clinic-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-september-21-27-2026",
      "title": "Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “luxury aesthetic clinics Miami”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 21–27, 2026, bellavidaaesthetics.com holds the first organic position on the query \"luxury aesthetic clinics Miami\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics South Florida market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics Miami"
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “luxury aesthetic clinics Miami” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-september-21-27-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “luxury aesthetic clinics Miami”.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “luxury aesthetic clinics Miami”. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-luxury-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-luxury-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-luxury-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-luxury-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-query-spotlight-luxury-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-september-21-27-2026",
      "title": "Luxury Medical Aesthetic Clinics Tokyo: “luxury aesthetic clinics Tokyo”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period September 21–27, 2026, jiyugaokaclinic.com holds the first organic position on the query \"luxury aesthetic clinics Tokyo\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Tokyo in Japan.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics Tokyo"
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-30"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Tokyo: “luxury aesthetic clinics Tokyo” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-september-21-27-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Tokyo: “luxury aesthetic clinics Tokyo”.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Luxury Medical Aesthetic Clinics Tokyo: “luxury aesthetic clinics Tokyo”. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-luxury-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-luxury-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-luxury-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-luxury-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-query-spotlight-luxury-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-september-21-27-2026",
      "title": "Luxury Medical Aesthetic Clinics UAE Dubai: “luxury aesthetic clinics Dubai”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run observation period (September 21–27, 2026) for the query \"luxury aesthetic clinics Dubai\" on Google desktop in the United Arab Emirates, quintessentially.com holds the first organic position by median best organic position on this query.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics Dubai"
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics UAE Dubai: “luxury aesthetic clinics Dubai” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-september-21-27-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics UAE Dubai: “luxury aesthetic clinics Dubai”.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Luxury Medical Aesthetic Clinics UAE Dubai: “luxury aesthetic clinics Dubai”. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-luxury-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-luxury-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-luxury-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-luxury-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-ai-overview-control-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-21-27-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 21–27, 2026, us-uk.bookimed.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Istanbul market at 23.68%, leading a top-10 panel observed on Google desktop in Turkey.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-21-27-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-ai-overview-control-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-21-27-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics London market across the 7-run window September 21–27, 2026, at 16.67%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-21-27-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-ai-overview-control-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-21-27-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from September 21–27, 2026, instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Los Angeles market at 16.99%, leading a top-10 panel observed from 80 queries on Google desktop.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-21-27-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-ai-overview-control-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-21-27-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics New York market across the 7-run window September 21–27, 2026, at 18.07%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-21-27-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-ai-overview-control-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-21-27-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Seoul market at 15.57%, observed across 6 comparable scheduled runs in the observation period September 21–27, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-21-27-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-ai-overview-control-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-21-27-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "sassymamasg.com holds the strongest AI opening share on this market in the period-wide ranking, at 13.16%, observed across 7 comparable scheduled runs in the observation period September 21–27, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-21-27-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-ai-overview-control-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-21-27-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics South Florida market at 16.38%, observed across 7 comparable scheduled runs in the observation period September 21–27, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-21-27-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-ai-overview-control-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-21-27-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI opening share on this market at 39.17%, leading the top-10 panel for Luxury Medical Aesthetic Clinics Tokyo across 6 comparable scheduled runs in the observation period September 21–27, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-21-27-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-ai-overview-control-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-21-27-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on this market across the 7-run window September 21–27, 2026, at 26.61%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-21-27-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-most-cited-by-ai-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-21-27-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Istanbul panel at 20.28%, observed across 7 comparable scheduled runs in the observation period September 21–27, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-21-27-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-most-cited-by-ai-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-21-27-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on this market at 19.81%, leading the top-5 panel for Luxury Medical Aesthetic Clinics London across 7 comparable scheduled runs in the observation period September 21–27, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-21-27-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-most-cited-by-ai-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-21-27-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Los Angeles market across the 7-run window September 21–27, 2026, recording 18.43%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-21-27-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-most-cited-by-ai-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-21-27-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 21–27, 2026, instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics New York market at 19.33%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-21-27-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-most-cited-by-ai-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-21-27-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period September 21–27, 2026, us-uk.bookimed.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Seoul market at 17.11%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-02"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-21-27-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-most-cited-by-ai-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-21-27-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on this market at 11.29%, observed across 7 comparable scheduled runs in the observation period September 21–27, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-02"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-21-27-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-21-27-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics South Florida market at 28.03%, observed across 7 comparable scheduled runs in the observation period September 21–27, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-21-27-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-most-cited-by-ai-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-21-27-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Tokyo panel at 29.25%, observed across 6 comparable scheduled runs in the observation period September 21–27, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-02"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-21-27-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-most-cited-by-ai-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-21-27-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on this market at 26.52%, leading the top-5 panel on the AI Overview citation rail for Luxury Medical Aesthetic Clinics UAE across 7 comparable scheduled runs in the observation period September 21–27, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-10-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-21-27-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-organic-ranking-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-21-27-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "whatclinic.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Istanbul surface across the 7-run window from September 21–27, 2026, with 38.93% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-21-27-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-organic-ranking-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-21-27-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window September 21–27, 2026, pmc.ncbi.nlm.nih.gov most often holds the top organic position on the Luxury Medical Aesthetic Clinics London surface, with 15.63% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-21-27-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-organic-ranking-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-21-27-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from September 21–27, 2026, yelp.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Los Angeles surface, showing 62.86% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-21-27-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-organic-ranking-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-21-27-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "tribecamedspa.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics New York panel across the 7-run window from September 21–27, 2026, showing 20.00% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-21-27-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-organic-ranking-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-21-27-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period September 21–27, 2026, enlienjang.com most often holds the top organic position on the observed organic surface for Luxury Medical Aesthetic Clinics Seoul in South Korea, with 26.25% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-27"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-21-27-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-organic-ranking-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-21-27-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 21–27, 2026, sassymamasg.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Singapore panel, with 28.93% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-27"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-21-27-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-21-27-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-21-27-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-21-27-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-organic-ranking-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-21-27-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs from September 21–27, 2026, the top-5 organic panel for Luxury Medical Aesthetic Clinics South Florida is composed entirely of non-operator domains.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-21-27-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-21-27-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-21-27-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-21-27-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-21-27-2026&format=csl",
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        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-21-27-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-organic-ranking-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-21-27-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs from September 21–27, 2026, kojihifu.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Tokyo top-5 panel, with 59.79% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-27"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-21-27-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-21-27-2026"
      },
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-organic-ranking-september-21-27-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-21-27-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "pmc.ncbi.nlm.nih.gov most often holds the top organic position on the observed organic surface for Luxury Medical Aesthetic Clinics UAE across the 7-run window September 21–27, 2026, showing 15.21% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-27"
        },
        "published": "2026-09-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-21-27-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed September 21–27, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-21-27-2026.",
        "plain": "According to The Observatory (observed September 21–27, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-21-27-2026"
      },
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-september-21-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Does Claude Sonnet 4.6's trust map actually miss the best clinics in South Florida entirely?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, South Florida's luxury medical aesthetic clinic market is framed as a trust landscape where…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-25"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Does Claude Sonnet 4.6's trust map actually miss the best clinics in South Florida entirely? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-september-21-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Does Claude Sonnet 4.6's trust map actually miss the best clinics in South Florida entirely?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Aesthetic clinics in Miami / Palm Beach — Does Claude Sonnet 4.6's trust map actually miss the best clinics in South Florida entirely?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-september-21-2026"
      },
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-gpt-4o-native-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-september-21-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — How can a luxury aesthetics trust map omit social media entirely?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the South Florida luxury medical aesthetic clinics market is framed as a trust…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-23"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — How can a luxury aesthetics trust map omit social media entirely? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-september-21-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — How can a luxury aesthetics trust map omit social media entirely?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Aesthetic clinics in Miami / Palm Beach — How can a luxury aesthetics trust map omit social media entirely?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-september-21-2026"
      },
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-chatgpt-vs-claude-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-claude-september-21-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Which actors are highlighted as high-trust in the South Florida luxury medical aesthetic clinics market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of trust distribution in the South Florida luxury medical aesthetic clinics market…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-27"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Which actors are highlighted as high-trust in the South Florida luxury medical aesthetic clinics market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-claude-september-21-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Which actors are highlighted as high-trust in the South Florida luxury medical aesthetic clinics market?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-claude-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Aesthetic clinics in Miami / Palm Beach — Which actors are highlighted as high-trust in the South Florida luxury medical aesthetic clinics market?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-claude-september-21-2026"
      },
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-gpt-4o-native-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-september-21-2026",
      "title": "Dubai's aesthetic clinics — Does GPT-4o's confidence in UAE clinics just track how much PR they've done?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the UAE luxury medical aesthetic clinics market is framed as a trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-23"
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      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
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        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Does GPT-4o's confidence in UAE clinics just track how much PR they've done? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-september-21-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Does GPT-4o's confidence in UAE clinics just track how much PR they've done?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Dubai's aesthetic clinics — Does GPT-4o's confidence in UAE clinics just track how much PR they've done?. https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-september-21-2026"
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      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
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    },
    {
      "id": "card:aesthetic-clinics-dubai-chatgpt-vs-claude-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-chatgpt-vs-claude-september-21-2026",
      "title": "Dubai's aesthetic clinics — How does Claude Sonnet 4.6 critique the AI's reasoning in role differentiation?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "GPT-4o (native) and Claude Sonnet 4.6 diverge significantly in their role differentiation within the UAE luxury medical aesthetic clinics…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
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          "end": "2026-09-21"
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      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — How does Claude Sonnet 4.6 critique the AI's reasoning in role differentiation? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-chatgpt-vs-claude-september-21-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — How does Claude Sonnet 4.6 critique the AI's reasoning in role differentiation?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-chatgpt-vs-claude-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Dubai's aesthetic clinics — How does Claude Sonnet 4.6 critique the AI's reasoning in role differentiation?. https://theobservatory.io/articles/aesthetic-clinics-dubai-chatgpt-vs-claude-september-21-2026"
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      },
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
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    },
    {
      "id": "card:aesthetic-clinics-dubai-claude-sonnet-4-6-native-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-native-september-21-2026",
      "title": "Dubai's aesthetic clinics — Would an investor using Claude Sonnet 4.6 (native)'s UAE aesthetic clinic analysis make a costly timing mistake?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
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        "surface": null,
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        "mla": "The Observatory. \"Dubai's aesthetic clinics — Would an investor using Claude Sonnet 4.6 (native)'s UAE aesthetic clinic analysis make a costly timing mistake?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-native-september-21-2026.",
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        "vertical": "aesthetic-clinics",
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        "vertical": "aesthetic-clinics",
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      "title": "London's aesthetic clinics — How do GPT-4o (native) and Claude Sonnet 4.6 differ in their trust attribution?",
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        "label": "Model Watch"
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      "summary": "The two models diverge in their framing of trust attribution, with GPT-4o (native) emphasizing brand recognition and Claude Sonnet 4.6…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
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      "title": "London's aesthetic clinics — If Claude Sonnet 4.6 (native) says its own trust map is 'not a safety map', what responsibility does that place on consumers using it to choose a clinic?",
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      "summary": "In this Claude Sonnet 4.6 (native) reading, the London luxury medical aesthetic clinic market is framed as a visibility-and-signal…",
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        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
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        "mla": "The Observatory. \"London's aesthetic clinics — If Claude Sonnet 4.6 (native) says its own trust map is 'not a safety map', what responsibility does that place on consumers using it to choose a clinic?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-claude-sonnet-4-6-native-september-21-2026.",
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      "title": "London's aesthetic clinics — Is GPT-4o (native) mapping trust or mapping online visibility?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the London luxury medical aesthetic clinics market is framed as a trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
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      "id": "card:aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-september-21-2026",
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        "label": "DNC Lens"
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, the LA luxury medical aesthetic clinic market is framed as one where visibility systematically…",
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        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — If the most dangerous LA aesthetic operators are invisible to Claude Sonnet 4.6 (native), what is its low-trust signal actually detecting? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-september-21-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — If the most dangerous LA aesthetic operators are invisible to Claude Sonnet 4.6 (native), what is its low-trust signal actually detecting?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Los Angeles's aesthetic clinics — If the most dangerous LA aesthetic operators are invisible to Claude Sonnet 4.6 (native), what is its low-trust signal actually detecting?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-september-21-2026"
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      "title": "Los Angeles's aesthetic clinics — Is a world-class hospital the same as a luxury aesthetic clinic?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Los Angeles luxury medical aesthetic clinics market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
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        "observed": {
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — Is a world-class hospital the same as a luxury aesthetic clinic? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-native-september-21-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — Is a world-class hospital the same as a luxury aesthetic clinic?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Los Angeles's aesthetic clinics — Is a world-class hospital the same as a luxury aesthetic clinic?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-native-september-21-2026"
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      "id": "card:aesthetic-clinics-los-angeles-chatgpt-vs-claude-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-chatgpt-vs-claude-september-21-2026",
      "title": "Los Angeles's aesthetic clinics — What structural biases does Claude Sonnet 4.6 identify in the LA luxury medical aesthetic market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "GPT-4o (native) and Claude Sonnet 4.6 diverge significantly in their framing of the Los Angeles luxury medical aesthetic clinics market…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-27"
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      "citation": {
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — What structural biases does Claude Sonnet 4.6 identify in the LA luxury medical aesthetic market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-chatgpt-vs-claude-september-21-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — What structural biases does Claude Sonnet 4.6 identify in the LA luxury medical aesthetic market?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-chatgpt-vs-claude-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Los Angeles's aesthetic clinics — What structural biases does Claude Sonnet 4.6 identify in the LA luxury medical aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-chatgpt-vs-claude-september-21-2026"
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    {
      "id": "card:aesthetic-clinics-new-york-claude-sonnet-4-6-native-september-21-2026",
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      "title": "New York's aesthetic clinics — Could a bad actor in NYC aesthetics deliberately engineer high AI trust scores?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, the New York luxury medical aesthetic clinic market is framed as a documentation and visibility…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-25"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). New York's aesthetic clinics — Could a bad actor in NYC aesthetics deliberately engineer high AI trust scores? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-sonnet-4-6-native-september-21-2026",
        "mla": "The Observatory. \"New York's aesthetic clinics — Could a bad actor in NYC aesthetics deliberately engineer high AI trust scores?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-sonnet-4-6-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), New York's aesthetic clinics — Could a bad actor in NYC aesthetics deliberately engineer high AI trust scores?. https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-sonnet-4-6-native-september-21-2026"
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        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-gpt-4o-native-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-gpt-4o-native-september-21-2026",
      "title": "New York's aesthetic clinics — Does GPT-4o's confidence map simply mirror its visibility map — making it circular?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the New York luxury medical aesthetic clinics market is framed as a trust…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
      },
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          "end": "2026-09-21"
        },
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      },
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      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). New York's aesthetic clinics — Does GPT-4o's confidence map simply mirror its visibility map — making it circular? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-gpt-4o-native-september-21-2026",
        "mla": "The Observatory. \"New York's aesthetic clinics — Does GPT-4o's confidence map simply mirror its visibility map — making it circular?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-gpt-4o-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), New York's aesthetic clinics — Does GPT-4o's confidence map simply mirror its visibility map — making it circular?. https://theobservatory.io/articles/aesthetic-clinics-new-york-gpt-4o-native-september-21-2026"
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    },
    {
      "id": "card:aesthetic-clinics-new-york-chatgpt-vs-claude-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-chatgpt-vs-claude-september-21-2026",
      "title": "New York's aesthetic clinics — Which actors does GPT-4o (native) highlight in the New York luxury medical aesthetic clinics market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "GPT-4o (native) and Claude Sonnet 4.6 diverge in their framing of the New York luxury medical aesthetic clinics market, particularly…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
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        "apa": "The Observatory. (2026). New York's aesthetic clinics — Which actors does GPT-4o (native) highlight in the New York luxury medical aesthetic clinics market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-chatgpt-vs-claude-september-21-2026",
        "mla": "The Observatory. \"New York's aesthetic clinics — Which actors does GPT-4o (native) highlight in the New York luxury medical aesthetic clinics market?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-chatgpt-vs-claude-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), New York's aesthetic clinics — Which actors does GPT-4o (native) highlight in the New York luxury medical aesthetic clinics market?. https://theobservatory.io/articles/aesthetic-clinics-new-york-chatgpt-vs-claude-september-21-2026"
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    },
    {
      "id": "card:aesthetic-clinics-seoul-claude-sonnet-4-6-native-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-native-september-21-2026",
      "title": "Seoul's aesthetic clinics — Who do Seoul's wealthiest patients actually trust — and why can't AI see them?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, Seoul's luxury medical aesthetic clinic market is framed as a domain where AI trust assignment…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — Who do Seoul's wealthiest patients actually trust — and why can't AI see them? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-native-september-21-2026",
        "mla": "The Observatory. \"Seoul's aesthetic clinics — Who do Seoul's wealthiest patients actually trust — and why can't AI see them?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Seoul's aesthetic clinics — Who do Seoul's wealthiest patients actually trust — and why can't AI see them?. https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-native-september-21-2026"
      },
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-gpt-4o-native-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-september-21-2026",
      "title": "Singapore's aesthetic clinics — If the model knows it over-surfaces large brands, why does it name no brands at all in this answer?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Singapore luxury medical aesthetic clinics market is framed as a trust…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-22"
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      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Singapore's aesthetic clinics — If the model knows it over-surfaces large brands, why does it name no brands at all in this answer? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-september-21-2026",
        "mla": "The Observatory. \"Singapore's aesthetic clinics — If the model knows it over-surfaces large brands, why does it name no brands at all in this answer?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Singapore's aesthetic clinics — If the model knows it over-surfaces large brands, why does it name no brands at all in this answer?. https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-september-21-2026"
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-claude-sonnet-4-6-native-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-sonnet-4-6-native-september-21-2026",
      "title": "Singapore's aesthetic clinics — Singapore's most exclusive aesthetic practitioners may be its most trusted — and completely invisible to AI. Does that matter?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, Singapore's luxury medical aesthetic clinic market is framed as a trust architecture where…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Singapore's aesthetic clinics — Singapore's most exclusive aesthetic practitioners may be its most trusted — and completely invisible to AI. Does that matter? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-sonnet-4-6-native-september-21-2026",
        "mla": "The Observatory. \"Singapore's aesthetic clinics — Singapore's most exclusive aesthetic practitioners may be its most trusted — and completely invisible to AI. Does that matter?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-sonnet-4-6-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Singapore's aesthetic clinics — Singapore's most exclusive aesthetic practitioners may be its most trusted — and completely invisible to AI. Does that matter?. https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-sonnet-4-6-native-september-21-2026"
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-chatgpt-vs-claude-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-chatgpt-vs-claude-september-21-2026",
      "title": "Singapore's aesthetic clinics — Which actors does Claude Sonnet 4.6 consider high-trust in this market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of trust attribution, with GPT-4o (native) emphasizing brand recognition and media…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Singapore's aesthetic clinics — Which actors does Claude Sonnet 4.6 consider high-trust in this market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-chatgpt-vs-claude-september-21-2026",
        "mla": "The Observatory. \"Singapore's aesthetic clinics — Which actors does Claude Sonnet 4.6 consider high-trust in this market?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-chatgpt-vs-claude-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Singapore's aesthetic clinics — Which actors does Claude Sonnet 4.6 consider high-trust in this market?. https://theobservatory.io/articles/aesthetic-clinics-singapore-chatgpt-vs-claude-september-21-2026"
      },
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      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-gpt-4o-native-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-september-21-2026",
      "title": "Tokyo's aesthetic clinics — Does GPT-4o know it might be wrong about which Tokyo clinics are trustworthy?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Tokyo luxury medical aesthetic clinics market is framed as a trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — Does GPT-4o know it might be wrong about which Tokyo clinics are trustworthy? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-september-21-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — Does GPT-4o know it might be wrong about which Tokyo clinics are trustworthy?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Tokyo's aesthetic clinics — Does GPT-4o know it might be wrong about which Tokyo clinics are trustworthy?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-september-21-2026"
      },
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-21-2026",
      "title": "Tokyo's aesthetic clinics — What is the single cheapest action a Tokyo luxury aesthetic clinic could take to shift its position in Claude Sonnet 4.6 (native)'s trust hierarchy?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, the Tokyo luxury medical aesthetic clinic market is framed as a well-regulated but AI-illegible…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — What is the single cheapest action a Tokyo luxury aesthetic clinic could take to shift its position in Claude Sonnet 4.6 (native)'s trust hierarchy? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-21-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — What is the single cheapest action a Tokyo luxury aesthetic clinic could take to shift its position in Claude Sonnet 4.6 (native)'s trust hierarchy?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Tokyo's aesthetic clinics — What is the single cheapest action a Tokyo luxury aesthetic clinic could take to shift its position in Claude Sonnet 4.6 (native)'s trust hierarchy?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-21-2026"
      },
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-21-2026&format=bib",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-chatgpt-vs-claude-september-21-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-claude-september-21-2026",
      "title": "Tokyo's aesthetic clinics — Which actors are pivotal in the Tokyo luxury medical aesthetic clinics market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "GPT-4o (native) and Claude Sonnet 4.6 diverge significantly in their framing of the Tokyo luxury medical aesthetic clinics market…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-21",
          "end": "2026-09-21"
        },
        "published": "2026-09-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — Which actors are pivotal in the Tokyo luxury medical aesthetic clinics market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-claude-september-21-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — Which actors are pivotal in the Tokyo luxury medical aesthetic clinics market?.\" The Observatory, observed September 21, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-claude-september-21-2026.",
        "plain": "According to The Observatory (observed September 21, 2026), Tokyo's aesthetic clinics — Which actors are pivotal in the Tokyo luxury medical aesthetic clinics market?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-claude-september-21-2026"
      },
      "formats": {
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-september-14-20-2026",
      "title": "Luxury Medical Aesthetic Clinics Istanbul: “doctor credentials aesthetic medicine Istanbul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 14–20, 2026, us-uk.bookimed.com holds the first organic position on the query \"doctor credentials aesthetic medicine Istanbul\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Istanbul in Turkey.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": "doctor credentials aesthetic medicine Istanbul"
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Istanbul: “doctor credentials aesthetic medicine Istanbul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-september-14-20-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Istanbul: “doctor credentials aesthetic medicine Istanbul”.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Luxury Medical Aesthetic Clinics Istanbul: “doctor credentials aesthetic medicine Istanbul”. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-september-14-20-2026",
      "title": "Luxury Medical Aesthetic Clinics London: “how to verify aesthetic doctor credentials London”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 14–20, 2026, vie-aesthetics.com holds the first organic position on the query \"how to verify aesthetic doctor credentials London\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics London.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": "how to verify aesthetic doctor credentials London"
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics London: “how to verify aesthetic doctor credentials London” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-september-14-20-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics London: “how to verify aesthetic doctor credentials London”.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Luxury Medical Aesthetic Clinics London: “how to verify aesthetic doctor credentials London”. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-september-14-20-2026",
      "title": "Luxury Medical Aesthetic Clinics Los Angeles: “how to verify plastic surgeon credentials California”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 14–20, 2026, abplasticsurgery.org holds the first organic position on the query \"how to verify plastic surgeon credentials California\" for Luxury Medical Aesthetic Clinics Los Angeles.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": "how to verify plastic surgeon credentials California"
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Los Angeles: “how to verify plastic surgeon credentials California” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-september-14-20-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Los Angeles: “how to verify plastic surgeon credentials California”.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Luxury Medical Aesthetic Clinics Los Angeles: “how to verify plastic surgeon credentials California”. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-september-14-20-2026",
      "title": "Luxury Medical Aesthetic Clinics New York: “doctor credentials aesthetic medicine New York”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run observation period (September 14–20, 2026), dermainstitute.us holds median position 1 on the query \"doctor credentials aesthetic medicine New York\" for the Luxury Medical Aesthetic Clinics New York market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": "doctor credentials aesthetic medicine New York"
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics New York: “doctor credentials aesthetic medicine New York” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-september-14-20-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics New York: “doctor credentials aesthetic medicine New York”.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Luxury Medical Aesthetic Clinics New York: “doctor credentials aesthetic medicine New York”. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-september-14-20-2026",
      "title": "Luxury Medical Aesthetic Clinics Seoul: “doctor credentials aesthetic surgery Korea”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period September 14–20, 2026, noonopiclinic.com holds median position 1 on the query \"doctor credentials aesthetic surgery Korea\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Seoul in South Korea.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": "doctor credentials aesthetic surgery Korea"
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-23"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Seoul: “doctor credentials aesthetic surgery Korea” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-september-14-20-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Seoul: “doctor credentials aesthetic surgery Korea”.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Luxury Medical Aesthetic Clinics Seoul: “doctor credentials aesthetic surgery Korea”. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-query-spotlight-licensing-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-september-14-20-2026",
      "title": "Luxury Medical Aesthetic Clinics Singapore: “licensing for aesthetic clinics Singapore”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period (September 14–20, 2026), drshane.sg holds the first organic position on the query \"licensing for aesthetic clinics Singapore\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics Singapore market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": "licensing for aesthetic clinics Singapore"
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-23"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Singapore: “licensing for aesthetic clinics Singapore” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-september-14-20-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Singapore: “licensing for aesthetic clinics Singapore”.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Luxury Medical Aesthetic Clinics Singapore: “licensing for aesthetic clinics Singapore”. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-licensing-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-licensing-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-licensing-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-licensing-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-september-14-20-2026",
      "title": "Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “doctor credentials for injectables”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 14–20, 2026, facialesthetics.org holds the first organic position on the query \"doctor credentials for injectables\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics South Florida market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": "doctor credentials for injectables"
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “doctor credentials for injectables” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-september-14-20-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “doctor credentials for injectables”.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “doctor credentials for injectables”. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-query-spotlight-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-september-14-20-2026",
      "title": "Luxury Medical Aesthetic Clinics Tokyo: “MHLW Japan aesthetic clinic license check”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the observation period of 6 comparable scheduled runs (September 14–20, 2026), pmda.go.jp holds position 1 by median best organic position on this query for Luxury Medical Aesthetic Clinics Tokyo.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": "MHLW Japan aesthetic clinic license check"
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-23"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Tokyo: “MHLW Japan aesthetic clinic license check” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-september-14-20-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Tokyo: “MHLW Japan aesthetic clinic license check”.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Luxury Medical Aesthetic Clinics Tokyo: “MHLW Japan aesthetic clinic license check”. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-september-14-20-2026",
      "title": "Luxury Medical Aesthetic Clinics UAE Dubai: “DHA licensed aesthetic doctors Dubai”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "On the query \"DHA licensed aesthetic doctors Dubai\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics UAE market, services.dha.gov.ae holds median position 1 across the 7-run observation period from September 14–20, 2026, appearing in 7 of 7 comparable runs (100%).",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": "DHA licensed aesthetic doctors Dubai"
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics UAE Dubai: “DHA licensed aesthetic doctors Dubai” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-september-14-20-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics UAE Dubai: “DHA licensed aesthetic doctors Dubai”.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Luxury Medical Aesthetic Clinics UAE Dubai: “DHA licensed aesthetic doctors Dubai”. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-ai-overview-control-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-14-20-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Istanbul market across the 7-run window September 14–20, 2026, recording 28.29% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-14-20-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-ai-overview-control-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-14-20-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics London market across the 7-run window September 14–20, 2026, recording 12.64% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-14-20-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-ai-overview-control-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-14-20-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "plasticsurgery.org holds the rank-1 position on the AI Overview opening-control rail for Luxury Medical Aesthetic Clinics Los Angeles, recording 15.38% AI opening share on this market across the 7-run observation period September 14–20, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-14-20-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-ai-overview-control-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-14-20-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Tribeca MedSpa holds the rank-1 position on the AI Overview opening-control rail for Luxury Medical Aesthetic Clinics New York across the 7-run window September 14–20, 2026, recording 15.92% AI opening share on this market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-14-20-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-ai-overview-control-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-14-20-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the rank-1 position on the AI Overview opening-control rail for Luxury Medical Aesthetic Clinics Seoul across the 6-run observation period (September 14–20, 2026), recording 11.41% AI opening share on this market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-14-20-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-ai-overview-control-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-14-20-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "drshane.sg holds the rank-1 position on the AI Overview opening-control rail for Luxury Medical Aesthetic Clinics Singapore, recording 14.29% AI opening share on this market across the 7-run window from September 14–20, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-14-20-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-ai-overview-control-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-14-20-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "pmc.ncbi.nlm.nih.gov holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics South Florida market in the period-wide ranking, at 15.71%, observed across 7 comparable scheduled runs from September 14–20, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-14-20-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-ai-overview-control-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-14-20-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Tokyo market across the 6-run window September 14–20, 2026, at 33.66%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-14-20-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-most-cited-by-ai-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-14-20-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from September 14–20, 2026, us-uk.bookimed.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Istanbul panel at 23.38%, followed by youtube.com at 16.23% and instagram.com at 12.79%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-14-20-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-most-cited-by-ai-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-14-20-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics London market across the 7-run window (September 14–20, 2026), recording 18.13% of all AI Overview citations observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-14-20-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-most-cited-by-ai-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-14-20-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on this market at 16.03%, leading the top-5 panel for Luxury Medical Aesthetic Clinics Los Angeles across 7 comparable scheduled runs in the observation period September 14–20, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-14-20-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-most-cited-by-ai-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-14-20-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics New York market across the 7-run window September 14–20, 2026, recording 14.59%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-14-20-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-most-cited-by-ai-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-14-20-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Seoul market across the 6-run window September 14–20, 2026, at 16.25%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-25"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-14-20-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-most-cited-by-ai-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-14-20-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "drshane.sg holds the strongest AI citation share on this market across the 7-run window (September 14–20, 2026), at 10.86%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-25"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-14-20-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-14-20-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on this market across the 7-run window September 14–20, 2026, at 21.42%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-14-20-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-most-cited-by-ai-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-14-20-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Tokyo panel at 27.32%, observed across 6 comparable scheduled runs in the observation period September 14–20, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-25"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-14-20-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-most-cited-by-ai-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-14-20-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics UAE market across the 7-run window September 14–20, 2026, at 19.71%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-14-20-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-organic-ranking-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-14-20-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "whatclinic.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Istanbul panel across the 7-run window from September 14–20, 2026, with 38.57% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-14-20-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-organic-ranking-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-14-20-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window for Luxury Medical Aesthetic Clinics London, pmc.ncbi.nlm.nih.gov most often holds the top organic position on the observed surface, with 16.61% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-14-20-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-organic-ranking-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-14-20-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 14–20, 2026, yelp.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Los Angeles panel, showing 63.75% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-14-20-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-organic-ranking-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-14-20-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "tribecamedspa.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics New York surface across the 7-run window from September 14–20, 2026, with 24.11% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-14-20-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-organic-ranking-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-14-20-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "enlienjang.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Seoul surface across 6 comparable scheduled runs in the observation period September 14–20, 2026, with 31.67% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-20"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-14-20-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-organic-ranking-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-14-20-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "sassymamasg.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Singapore surface across the 7-run window from September 14–20, 2026, with 34.58% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-20"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-14-20-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-organic-ranking-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-14-20-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 14–20, 2026, pmc.ncbi.nlm.nih.gov most often holds the top organic position on the Luxury Medical Aesthetic Clinics South Florida surface, with 17.86% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-14-20-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-14-20-2026&format=json",
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        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-organic-ranking-september-14-20-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-14-20-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 14–20, 2026, pmc.ncbi.nlm.nih.gov most often holds the top organic position on the Luxury Medical Aesthetic Clinics UAE surface, with 15.36% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-20"
        },
        "published": "2026-09-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-14-20-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed September 14–20, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-14-20-2026.",
        "plain": "According to The Observatory (observed September 14–20, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-14-20-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-september-14-20-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-september-14-20-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-september-14-20-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-september-14-20-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-14-20-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-14-20-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-web-september-14-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-web-september-14-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — How dangerous is it that Claude Sonnet 4.6 (web)'s training data treats luxury aesthetics as a safety proxy?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (web) reading, the South Florida luxury medical aesthetic clinic market is framed as a high-growth, commercially…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-14"
        },
        "published": "2026-09-18"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — How dangerous is it that Claude Sonnet 4.6 (web)'s training data treats luxury aesthetics as a safety proxy? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-web-september-14-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — How dangerous is it that Claude Sonnet 4.6 (web)'s training data treats luxury aesthetics as a safety proxy?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-web-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Aesthetic clinics in Miami / Palm Beach — How dangerous is it that Claude Sonnet 4.6 (web)'s training data treats luxury aesthetics as a safety proxy?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-web-september-14-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-web-september-14-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-web-september-14-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-web-september-14-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-web-september-14-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-web-september-14-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-claude-vs-claude-september-14-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-vs-claude-september-14-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — How do different AI models frame the growth and structural dynamics of the South Florida luxury medical aesthetic market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two sides diverge significantly in their market framing and actor emphasis, with Side Claude Sonnet 4.6 focusing on geographic…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-14"
        },
        "published": "2026-09-20"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — How do different AI models frame the growth and structural dynamics of the South Florida luxury medical aesthetic market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-vs-claude-september-14-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — How do different AI models frame the growth and structural dynamics of the South Florida luxury medical aesthetic market?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-vs-claude-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Aesthetic clinics in Miami / Palm Beach — How do different AI models frame the growth and structural dynamics of the South Florida luxury medical aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-vs-claude-september-14-2026"
      },
      "formats": {
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      "title": "Aesthetic clinics in Miami / Palm Beach — Is a Spanish-language medspa in Miami structurally disadvantaged in AI trust rankings regardless of its clinical quality?",
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      "summary": "In this Claude Sonnet 4.6 (native) reading, South Florida luxury medical aesthetic clinics are framed as a market where trust…",
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        "vertical": "aesthetic-clinics",
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        "query": null
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          "end": "2026-09-14"
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        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Is a Spanish-language medspa in Miami structurally disadvantaged in AI trust rankings regardless of its clinical quality? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-september-14-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Is a Spanish-language medspa in Miami structurally disadvantaged in AI trust rankings regardless of its clinical quality?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Aesthetic clinics in Miami / Palm Beach — Is a Spanish-language medspa in Miami structurally disadvantaged in AI trust rankings regardless of its clinical quality?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-claude-sonnet-4-6-native-september-14-2026"
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      "title": "Dubai's aesthetic clinics — Does operating inside a Zaha Hadid building make a clinic more trustworthy, or just more visible to AI?",
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        "label": "DNC Lens"
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      "summary": "In this Claude Sonnet 4.6 (web) reading, the UAE luxury medical aesthetic clinic market is framed as one where trust hierarchy…",
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        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
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          "end": "2026-09-14"
        },
        "published": "2026-09-18"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
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        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Does operating inside a Zaha Hadid building make a clinic more trustworthy, or just more visible to AI? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-web-september-14-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Does operating inside a Zaha Hadid building make a clinic more trustworthy, or just more visible to AI?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-web-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Dubai's aesthetic clinics — Does operating inside a Zaha Hadid building make a clinic more trustworthy, or just more visible to AI?. https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-web-september-14-2026"
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
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      "id": "card:aesthetic-clinics-dubai-claude-vs-claude-september-14-2026",
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      "title": "Dubai's aesthetic clinics — How do the dominant actors differ between Claude Sonnet 4.6 (native) and (web)?",
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two sides diverge significantly in their identification of dominant actors and the construction of market…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
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          "start": "2026-09-14",
          "end": "2026-09-14"
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        "published": "2026-09-20"
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        "mla": "The Observatory. \"Dubai's aesthetic clinics — How do the dominant actors differ between Claude Sonnet 4.6 (native) and (web)?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-vs-claude-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Dubai's aesthetic clinics — How do the dominant actors differ between Claude Sonnet 4.6 (native) and (web)?. https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-vs-claude-september-14-2026"
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      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-native-september-14-2026",
      "title": "Dubai's aesthetic clinics — What is the exact formula Claude Sonnet 4.6 uses to assign trust in the UAE aesthetic market?",
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        "label": "DNC Lens"
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      "nature": "evidence",
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, the UAE luxury medical aesthetic clinic market is framed as a trust map of public legibility…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — What is the exact formula Claude Sonnet 4.6 uses to assign trust in the UAE aesthetic market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-native-september-14-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — What is the exact formula Claude Sonnet 4.6 uses to assign trust in the UAE aesthetic market?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-native-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Dubai's aesthetic clinics — What is the exact formula Claude Sonnet 4.6 uses to assign trust in the UAE aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-dubai-claude-sonnet-4-6-native-september-14-2026"
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        "terms": "https://theobservatory.io/terms"
      }
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    {
      "id": "card:aesthetic-clinics-istanbul-claude-sonnet-4-6-native-september-14-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-sonnet-4-6-native-september-14-2026",
      "title": "Istanbul's aesthetic clinics — Can Claude Sonnet 4.6 (native) tell the difference between a world-class cardiology department and a mediocre aesthetic unit in the same hospital?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, Istanbul's luxury aesthetic clinic market is framed as one where trust attribution…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
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          "end": "2026-09-14"
        },
        "published": "2026-09-16"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
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        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — Can Claude Sonnet 4.6 (native) tell the difference between a world-class cardiology department and a mediocre aesthetic unit in the same hospital? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-sonnet-4-6-native-september-14-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — Can Claude Sonnet 4.6 (native) tell the difference between a world-class cardiology department and a mediocre aesthetic unit in the same hospital?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-sonnet-4-6-native-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Istanbul's aesthetic clinics — Can Claude Sonnet 4.6 (native) tell the difference between a world-class cardiology department and a mediocre aesthetic unit in the same hospital?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-sonnet-4-6-native-september-14-2026"
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-claude-sonnet-4-6-web-september-14-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-sonnet-4-6-web-september-14-2026",
      "title": "Istanbul's aesthetic clinics — Does Claude Sonnet 4.6 (web) trust its own trust map of Istanbul's luxury aesthetic clinics?",
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        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (web) reading, Istanbul's luxury medical aesthetic clinic market is framed as 'legible but not accurate'…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
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        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — Does Claude Sonnet 4.6 (web) trust its own trust map of Istanbul's luxury aesthetic clinics? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-sonnet-4-6-web-september-14-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — Does Claude Sonnet 4.6 (web) trust its own trust map of Istanbul's luxury aesthetic clinics?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-sonnet-4-6-web-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Istanbul's aesthetic clinics — Does Claude Sonnet 4.6 (web) trust its own trust map of Istanbul's luxury aesthetic clinics?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-sonnet-4-6-web-september-14-2026"
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-claude-vs-claude-september-14-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-vs-claude-september-14-2026",
      "title": "Istanbul's aesthetic clinics — How do Claude Sonnet 4.6 (native) and (web) differ in framing Istanbul's luxury segment?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two sides diverge significantly in their framing of Istanbul's luxury medical aesthetic clinic market, with Side Claude Sonnet 4.6…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-14"
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        "published": "2026-09-20"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — How do Claude Sonnet 4.6 (native) and (web) differ in framing Istanbul's luxury segment? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-vs-claude-september-14-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — How do Claude Sonnet 4.6 (native) and (web) differ in framing Istanbul's luxury segment?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-vs-claude-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Istanbul's aesthetic clinics — How do Claude Sonnet 4.6 (native) and (web) differ in framing Istanbul's luxury segment?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-claude-vs-claude-september-14-2026"
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      "title": "London's aesthetic clinics — How can CQC registration be the gold-standard trust signal for a market whose core services CQC does not regulate?",
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      "summary": "In this Claude Sonnet 4.6 (web) reading, the London luxury medical aesthetic clinic market is framed as a field where trust is constructed…",
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        "vertical": "aesthetic-clinics",
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        "apa": "The Observatory. (2026). London's aesthetic clinics — How can CQC registration be the gold-standard trust signal for a market whose core services CQC does not regulate? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-claude-sonnet-4-6-web-september-14-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — How can CQC registration be the gold-standard trust signal for a market whose core services CQC does not regulate?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-claude-sonnet-4-6-web-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), London's aesthetic clinics — How can CQC registration be the gold-standard trust signal for a market whose core services CQC does not regulate?. https://theobservatory.io/articles/aesthetic-clinics-london-claude-sonnet-4-6-web-september-14-2026"
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      "title": "London's aesthetic clinics — If the most clinically serious practitioners in London luxury aesthetics are invisible to Claude Sonnet 4.6 (native), what does the model's trust map actually measure?",
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        "label": "DNC Lens"
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      "summary": "In this Claude Sonnet 4.6 (native) reading, the London luxury medical aesthetic clinic market is framed as a space where visibility…",
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        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
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        "mla": "The Observatory. \"London's aesthetic clinics — If the most clinically serious practitioners in London luxury aesthetics are invisible to Claude Sonnet 4.6 (native), what does the model's trust map actually measure?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-claude-sonnet-4-6-native-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), London's aesthetic clinics — If the most clinically serious practitioners in London luxury aesthetics are invisible to Claude Sonnet 4.6 (native), what does the model's trust map actually measure?. https://theobservatory.io/articles/aesthetic-clinics-london-claude-sonnet-4-6-native-september-14-2026"
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      "title": "London's aesthetic clinics — What role carries the highest misrepresentation risk according to AI?",
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Both models identify role differentiation issues in the London luxury medical aesthetic clinics market, but they diverge on the specific…",
      "scope": {
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        "vertical": "aesthetic-clinics",
        "location": "london",
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        "apa": "The Observatory. (2026). London's aesthetic clinics — What role carries the highest misrepresentation risk according to AI? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-claude-vs-claude-september-14-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — What role carries the highest misrepresentation risk according to AI?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-claude-vs-claude-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), London's aesthetic clinics — What role carries the highest misrepresentation risk according to AI?. https://theobservatory.io/articles/aesthetic-clinics-london-claude-vs-claude-september-14-2026"
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      "id": "card:aesthetic-clinics-los-angeles-claude-sonnet-4-6-web-september-14-2026",
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      "title": "Los Angeles's aesthetic clinics — Does Claude Sonnet 4.6 (web) know it cannot tell the difference between a famous doctor and a good one?",
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        "label": "DNC Lens"
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      "summary": "In this Claude Sonnet 4.6 (web) reading, the Los Angeles luxury medical aesthetic clinic market is framed as a trust hierarchy built…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — Does Claude Sonnet 4.6 (web) know it cannot tell the difference between a famous doctor and a good one? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-web-september-14-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — Does Claude Sonnet 4.6 (web) know it cannot tell the difference between a famous doctor and a good one?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-web-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Los Angeles's aesthetic clinics — Does Claude Sonnet 4.6 (web) know it cannot tell the difference between a famous doctor and a good one?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-web-september-14-2026"
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      "id": "card:aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-september-14-2026",
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      "title": "Los Angeles's aesthetic clinics — Does LA's most exclusive aesthetic medicine tier get penalised by AI precisely because it refuses to be visible?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, the Los Angeles luxury medical aesthetic clinic market is framed as a trust hierarchy built…",
      "scope": {
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        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
        "query": null
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        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — Does LA's most exclusive aesthetic medicine tier get penalised by AI precisely because it refuses to be visible? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-september-14-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — Does LA's most exclusive aesthetic medicine tier get penalised by AI precisely because it refuses to be visible?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Los Angeles's aesthetic clinics — Does LA's most exclusive aesthetic medicine tier get penalised by AI precisely because it refuses to be visible?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-sonnet-4-6-native-september-14-2026"
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    {
      "id": "card:aesthetic-clinics-los-angeles-claude-vs-claude-september-14-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-vs-claude-september-14-2026",
      "title": "Los Angeles's aesthetic clinics — How do AI models differ in their reference markets for Los Angeles luxury medical aesthetic clinics?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two sides diverge significantly in their comparative framing of the Los Angeles luxury medical aesthetic clinic market, with different…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — How do AI models differ in their reference markets for Los Angeles luxury medical aesthetic clinics? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-vs-claude-september-14-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — How do AI models differ in their reference markets for Los Angeles luxury medical aesthetic clinics?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-vs-claude-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Los Angeles's aesthetic clinics — How do AI models differ in their reference markets for Los Angeles luxury medical aesthetic clinics?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-claude-vs-claude-september-14-2026"
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    {
      "id": "card:aesthetic-clinics-new-york-claude-sonnet-4-6-web-september-14-2026",
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      "title": "New York's aesthetic clinics — If every medspa inspected in the 2024 enforcement sweep was found violating medical licensing rules, what does Claude Sonnet 4.6 (web)'s default market rendering actually represent?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (web) reading, the New York luxury medical aesthetic clinic market is framed as one where AI's trust map…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
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      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
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        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). New York's aesthetic clinics — If every medspa inspected in the 2024 enforcement sweep was found violating medical licensing rules, what does Claude Sonnet 4.6 (web)'s default market rendering actually represent? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-sonnet-4-6-web-september-14-2026",
        "mla": "The Observatory. \"New York's aesthetic clinics — If every medspa inspected in the 2024 enforcement sweep was found violating medical licensing rules, what does Claude Sonnet 4.6 (web)'s default market rendering actually represent?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-sonnet-4-6-web-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), New York's aesthetic clinics — If every medspa inspected in the 2024 enforcement sweep was found violating medical licensing rules, what does Claude Sonnet 4.6 (web)'s default market rendering actually represent?. https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-sonnet-4-6-web-september-14-2026"
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        "vertical": "aesthetic-clinics",
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        "mla": "The Observatory. \"New York's aesthetic clinics — Where does Claude Sonnet 4.6 (native) place its own confidence at near-zero in this market?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-sonnet-4-6-native-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), New York's aesthetic clinics — Where does Claude Sonnet 4.6 (native) place its own confidence at near-zero in this market?. https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-sonnet-4-6-native-september-14-2026"
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      "title": "New York's aesthetic clinics — Which specific actors are highlighted in the luxury medical aesthetic clinics market?",
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      "summary": "The two sides diverge significantly in their framing of role differentiation within the New York luxury medical aesthetic clinics…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
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        "mla": "The Observatory. \"New York's aesthetic clinics — Which specific actors are highlighted in the luxury medical aesthetic clinics market?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-vs-claude-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), New York's aesthetic clinics — Which specific actors are highlighted in the luxury medical aesthetic clinics market?. https://theobservatory.io/articles/aesthetic-clinics-new-york-claude-vs-claude-september-14-2026"
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      "title": "Seoul's aesthetic clinics — How do the models differ in their treatment of Korean-language platforms in the luxury aesthetic clinic market?",
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        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Both models agree on the international visibility of certain clinics but diverge in their emphasis on domestic market dynamics and the role…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
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          "end": "2026-09-14"
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        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — How do the models differ in their treatment of Korean-language platforms in the luxury aesthetic clinic market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-vs-claude-september-14-2026",
        "mla": "The Observatory. \"Seoul's aesthetic clinics — How do the models differ in their treatment of Korean-language platforms in the luxury aesthetic clinic market?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-vs-claude-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Seoul's aesthetic clinics — How do the models differ in their treatment of Korean-language platforms in the luxury aesthetic clinic market?. https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-vs-claude-september-14-2026"
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      "title": "Seoul's aesthetic clinics — If AI's trust map systematically rewards the wrong operators, who is it actually useful for?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, Seoul's luxury medical aesthetic clinic market is framed as a domain where visibility functions…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
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        "mla": "The Observatory. \"Seoul's aesthetic clinics — If AI's trust map systematically rewards the wrong operators, who is it actually useful for?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-native-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Seoul's aesthetic clinics — If AI's trust map systematically rewards the wrong operators, who is it actually useful for?. https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-native-september-14-2026"
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      "title": "Seoul's aesthetic clinics — When AI cites a patient death to justify a low-trust rating, is the underlying source verifiable?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (web) reading, Seoul's luxury medical aesthetic clinic market is framed as structurally skewed toward…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
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        "mla": "The Observatory. \"Seoul's aesthetic clinics — When AI cites a patient death to justify a low-trust rating, is the underlying source verifiable?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-web-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Seoul's aesthetic clinics — When AI cites a patient death to justify a low-trust rating, is the underlying source verifiable?. https://theobservatory.io/articles/aesthetic-clinics-seoul-claude-sonnet-4-6-web-september-14-2026"
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      "title": "Singapore's aesthetic clinics — If Claude Sonnet 4.6 (web) tells you its own trust map is a visibility map, what should you do with the rankings it just gave you?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (web) reading, Singapore's luxury medical aesthetic clinic market is framed as structurally sound at…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Singapore's aesthetic clinics — If Claude Sonnet 4.6 (web) tells you its own trust map is a visibility map, what should you do with the rankings it just gave you? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-sonnet-4-6-web-september-14-2026",
        "mla": "The Observatory. \"Singapore's aesthetic clinics — If Claude Sonnet 4.6 (web) tells you its own trust map is a visibility map, what should you do with the rankings it just gave you?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-sonnet-4-6-web-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Singapore's aesthetic clinics — If Claude Sonnet 4.6 (web) tells you its own trust map is a visibility map, what should you do with the rankings it just gave you?. https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-sonnet-4-6-web-september-14-2026"
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      "id": "card:aesthetic-clinics-singapore-claude-sonnet-4-6-native-september-14-2026",
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      "title": "Singapore's aesthetic clinics — What combination of signals puts a Singapore aesthetic clinic at the very top of Claude Sonnet 4.6 (native)'s trust hierarchy?",
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        "id": "dnc-lens",
        "label": "DNC Lens"
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, Singapore's luxury medical aesthetic clinic market is framed as a documentation map rather than…",
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        "vertical": "aesthetic-clinics",
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        "surface": null,
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        "mla": "The Observatory. \"Singapore's aesthetic clinics — What combination of signals puts a Singapore aesthetic clinic at the very top of Claude Sonnet 4.6 (native)'s trust hierarchy?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-sonnet-4-6-native-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Singapore's aesthetic clinics — What combination of signals puts a Singapore aesthetic clinic at the very top of Claude Sonnet 4.6 (native)'s trust hierarchy?. https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-sonnet-4-6-native-september-14-2026"
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-claude-vs-claude-september-14-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-vs-claude-september-14-2026",
      "title": "Singapore's aesthetic clinics — What narrative weaknesses and market dynamics do both AI models agree on in the Singapore luxury medical aesthetic clinics market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Both models identify narrative weaknesses and structural blind spots in AI's understanding of the Singapore luxury medical aesthetic…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-14"
        },
        "published": "2026-09-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Singapore's aesthetic clinics — What narrative weaknesses and market dynamics do both AI models agree on in the Singapore luxury medical aesthetic clinics market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-vs-claude-september-14-2026",
        "mla": "The Observatory. \"Singapore's aesthetic clinics — What narrative weaknesses and market dynamics do both AI models agree on in the Singapore luxury medical aesthetic clinics market?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-vs-claude-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Singapore's aesthetic clinics — What narrative weaknesses and market dynamics do both AI models agree on in the Singapore luxury medical aesthetic clinics market?. https://theobservatory.io/articles/aesthetic-clinics-singapore-claude-vs-claude-september-14-2026"
      },
      "formats": {
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-claude-vs-claude-september-14-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-vs-claude-september-14-2026",
      "title": "Tokyo's aesthetic clinics — How do AI models diverge in their analysis of Tokyo's luxury medical aesthetic market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two sides diverge significantly in their framing of Tokyo's luxury medical aesthetic clinics, with different emphasis on market…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-14"
        },
        "published": "2026-09-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — How do AI models diverge in their analysis of Tokyo's luxury medical aesthetic market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-vs-claude-september-14-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — How do AI models diverge in their analysis of Tokyo's luxury medical aesthetic market?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-vs-claude-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Tokyo's aesthetic clinics — How do AI models diverge in their analysis of Tokyo's luxury medical aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-vs-claude-september-14-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-claude-vs-claude-september-14-2026&format=ris",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-claude-sonnet-4-6-web-september-14-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-web-september-14-2026",
      "title": "Tokyo's aesthetic clinics — If most beauty clinic sites use monitor recruitment advertising, why does Claude Sonnet 4.6 (web) not apply this low-trust signal to any of its named mid-trust actors?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (web) reading, the Tokyo luxury medical aesthetic clinic market is framed as a trust hierarchy built almost…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-14"
        },
        "published": "2026-09-17"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — If most beauty clinic sites use monitor recruitment advertising, why does Claude Sonnet 4.6 (web) not apply this low-trust signal to any of its named mid-trust actors? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-web-september-14-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — If most beauty clinic sites use monitor recruitment advertising, why does Claude Sonnet 4.6 (web) not apply this low-trust signal to any of its named mid-trust actors?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-web-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Tokyo's aesthetic clinics — If most beauty clinic sites use monitor recruitment advertising, why does Claude Sonnet 4.6 (web) not apply this low-trust signal to any of its named mid-trust actors?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-web-september-14-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-claude-sonnet-4-6-web-september-14-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-claude-sonnet-4-6-web-september-14-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-claude-sonnet-4-6-web-september-14-2026&format=csl",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-web-september-14-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-14-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-14-2026",
      "title": "Tokyo's aesthetic clinics — Why does AI ignore the hotel concierges who actually curate Tokyo's luxury aesthetic access?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Claude Sonnet 4.6 (native) reading, the Tokyo luxury medical aesthetic clinic market is framed as one where AI's trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-14",
          "end": "2026-09-14"
        },
        "published": "2026-09-15"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — Why does AI ignore the hotel concierges who actually curate Tokyo's luxury aesthetic access? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-14-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — Why does AI ignore the hotel concierges who actually curate Tokyo's luxury aesthetic access?.\" The Observatory, observed September 14, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-14-2026.",
        "plain": "According to The Observatory (observed September 14, 2026), Tokyo's aesthetic clinics — Why does AI ignore the hotel concierges who actually curate Tokyo's luxury aesthetic access?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-14-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-14-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-14-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-14-2026&format=csl",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-claude-sonnet-4-6-native-september-14-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-query-spotlight-cost-facelift-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-september-7-13-2026",
      "title": "Luxury Medical Aesthetic Clinics Istanbul: “cost of facelift Istanbul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run observation period (September 7–13, 2026) for the query \"cost of facelift Istanbul\" on Google desktop, us-uk.bookimed.com holds the rank-1 median organic position on this query in the Luxury Medical Aesthetic Clinics Istanbul market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": "cost of facelift Istanbul"
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-17"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Istanbul: “cost of facelift Istanbul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-september-7-13-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Istanbul: “cost of facelift Istanbul”.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Luxury Medical Aesthetic Clinics Istanbul: “cost of facelift Istanbul”. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-cost-facelift-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-cost-facelift-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-cost-facelift-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-cost-facelift-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-september-7-13-2026",
      "title": "Luxury Medical Aesthetic Clinics London: “cost of luxury injectables London”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 7–13, 2026, harleystreetinjectables.com holds the first organic position on the query \"cost of luxury injectables London\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics London.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": "cost of luxury injectables London"
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-17"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics London: “cost of luxury injectables London” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-september-7-13-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics London: “cost of luxury injectables London”.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Luxury Medical Aesthetic Clinics London: “cost of luxury injectables London”. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-cost-luxury-injectables-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-cost-luxury-injectables-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-cost-luxury-injectables-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-cost-luxury-injectables-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-query-spotlight-cost-botox-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-september-7-13-2026",
      "title": "Luxury Medical Aesthetic Clinics Los Angeles: “cost of Botox Los Angeles”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 7–13, 2026, santamonicaskin.com and unifymedcare.com both hold median position 1 on the query \"cost of Botox Los Angeles\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics Los Angeles market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": "cost of Botox Los Angeles"
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-17"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Los Angeles: “cost of Botox Los Angeles” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-september-7-13-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Los Angeles: “cost of Botox Los Angeles”.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Luxury Medical Aesthetic Clinics Los Angeles: “cost of Botox Los Angeles”. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-cost-botox-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-cost-botox-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-cost-botox-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-cost-botox-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-september-7-13-2026",
      "title": "Luxury Medical Aesthetic Clinics New York: “cost of injectables NYC”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period (September 7–13, 2026), reddit.com holds median position 1 on the query \"cost of injectables NYC\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics New York.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": "cost of injectables NYC"
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-17"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics New York: “cost of injectables NYC” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-september-7-13-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics New York: “cost of injectables NYC”.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Luxury Medical Aesthetic Clinics New York: “cost of injectables NYC”. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-query-spotlight-botox-cost-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-september-7-13-2026",
      "title": "Luxury Medical Aesthetic Clinics Seoul: “botox cost Seoul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period September 7–13, 2026, enlienjang.com holds the first organic position on the query \"botox cost Seoul\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Seoul in South Korea.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": "botox cost Seoul"
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-16"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Seoul: “botox cost Seoul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-september-7-13-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Seoul: “botox cost Seoul”.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Luxury Medical Aesthetic Clinics Seoul: “botox cost Seoul”. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-botox-cost-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-botox-cost-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-botox-cost-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-botox-cost-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-query-spotlight-cost-botox-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-september-7-13-2026",
      "title": "Luxury Medical Aesthetic Clinics Singapore: “cost of botox Singapore”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period September 7–13, 2026, neesoonclinic.sg holds the first organic position on the query \"cost of botox Singapore\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Singapore in Singapore.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": "cost of botox Singapore"
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-16"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Singapore: “cost of botox Singapore” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-september-7-13-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Singapore: “cost of botox Singapore”.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Luxury Medical Aesthetic Clinics Singapore: “cost of botox Singapore”. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-cost-botox-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-cost-botox-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-cost-botox-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-cost-botox-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-september-7-13-2026",
      "title": "Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “cost of luxury injectables Miami”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period September 7–13, 2026, myskinup.com holds the first organic position on the query \"cost of luxury injectables Miami\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics South Florida market, with a median best organic position on this query of position 1 and presence in 6 of 6 comparable runs (100%).",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": "cost of luxury injectables Miami"
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-17"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “cost of luxury injectables Miami” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-september-7-13-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “cost of luxury injectables Miami”.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “cost of luxury injectables Miami”. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-september-7-13-2026",
      "title": "Luxury Medical Aesthetic Clinics Tokyo: “aesthetic clinic consultation Tokyo cost”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 5 comparable scheduled runs in the observation period September 7–13, 2026, Azabu Skin Clinic holds the rank-1 median organic position on the query \"aesthetic clinic consultation Tokyo cost\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics Tokyo market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": "aesthetic clinic consultation Tokyo cost"
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-16"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Tokyo: “aesthetic clinic consultation Tokyo cost” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-september-7-13-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Tokyo: “aesthetic clinic consultation Tokyo cost”.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Luxury Medical Aesthetic Clinics Tokyo: “aesthetic clinic consultation Tokyo cost”. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-september-7-13-2026",
      "title": "Luxury Medical Aesthetic Clinics UAE Dubai: “cost of Botox injections Dubai”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 7–13, 2026, Euromed Clinic Center holds the first organic position on the query \"cost of Botox injections Dubai\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics UAE market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": "cost of Botox injections Dubai"
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-17"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics UAE Dubai: “cost of Botox injections Dubai” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-september-7-13-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics UAE Dubai: “cost of Botox injections Dubai”.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Luxury Medical Aesthetic Clinics UAE Dubai: “cost of Botox injections Dubai”. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-cost-botox-injections-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-cost-botox-injections-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-cost-botox-injections-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-cost-botox-injections-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-ai-overview-control-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-7-13-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Istanbul market at 30.77%, observed across 7 comparable scheduled runs in the observation period September 7–13, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-15"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-7-13-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-ai-overview-control-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-7-13-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics London market across the 7-run window September 7–13, 2026, recording 17.61% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-15"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-7-13-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-ai-overview-control-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-7-13-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on this market in this card scope, at 13.64%, across 7 comparable scheduled runs in the observation period September 7–13, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-15"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-7-13-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-ai-overview-control-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-7-13-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Tribeca MedSpa holds the strongest AI opening share on this market across the 7-run window September 7–13, 2026, at 15.03%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-15"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-7-13-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-ai-overview-control-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-7-13-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 6-run window from September 7–13, 2026, us-uk.bookimed.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Seoul market at 15.50%, leading a top-10 panel drawn from 80 observed queries on Google desktop in South Korea.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-14"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-7-13-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-ai-overview-control-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-7-13-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "smc.gov.sg holds the strongest AI opening share on this market across the 6-run observation period (September 7–13, 2026), at 16.67%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-14"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-7-13-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-ai-overview-control-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-7-13-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "pmc.ncbi.nlm.nih.gov holds the rank-1 AI opening share on the Luxury Medical Aesthetic Clinics South Florida market across the 6-run observation period September 7–13, 2026, at 18.66%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-15"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-7-13-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-ai-overview-control-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-7-13-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on this market across the 7-run window September 7–13, 2026, at 17.49%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-15"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-7-13-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-most-cited-by-ai-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-7-13-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI citation share on this market across the 7-run window September 7–13, 2026, at 27.01%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-7-13-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-most-cited-by-ai-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-7-13-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics London panel at 20.39%, observed across 7 comparable scheduled runs from September 7–13, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-7-13-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-most-cited-by-ai-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-7-13-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from September 7–13, 2026, youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Los Angeles market at 17.62%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-7-13-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-most-cited-by-ai-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-7-13-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics New York panel at 15.07%, observed across 7 comparable scheduled runs in the observation period September 7–13, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-7-13-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-most-cited-by-ai-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-7-13-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Seoul panel at 18.47%, accumulated across 6 comparable scheduled runs in the observation period September 7–13, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-18"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-7-13-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-most-cited-by-ai-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-7-13-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Singapore market at 9.88%, observed across 6 comparable scheduled runs in the observation period September 7–13, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-18"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-7-13-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-7-13-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics South Florida market across the 6-run window September 7–13, 2026, recording 23.34% of cumulative AI Overview citations observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-7-13-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-most-cited-by-ai-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-7-13-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI citation share on this market across the 5-run window, at 32.86%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-18"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-7-13-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-most-cited-by-ai-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-7-13-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics UAE market across the 7-run window September 7–13, 2026, at 17.86%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-7-13-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-organic-ranking-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-7-13-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period September 7–13, 2026, us-uk.bookimed.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Istanbul panel, with 55.00% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-14"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-7-13-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-organic-ranking-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-7-13-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "pmc.ncbi.nlm.nih.gov most often holds the top organic position on the Luxury Medical Aesthetic Clinics London top-5 panel across the 7-run window September 7–13, 2026, with 16.96% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-14"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-7-13-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-organic-ranking-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-7-13-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from September 7–13, 2026, yelp.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Los Angeles panel, with 57.14% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-14"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-7-13-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-organic-ranking-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-7-13-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "tribecamedspa.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics New York surface across 7 comparable scheduled runs in the observation period September 7–13, 2026, with 24.82% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-14"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-7-13-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-organic-ranking-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-7-13-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period September 7–13, 2026, enlienjang.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Seoul panel, with 30.83% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-13"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-7-13-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-organic-ranking-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-7-13-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "sassymamasg.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Singapore surface across 6 comparable scheduled runs (September 7–13, 2026), showing 36.04% observed presence as breadth context across 80 queries per run.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-13"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-7-13-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-september-7-13-2026&format=csl",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-organic-ranking-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-7-13-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period September 7–13, 2026, the top-5 organic panel for Luxury Medical Aesthetic Clinics South Florida is occupied entirely by institutional domains and social platforms.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-14"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-7-13-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-september-7-13-2026&format=json",
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        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-organic-ranking-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-7-13-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Tokyo market across the 5-run window from September 7–13, 2026, with 59.25% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-13"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-7-13-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-september-7-13-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-september-7-13-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-7-13-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-september-7-13-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-organic-ranking-september-7-13-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-7-13-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "pmc.ncbi.nlm.nih.gov most often holds the top organic position on the observed organic surface for Luxury Medical Aesthetic Clinics UAE across 7 comparable scheduled runs in the observation period September 7–13, 2026, with 15.00% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-13"
        },
        "published": "2026-09-14"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-7-13-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed September 7–13, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-7-13-2026.",
        "plain": "According to The Observatory (observed September 7–13, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-7-13-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-september-7-13-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-september-7-13-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-september-7-13-2026&format=csl",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-september-7-13-2026/citation.txt",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-google-ai-mode-web-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-google-ai-mode-web-september-7-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Does Florida's medical licensing system play no role in how AI trusts aesthetic clinics?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Google AI Mode (deep-search) reading, trust distribution in the South Florida luxury medical aesthetics market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-07"
        },
        "published": "2026-09-11"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Does Florida's medical licensing system play no role in how AI trusts aesthetic clinics? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-google-ai-mode-web-september-7-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Does Florida's medical licensing system play no role in how AI trusts aesthetic clinics?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-google-ai-mode-web-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Aesthetic clinics in Miami / Palm Beach — Does Florida's medical licensing system play no role in how AI trusts aesthetic clinics?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-google-ai-mode-web-september-7-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-google-ai-mode-web-september-7-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-google-ai-mode-web-september-7-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-google-ai-mode-web-september-7-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-google-ai-mode-web-september-7-2026&format=json",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-chatgpt-vs-google-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-google-september-7-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — How do GPT-4o (native) and Google AI Mode differ in their market framing?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of role differentiation challenges and the actors involved in South Florida's luxury…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-07"
        },
        "published": "2026-09-13"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — How do GPT-4o (native) and Google AI Mode differ in their market framing? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-google-september-7-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — How do GPT-4o (native) and Google AI Mode differ in their market framing?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-google-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Aesthetic clinics in Miami / Palm Beach — How do GPT-4o (native) and Google AI Mode differ in their market framing?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-google-september-7-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-chatgpt-vs-google-september-7-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-chatgpt-vs-google-september-7-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-chatgpt-vs-google-september-7-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-chatgpt-vs-google-september-7-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-google-september-7-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-gpt-4o-native-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-september-7-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — If the model admits it cannot see high-trust local specialists, what is its trust map actually measuring?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the South Florida luxury medical aesthetic clinics market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-07"
        },
        "published": "2026-09-09"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — If the model admits it cannot see high-trust local specialists, what is its trust map actually measuring? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-september-7-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — If the model admits it cannot see high-trust local specialists, what is its trust map actually measuring?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-september-7-2026.",
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      "title": "Dubai's aesthetic clinics — Does a model's self-declared bias warning carry any weight if the output remains unchanged?",
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      "summary": "In this GPT-4o (native) reading, the UAE luxury medical aesthetic clinics market is framed as a trust hierarchy…",
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        "vertical": "aesthetic-clinics",
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        "surface": null,
        "query": null
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          "end": "2026-09-07"
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        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Does a model's self-declared bias warning carry any weight if the output remains unchanged? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-september-7-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Does a model's self-declared bias warning carry any weight if the output remains unchanged?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Dubai's aesthetic clinics — Does a model's self-declared bias warning carry any weight if the output remains unchanged?. https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-september-7-2026"
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      "title": "Dubai's aesthetic clinics — Is this model's market map partly drawn by one of the clinics it places at the top?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Google AI Mode (deep-search) reading, the UAE luxury medical aesthetic clinic market is framed as a hierarchy where narrative…",
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        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
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        "surface": null,
        "query": null
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          "end": "2026-09-07"
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        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Is this model's market map partly drawn by one of the clinics it places at the top? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-google-ai-mode-web-september-7-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Is this model's market map partly drawn by one of the clinics it places at the top?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-google-ai-mode-web-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Dubai's aesthetic clinics — Is this model's market map partly drawn by one of the clinics it places at the top?. https://theobservatory.io/articles/aesthetic-clinics-dubai-google-ai-mode-web-september-7-2026"
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      "title": "Dubai's aesthetic clinics — Which actors does Google AI Mode highlight in the UAE luxury medical aesthetic clinics market?",
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        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of the UAE luxury medical aesthetic clinics market, with GPT-4o (native) focusing…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
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          "start": "2026-09-07",
          "end": "2026-09-07"
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        "mla": "The Observatory. \"Dubai's aesthetic clinics — Which actors does Google AI Mode highlight in the UAE luxury medical aesthetic clinics market?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-chatgpt-vs-google-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Dubai's aesthetic clinics — Which actors does Google AI Mode highlight in the UAE luxury medical aesthetic clinics market?. https://theobservatory.io/articles/aesthetic-clinics-dubai-chatgpt-vs-google-september-7-2026"
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      "title": "Istanbul's aesthetic clinics — Can an AI model diagnose its own market distortion while reproducing it?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "This Google AI Mode (deep-search) reading concludes that Istanbul's luxury medical aesthetic market is algorithmically anchored…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
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          "start": "2026-09-07",
          "end": "2026-09-07"
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        "mla": "The Observatory. \"Istanbul's aesthetic clinics — Can an AI model diagnose its own market distortion while reproducing it?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-google-ai-mode-web-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Istanbul's aesthetic clinics — Can an AI model diagnose its own market distortion while reproducing it?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-google-ai-mode-web-september-7-2026"
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      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-chatgpt-vs-google-september-7-2026",
      "title": "Istanbul's aesthetic clinics — How do GPT-4o (native) and Google AI Mode diverge in framing Istanbul's market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of Istanbul's luxury medical aesthetic clinics, with GPT-4o (native) focusing…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
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      "dates": {
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          "start": "2026-09-07",
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        "mla": "The Observatory. \"Istanbul's aesthetic clinics — How do GPT-4o (native) and Google AI Mode diverge in framing Istanbul's market?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-chatgpt-vs-google-september-7-2026.",
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    {
      "id": "card:aesthetic-clinics-istanbul-gpt-4o-native-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-native-september-7-2026",
      "title": "Istanbul's aesthetic clinics — Who actually holds the top trust positions in Istanbul's luxury aesthetic clinic scene — and why does the model know so little about them?",
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        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Istanbul luxury medical aesthetic clinics market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
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      "dates": {
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          "start": "2026-09-07",
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        "mla": "The Observatory. \"Istanbul's aesthetic clinics — Who actually holds the top trust positions in Istanbul's luxury aesthetic clinic scene — and why does the model know so little about them?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-native-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Istanbul's aesthetic clinics — Who actually holds the top trust positions in Istanbul's luxury aesthetic clinic scene — and why does the model know so little about them?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-native-september-7-2026"
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    {
      "id": "card:aesthetic-clinics-london-gpt-4o-native-september-7-2026",
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      "title": "London's aesthetic clinics — How seriously should a market entrant take an AI narrative that admits it understates barriers to entry?",
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        "id": "dnc-lens",
        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the London luxury medical aesthetic clinics market is framed as a signal-driven…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
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      "dates": {
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        "apa": "The Observatory. (2026). London's aesthetic clinics — How seriously should a market entrant take an AI narrative that admits it understates barriers to entry? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-native-september-7-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — How seriously should a market entrant take an AI narrative that admits it understates barriers to entry?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-native-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), London's aesthetic clinics — How seriously should a market entrant take an AI narrative that admits it understates barriers to entry?. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-native-september-7-2026"
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      "summary": "In this Google AI Mode (deep-search) reading, the London luxury medical aesthetic clinic market is framed as an algorithmically engineered…",
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        "vertical": "aesthetic-clinics",
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        "mla": "The Observatory. \"London's aesthetic clinics — If AI treats repeated association as verified fact, what happens to clinics that are frequently but inaccurately described?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-google-ai-mode-web-september-7-2026.",
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      "title": "London's aesthetic clinics — Which actors does Google AI Mode highlight in the London luxury medical aesthetics market?",
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      "summary": "The two models diverge significantly in their framing of role differentiation challenges within London's luxury medical aesthetic clinics…",
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      "summary": "This Google AI Mode (deep-search) reading concludes that trust attribution in the Los Angeles luxury medical aesthetics market…",
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        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
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        "plain": "According to The Observatory (observed September 7, 2026), Los Angeles's aesthetic clinics — Can a trust analysis of LA luxury aesthetics be credible when all its sources have commercial stakes in the market's trust architecture?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-google-ai-mode-web-september-7-2026"
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      "title": "Los Angeles's aesthetic clinics — Is GPT-4o's trust-repair advice actionable or just a restatement of its own ranking criteria?",
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      "summary": "In this GPT-4o (native) reading, the Los Angeles luxury medical aesthetic clinics market is framed…",
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      "title": "Los Angeles's aesthetic clinics — Which specific clinics are shaping the Los Angeles luxury medical aesthetic market?",
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        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of the Los Angeles luxury medical aesthetic clinics market, with GPT-4o (native)…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
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        "surface": null,
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        "vertical": "aesthetic-clinics",
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        "mla": "The Observatory. \"New York's aesthetic clinics — How do AI models differ in assessing role conflation risks?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-chatgpt-vs-google-september-7-2026.",
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      "title": "New York's aesthetic clinics — Is AI systematically disadvantaging New York's most experienced dermatologists?",
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Google AI Mode (deep-search) reading, the New York luxury medical aesthetics market is framed as a high-density, high-margin…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
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      "title": "New York's aesthetic clinics — Is GPT-4o's trust-repair advice really just a guide to gaming its own ranking logic?",
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      "summary": "In this GPT-4o (native) reading, the New York luxury medical aesthetic clinics market is framed…",
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        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-07"
        },
        "published": "2026-09-09"
      },
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        "apa": "The Observatory. (2026). New York's aesthetic clinics — Is GPT-4o's trust-repair advice really just a guide to gaming its own ranking logic? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-gpt-4o-native-september-7-2026",
        "mla": "The Observatory. \"New York's aesthetic clinics — Is GPT-4o's trust-repair advice really just a guide to gaming its own ranking logic?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-gpt-4o-native-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), New York's aesthetic clinics — Is GPT-4o's trust-repair advice really just a guide to gaming its own ranking logic?. https://theobservatory.io/articles/aesthetic-clinics-new-york-gpt-4o-native-september-7-2026"
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
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      "id": "card:aesthetic-clinics-seoul-google-ai-mode-web-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-google-ai-mode-web-september-7-2026",
      "title": "Seoul's aesthetic clinics — Can a marble lobby fool an AI into calling a factory clinic a boutique?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "This Google AI Mode (deep-search) reading concludes that role differentiation in Seoul's luxury medical aesthetic market is moderately…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-07"
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      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
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        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — Can a marble lobby fool an AI into calling a factory clinic a boutique? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-google-ai-mode-web-september-7-2026",
        "mla": "The Observatory. \"Seoul's aesthetic clinics — Can a marble lobby fool an AI into calling a factory clinic a boutique?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-google-ai-mode-web-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Seoul's aesthetic clinics — Can a marble lobby fool an AI into calling a factory clinic a boutique?. https://theobservatory.io/articles/aesthetic-clinics-seoul-google-ai-mode-web-september-7-2026"
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      "id": "card:aesthetic-clinics-seoul-gpt-4o-native-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-native-september-7-2026",
      "title": "Seoul's aesthetic clinics — How many quality Seoul clinics is GPT-4o simply unable to see?",
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        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, trust in Seoul's luxury medical aesthetic clinic market is framed as a function…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
      "dates": {
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          "start": "2026-09-07",
          "end": "2026-09-07"
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        "mla": "The Observatory. \"Seoul's aesthetic clinics — How many quality Seoul clinics is GPT-4o simply unable to see?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-native-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Seoul's aesthetic clinics — How many quality Seoul clinics is GPT-4o simply unable to see?. https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-native-september-7-2026"
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    {
      "id": "card:aesthetic-clinics-seoul-chatgpt-vs-google-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-chatgpt-vs-google-september-7-2026",
      "title": "Seoul's aesthetic clinics — What reasoning methods do AI models use to frame Seoul's luxury clinics?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of Seoul's luxury medical aesthetic clinics, with GPT-4o (native) emphasizing…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-07"
        },
        "published": "2026-09-12"
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        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — What reasoning methods do AI models use to frame Seoul's luxury clinics? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-chatgpt-vs-google-september-7-2026",
        "mla": "The Observatory. \"Seoul's aesthetic clinics — What reasoning methods do AI models use to frame Seoul's luxury clinics?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-chatgpt-vs-google-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Seoul's aesthetic clinics — What reasoning methods do AI models use to frame Seoul's luxury clinics?. https://theobservatory.io/articles/aesthetic-clinics-seoul-chatgpt-vs-google-september-7-2026"
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        "terms": "https://theobservatory.io/terms"
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    {
      "id": "card:aesthetic-clinics-singapore-gpt-4o-native-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-september-7-2026",
      "title": "Singapore's aesthetic clinics — Can a trust framework that defines its own criteria through its own conclusions ever be externally validated?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Singapore luxury medical aesthetic clinics market is framed as a trust…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-07"
        },
        "published": "2026-09-08"
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      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
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        "apa": "The Observatory. (2026). Singapore's aesthetic clinics — Can a trust framework that defines its own criteria through its own conclusions ever be externally validated? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-september-7-2026",
        "mla": "The Observatory. \"Singapore's aesthetic clinics — Can a trust framework that defines its own criteria through its own conclusions ever be externally validated?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Singapore's aesthetic clinics — Can a trust framework that defines its own criteria through its own conclusions ever be externally validated?. https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-september-7-2026"
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
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    {
      "id": "card:aesthetic-clinics-singapore-google-ai-mode-web-september-7-2026",
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      "title": "Singapore's aesthetic clinics — Does following Singapore's aesthetic advertising rules make a clinic less visible to AI recommenders?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Google AI Mode (deep-search) reading, trust in Singapore's luxury medical aesthetic clinic market is framed as structurally biased…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-07"
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        "published": "2026-09-10"
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      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
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        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Singapore's aesthetic clinics — Does following Singapore's aesthetic advertising rules make a clinic less visible to AI recommenders? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-google-ai-mode-web-september-7-2026",
        "mla": "The Observatory. \"Singapore's aesthetic clinics — Does following Singapore's aesthetic advertising rules make a clinic less visible to AI recommenders?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-google-ai-mode-web-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Singapore's aesthetic clinics — Does following Singapore's aesthetic advertising rules make a clinic less visible to AI recommenders?. https://theobservatory.io/articles/aesthetic-clinics-singapore-google-ai-mode-web-september-7-2026"
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
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    {
      "id": "card:aesthetic-clinics-singapore-chatgpt-vs-google-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-chatgpt-vs-google-september-7-2026",
      "title": "Singapore's aesthetic clinics — How do GPT-4o (native) and Google AI Mode differ in their view of role conflation?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of role differentiation within Singapore's luxury medical aesthetic clinics…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
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      "citation": {
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        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Singapore's aesthetic clinics — How do GPT-4o (native) and Google AI Mode differ in their view of role conflation? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-chatgpt-vs-google-september-7-2026",
        "mla": "The Observatory. \"Singapore's aesthetic clinics — How do GPT-4o (native) and Google AI Mode differ in their view of role conflation?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-chatgpt-vs-google-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Singapore's aesthetic clinics — How do GPT-4o (native) and Google AI Mode differ in their view of role conflation?. https://theobservatory.io/articles/aesthetic-clinics-singapore-chatgpt-vs-google-september-7-2026"
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
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    },
    {
      "id": "card:aesthetic-clinics-tokyo-google-ai-mode-web-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-google-ai-mode-web-september-7-2026",
      "title": "Tokyo's aesthetic clinics — Does a Tokyo clinic that hides its true cost rank higher in Google AI Mode (deep-search) than one that is fully transparent?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Google AI Mode (deep-search) reading, Tokyo's luxury medical aesthetic clinic market is framed as systematically misrepresented…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-07"
        },
        "published": "2026-09-10"
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      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
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        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — Does a Tokyo clinic that hides its true cost rank higher in Google AI Mode (deep-search) than one that is fully transparent? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-google-ai-mode-web-september-7-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — Does a Tokyo clinic that hides its true cost rank higher in Google AI Mode (deep-search) than one that is fully transparent?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-google-ai-mode-web-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Tokyo's aesthetic clinics — Does a Tokyo clinic that hides its true cost rank higher in Google AI Mode (deep-search) than one that is fully transparent?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-google-ai-mode-web-september-7-2026"
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-google-ai-mode-web-september-7-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-google-ai-mode-web-september-7-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-google-ai-mode-web-september-7-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-google-ai-mode-web-september-7-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-gpt-4o-native-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-september-7-2026",
      "title": "Tokyo's aesthetic clinics — Should fashion magazines be the trust anchors for luxury medical clinics?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Tokyo luxury medical aesthetic clinics market is framed as a trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-07"
        },
        "published": "2026-09-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — Should fashion magazines be the trust anchors for luxury medical clinics? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-september-7-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — Should fashion magazines be the trust anchors for luxury medical clinics?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Tokyo's aesthetic clinics — Should fashion magazines be the trust anchors for luxury medical clinics?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-september-7-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gpt-4o-native-september-7-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gpt-4o-native-september-7-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gpt-4o-native-september-7-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gpt-4o-native-september-7-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-september-7-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-chatgpt-vs-google-september-7-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-google-september-7-2026",
      "title": "Tokyo's aesthetic clinics — What foundational principles does Google AI Mode use to construct the Tokyo luxury medical aesthetics market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of the Tokyo luxury medical aesthetic clinics market, with GPT-4o (native) focusing…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-09-07",
          "end": "2026-09-07"
        },
        "published": "2026-09-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — What foundational principles does Google AI Mode use to construct the Tokyo luxury medical aesthetics market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-google-september-7-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — What foundational principles does Google AI Mode use to construct the Tokyo luxury medical aesthetics market?.\" The Observatory, observed September 7, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-google-september-7-2026.",
        "plain": "According to The Observatory (observed September 7, 2026), Tokyo's aesthetic clinics — What foundational principles does Google AI Mode use to construct the Tokyo luxury medical aesthetics market?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-google-september-7-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-chatgpt-vs-google-september-7-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-chatgpt-vs-google-september-7-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-chatgpt-vs-google-september-7-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-chatgpt-vs-google-september-7-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-google-september-7-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-query-spotlight-best-dermatology-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-august-31-to-september-6-2026",
      "title": "Luxury Medical Aesthetic Clinics Istanbul: “best aesthetic dermatology clinics Istanbul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run observation period (August 31 – September 6, 2026) for the query \"best aesthetic dermatology clinics Istanbul\" (Organic Ranking — Top 5), turkeyluxuryclinics.com holds the first organic position on this query in the Luxury Medical Aesthetic Clinics Istanbul market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": "best aesthetic dermatology clinics Istanbul"
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-10"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Istanbul: “best aesthetic dermatology clinics Istanbul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Istanbul: “best aesthetic dermatology clinics Istanbul”.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Luxury Medical Aesthetic Clinics Istanbul: “best aesthetic dermatology clinics Istanbul”. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-best-dermatology-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-best-dermatology-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-best-dermatology-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-best-dermatology-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-best-dermatology-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-august-31-to-september-6-2026",
      "title": "Luxury Medical Aesthetic Clinics Los Angeles: “best post-liposuction aftercare clinics Los Angeles”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period (August 31 – September 6, 2026), feldmaraesthetics.com holds the first organic position on the query \"best post-liposuction aftercare clinics Los Angeles\" with a median of position 1 and presence in 7 of 7 comparable runs (100%) on the Luxury Medical Aesthetic Clinics Los Angeles surface.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": "best post-liposuction aftercare clinics Los Angeles"
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-10"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Los Angeles: “best post-liposuction aftercare clinics Los Angeles” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Los Angeles: “best post-liposuction aftercare clinics Los Angeles”.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Luxury Medical Aesthetic Clinics Los Angeles: “best post-liposuction aftercare clinics Los Angeles”. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-post-liposuction-aftercare-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-august-31-to-september-6-2026",
      "title": "Luxury Medical Aesthetic Clinics New York: “leading regenerative medicine doctor New York”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period (August 31 – September 6, 2026), weillcornell.org holds the first organic position on the query \"leading regenerative medicine doctor New York\" in the Luxury Medical Aesthetic Clinics New York market, with a median best organic position on this query of position 1.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": "leading regenerative medicine doctor New York"
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-10"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics New York: “leading regenerative medicine doctor New York” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics New York: “leading regenerative medicine doctor New York”.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Luxury Medical Aesthetic Clinics New York: “leading regenerative medicine doctor New York”. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-leading-regenerative-medicine-doctor-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-august-31-to-september-6-2026",
      "title": "Luxury Medical Aesthetic Clinics Seoul: “reputable liposuction surgeons Seoul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period (August 31 – September 6, 2026), meclinic.net holds the first organic position on the query \"reputable liposuction surgeons Seoul\" for Luxury Medical Aesthetic Clinics Seoul in South Korea, with a median best organic position on this query of position 1.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": "reputable liposuction surgeons Seoul"
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-09"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Seoul: “reputable liposuction surgeons Seoul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Seoul: “reputable liposuction surgeons Seoul”.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Luxury Medical Aesthetic Clinics Seoul: “reputable liposuction surgeons Seoul”. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-reputable-liposuction-surgeons-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-august-31-to-september-6-2026",
      "title": "Luxury Medical Aesthetic Clinics Singapore: “expert aesthetic dermatologist Singapore”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period (August 31 – September 6, 2026), Stephanie Ho Dermatology holds median position 1 on the query \"expert aesthetic dermatologist Singapore\" (Organic Ranking — Top 5) in Luxury Medical Aesthetic Clinics Singapore.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": "expert aesthetic dermatologist Singapore"
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-09"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Singapore: “expert aesthetic dermatologist Singapore” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Singapore: “expert aesthetic dermatologist Singapore”.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Luxury Medical Aesthetic Clinics Singapore: “expert aesthetic dermatologist Singapore”. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-expert-dermatologist-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-expert-dermatologist-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-expert-dermatologist-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-expert-dermatologist-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-expert-dermatologist-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-august-31-to-september-6-2026",
      "title": "Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “expert opinion on regenerative aesthetics”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run observation period (August 31 – September 6, 2026) for the query \"expert opinion on regenerative aesthetics\" in the Luxury Medical Aesthetic Clinics South Florida market, pmc.ncbi.nlm.nih.gov holds the rank-1 best organic position on this query at position 1 (median), present in 7 of 7 comparable runs (100%).",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": "expert opinion on regenerative aesthetics"
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-10"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “expert opinion on regenerative aesthetics” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “expert opinion on regenerative aesthetics”.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “expert opinion on regenerative aesthetics”. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-expert-opinion-regenerative-aesthetics-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-august-31-to-september-6-2026",
      "title": "Luxury Medical Aesthetic Clinics Tokyo: “expert aesthetic dermatologist Tokyo”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period August 31 – September 6, 2026, Matsurika Clinic Ginza holds the rank-1 best organic position on the query \"expert aesthetic dermatologist Tokyo\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics Tokyo market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": "expert aesthetic dermatologist Tokyo"
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-09"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Tokyo: “expert aesthetic dermatologist Tokyo” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Tokyo: “expert aesthetic dermatologist Tokyo”.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Luxury Medical Aesthetic Clinics Tokyo: “expert aesthetic dermatologist Tokyo”. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-expert-dermatologist-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-august-31-to-september-6-2026",
      "title": "Luxury Medical Aesthetic Clinics UAE Dubai: “guide to choosing a reputable aesthetic clinic”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "On the query \"guide to choosing a reputable aesthetic clinic\" (Organic Ranking — Top 5), glowdubai.ae holds median position 1 across the 7-run observation period (August 31 – September 6, 2026) in the Luxury Medical Aesthetic Clinics UAE market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": "guide to choosing a reputable aesthetic clinic"
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-10"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics UAE Dubai: “guide to choosing a reputable aesthetic clinic” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics UAE Dubai: “guide to choosing a reputable aesthetic clinic”.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Luxury Medical Aesthetic Clinics UAE Dubai: “guide to choosing a reputable aesthetic clinic”. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-guide-choosing-reputable-clinic-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-ai-overview-control-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-31-to-september-6-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Istanbul market in the period-wide ranking, at 27.88%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-ai-overview-control-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-31-to-september-6-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics London market across the 7-run window August 31 – September 6, 2026, at 19.35%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-ai-overview-control-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-31-to-september-6-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Los Angeles market across the 7-run window August 31 – September 6, 2026, at 14.97%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-ai-overview-control-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-31-to-september-6-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Tribeca MedSpa holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics New York market across the 7-run observation period (August 31 – September 6, 2026), recording 15.85% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-ai-overview-control-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-31-to-september-6-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the rank-1 position on the AI Overview opening-control rail for Luxury Medical Aesthetic Clinics Seoul in South Korea, recording 14.86% AI opening share on this market across 6 comparable scheduled runs in the observation period August 31 – September 6, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-ai-overview-control-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-31-to-september-6-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "sassymamasg.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Singapore market across the 7-run window (August 31 – September 6, 2026), at 12.04%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-ai-overview-control-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-31-to-september-6-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "facebook.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics South Florida market across the 7-run observation period (August 31 – September 6, 2026), recording 14.80% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-ai-overview-control-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-31-to-september-6-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the rank-1 position on the AI Overview opening-control rail for Luxury Medical Aesthetic Clinics Tokyo across 6 comparable scheduled runs in the observation period August 31 – September 6, 2026, recording 39.76% AI opening share on this market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-ai-overview-control-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-31-to-september-6-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on this market across the 7-run window from August 31 – September 6, 2026, recording 22.11% of all AI answer openings observed on the top-10 panel for Luxury Medical Aesthetic Clinics UAE.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-08"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-most-cited-by-ai-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-31-to-september-6-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Istanbul market across the 7-run window August 31 – September 6, 2026, at 24.19%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-most-cited-by-ai-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-31-to-september-6-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics London market at 21.49%, observed across 7 comparable scheduled runs in the window August 31 – September 6, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-most-cited-by-ai-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-31-to-september-6-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on this market at 16.63%, with instagram.com close behind at 15.38%, across the 7-run window for Luxury Medical Aesthetic Clinics Los Angeles observed August 31 – September 6, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-most-cited-by-ai-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-31-to-september-6-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics New York panel at 17.37%, observed across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-most-cited-by-ai-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-31-to-september-6-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Seoul market across the 6-run window August 31 – September 6, 2026, at 18.49%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-11"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-most-cited-by-ai-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-31-to-september-6-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "drshane.sg holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Singapore panel at 9.54%, observed across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-11"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics South Florida market across the 7-run window from August 31 – September 6, 2026, at 23.03%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-most-cited-by-ai-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-31-to-september-6-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Tokyo panel at 32.44%, accumulated across 6 comparable scheduled runs in the observation period August 31 – September 6, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-11"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-most-cited-by-ai-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-31-to-september-6-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics UAE panel at 19.83%, accumulated across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-12"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-organic-ranking-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-31-to-september-6-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs from August 31 – September 6, 2026, us-uk.bookimed.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Istanbul surface, with 55.89% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-organic-ranking-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-31-to-september-6-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs from August 31 – September 6, 2026, pmc.ncbi.nlm.nih.gov most often holds the top organic position on the observed organic surface for Luxury Medical Aesthetic Clinics London in United Kingdom, with 18.21% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-organic-ranking-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-31-to-september-6-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run observation period (August 31 – September 6, 2026), yelp.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Los Angeles panel, showing 64.29% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-organic-ranking-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-31-to-september-6-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from August 31 – September 6, 2026, tribecamedspa.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics New York surface, with 23.93% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-31-to-september-6-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-31-to-september-6-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-organic-ranking-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-31-to-september-6-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across a 6-run observation period from August 31 – September 6, 2026, enlienjang.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Seoul surface, showing 31.67% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-06"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-august-31-to-september-6-2026&format=csl",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-organic-ranking-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-31-to-september-6-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "sassymamasg.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Singapore panel across 7 comparable scheduled runs (August 31 – September 6, 2026), with 33.39% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-06"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-31-to-september-6-2026&format=json",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-organic-ranking-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-31-to-september-6-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "pmc.ncbi.nlm.nih.gov most often holds the top organic position on the Luxury Medical Aesthetic Clinics South Florida panel across 7 comparable scheduled runs (August 31 – September 6, 2026), with 20.18% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-august-31-to-september-6-2026&format=json",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-organic-ranking-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-31-to-september-6-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period August 31 – September 6, 2026, the top-5 organic panel for Luxury Medical Aesthetic Clinics Tokyo is led by kojihifu.com, which most often holds the top organic position.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-06"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-august-31-to-september-6-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-august-31-to-september-6-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-31-to-september-6-2026/citation.txt",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-organic-ranking-august-31-to-september-6-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-31-to-september-6-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "pmc.ncbi.nlm.nih.gov most often holds the top organic position on the Luxury Medical Aesthetic Clinics UAE surface across the 7-run window from August 31 – September 6, 2026, averaging 15.00% observed presence.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-09-06"
        },
        "published": "2026-09-07"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-31-to-september-6-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed Aug 31 – Sep 6, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-31-to-september-6-2026.",
        "plain": "According to The Observatory (observed Aug 31 – Sep 6, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-31-to-september-6-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-august-31-to-september-6-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-august-31-to-september-6-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-august-31-to-september-6-2026&format=csl",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-gpt-4o-web-august-31-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-web-august-31-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Does GPT-4o (web)'s self-declared bias warning actually change any of its trust rankings?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the South Florida luxury medical aesthetic clinic market is framed as a trust hierarchy constructed almost…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-08-31"
        },
        "published": "2026-09-04"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Does GPT-4o (web)'s self-declared bias warning actually change any of its trust rankings? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-web-august-31-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Does GPT-4o (web)'s self-declared bias warning actually change any of its trust rankings?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-web-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Aesthetic clinics in Miami / Palm Beach — Does GPT-4o (web)'s self-declared bias warning actually change any of its trust rankings?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-web-august-31-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gpt-4o-web-august-31-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gpt-4o-web-august-31-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gpt-4o-web-august-31-2026&format=csl",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-web-august-31-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-chatgpt-vs-chatgpt-august-31-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-chatgpt-august-31-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — How much of South Florida's luxury aesthetics demand is cross-border, and why does the model not ask?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of the South Florida luxury medical aesthetic clinics market, with GPT-4o (web)…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-08-31"
        },
        "published": "2026-09-06"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — How much of South Florida's luxury aesthetics demand is cross-border, and why does the model not ask? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-chatgpt-august-31-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — How much of South Florida's luxury aesthetics demand is cross-border, and why does the model not ask?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-chatgpt-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Aesthetic clinics in Miami / Palm Beach — How much of South Florida's luxury aesthetics demand is cross-border, and why does the model not ask?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-chatgpt-august-31-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-chatgpt-vs-chatgpt-august-31-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-chatgpt-vs-chatgpt-august-31-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-chatgpt-vs-chatgpt-august-31-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-chatgpt-vs-chatgpt-august-31-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-chatgpt-august-31-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-gpt-4o-native-august-31-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-august-31-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Is high AI confidence in this market a sign of strong evidence or strong abstraction?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the South Florida luxury medical aesthetic clinics market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-08-31"
        },
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        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Is high AI confidence in this market a sign of strong evidence or strong abstraction? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-august-31-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Is high AI confidence in this market a sign of strong evidence or strong abstraction?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Aesthetic clinics in Miami / Palm Beach — Is high AI confidence in this market a sign of strong evidence or strong abstraction?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-august-31-2026"
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      "title": "Dubai's aesthetic clinics — Can a model correct for a bias it has already named?",
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      "summary": "In this GPT-4o (native) reading, the UAE luxury medical aesthetic clinics market is framed as a visibility-driven…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
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        "mla": "The Observatory. \"Dubai's aesthetic clinics — Can a model correct for a bias it has already named?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-august-31-2026.",
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      "title": "Dubai's aesthetic clinics — Can a model that names its own bias actually correct for it — or does naming it just make the distortion more legible?",
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        "label": "DNC Lens"
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      "summary": "In this GPT-4o (web) reading, the UAE luxury medical aesthetic clinics market is framed as a trust hierarchy where large clinic chains…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
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        "plain": "According to The Observatory (observed August 31, 2026), Dubai's aesthetic clinics — Can a model that names its own bias actually correct for it — or does naming it just make the distortion more legible?. https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-web-august-31-2026"
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      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-chatgpt-vs-chatgpt-august-31-2026",
      "title": "Dubai's aesthetic clinics — How do AI models differ in their emphasis on key market actors?",
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        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their identification and emphasis on key market actors and the factors shaping the UAE luxury…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
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        "plain": "According to The Observatory (observed August 31, 2026), Dubai's aesthetic clinics — How do AI models differ in their emphasis on key market actors?. https://theobservatory.io/articles/aesthetic-clinics-dubai-chatgpt-vs-chatgpt-august-31-2026"
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    {
      "id": "card:aesthetic-clinics-istanbul-gpt-4o-native-august-31-2026",
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      "title": "Istanbul's aesthetic clinics — Do 'Istanbul Aesthetic Center' and 'NewMe Health Clinic' actually exist and hold the reputations the model claims?",
      "family": {
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Istanbul luxury medical aesthetic clinics market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
      "dates": {
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          "start": "2026-08-31",
          "end": "2026-08-31"
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        "published": "2026-09-02"
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      "citation": {
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        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — Do 'Istanbul Aesthetic Center' and 'NewMe Health Clinic' actually exist and hold the reputations the model claims? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-native-august-31-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — Do 'Istanbul Aesthetic Center' and 'NewMe Health Clinic' actually exist and hold the reputations the model claims?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-native-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Istanbul's aesthetic clinics — Do 'Istanbul Aesthetic Center' and 'NewMe Health Clinic' actually exist and hold the reputations the model claims?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-native-august-31-2026"
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    {
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      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-web-august-31-2026",
      "title": "Istanbul's aesthetic clinics — Does GPT-4o (web) ultimately trust its own Istanbul trust map?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the Istanbul luxury medical aesthetic clinics market is framed as a visibility-driven trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
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        "mla": "The Observatory. \"Istanbul's aesthetic clinics — Does GPT-4o (web) ultimately trust its own Istanbul trust map?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-web-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Istanbul's aesthetic clinics — Does GPT-4o (web) ultimately trust its own Istanbul trust map?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-web-august-31-2026"
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    {
      "id": "card:aesthetic-clinics-istanbul-chatgpt-vs-chatgpt-august-31-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-chatgpt-vs-chatgpt-august-31-2026",
      "title": "Istanbul's aesthetic clinics — What reasoning methods do AI models use to assess market actors?",
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        "label": "Model Watch"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge in their emphasis on market drivers and actor prominence, with different clinics highlighted as central…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
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      "id": "card:aesthetic-clinics-london-gpt-4o-native-august-31-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-native-august-31-2026",
      "title": "London's aesthetic clinics — Does the model's closing caution effectively invalidate its own comparative methodology?",
      "family": {
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the London luxury medical aesthetic clinics market is framed as a trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
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      "dates": {
        "observed": {
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        "published": "2026-09-02"
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        "apa": "The Observatory. (2026). London's aesthetic clinics — Does the model's closing caution effectively invalidate its own comparative methodology? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-native-august-31-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — Does the model's closing caution effectively invalidate its own comparative methodology?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-native-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), London's aesthetic clinics — Does the model's closing caution effectively invalidate its own comparative methodology?. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-native-august-31-2026"
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      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-august-31-2026",
      "title": "London's aesthetic clinics — If a clinic is serious and competent but invisible to GPT-4o (web), does it exist in this market?",
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        "label": "DNC Lens"
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the London luxury medical aesthetic clinics market is framed as a trust hierarchy determined by CQC…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
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          "end": "2026-08-31"
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        "apa": "The Observatory. (2026). London's aesthetic clinics — If a clinic is serious and competent but invisible to GPT-4o (web), does it exist in this market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-august-31-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — If a clinic is serious and competent but invisible to GPT-4o (web), does it exist in this market?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), London's aesthetic clinics — If a clinic is serious and competent but invisible to GPT-4o (web), does it exist in this market?. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-august-31-2026"
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      "title": "London's aesthetic clinics — When a model names only one clinic in a fragmented market, what does that tell us about whose visibility it is actually measuring?",
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        "label": "Model Watch"
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      "summary": "The two models diverge in their framing of the market, with GPT-4o (native) emphasizing luxury and exclusivity, while GPT-4o (web) focuses…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
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        "surface": null,
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        "apa": "The Observatory. (2026). London's aesthetic clinics — When a model names only one clinic in a fragmented market, what does that tell us about whose visibility it is actually measuring? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-chatgpt-vs-chatgpt-august-31-2026",
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        "plain": "According to The Observatory (observed August 31, 2026), London's aesthetic clinics — When a model names only one clinic in a fragmented market, what does that tell us about whose visibility it is actually measuring?. https://theobservatory.io/articles/aesthetic-clinics-london-chatgpt-vs-chatgpt-august-31-2026"
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      "title": "Los Angeles's aesthetic clinics — If institutional affiliation is a top trust signal, why can't the model name a single institution?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Los Angeles luxury medical aesthetic clinics market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — If institutional affiliation is a top trust signal, why can't the model name a single institution? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-native-august-31-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — If institutional affiliation is a top trust signal, why can't the model name a single institution?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-native-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Los Angeles's aesthetic clinics — If institutional affiliation is a top trust signal, why can't the model name a single institution?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-native-august-31-2026"
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      "id": "card:aesthetic-clinics-los-angeles-gpt-4o-web-august-31-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-web-august-31-2026",
      "title": "Los Angeles's aesthetic clinics — If your trust map is built on SEO-oriented sources, what are you actually measuring?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the Los Angeles luxury medical aesthetic clinic market is framed as a trust landscape where actor credibility…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
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        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — If your trust map is built on SEO-oriented sources, what are you actually measuring?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-web-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Los Angeles's aesthetic clinics — If your trust map is built on SEO-oriented sources, what are you actually measuring?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-web-august-31-2026"
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      "id": "card:aesthetic-clinics-los-angeles-chatgpt-vs-chatgpt-august-31-2026",
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      "title": "Los Angeles's aesthetic clinics — Which actors are highlighted by different AI models in the Los Angeles luxury medical aesthetic market?",
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        "label": "Model Watch"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge in their identification of dominant actors and the emphasis on market…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
        "query": null
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        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — Which actors are highlighted by different AI models in the Los Angeles luxury medical aesthetic market?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-chatgpt-vs-chatgpt-august-31-2026.",
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      "title": "New York's aesthetic clinics — GPT-4o admits it's biased toward visible brands — so why does the bias still shape its output?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the New York luxury medical aesthetic clinics market is framed as a trust…",
      "scope": {
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        "vertical": "aesthetic-clinics",
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        "surface": null,
        "query": null
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        "mla": "The Observatory. \"New York's aesthetic clinics — GPT-4o admits it's biased toward visible brands — so why does the bias still shape its output?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-gpt-4o-native-august-31-2026.",
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      "summary": "In this GPT-4o (web) reading, the New York luxury medical aesthetic clinics market is framed as a trust landscape where physician-led…",
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        "vertical": "aesthetic-clinics",
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge in their emphasis on role differentiation within the New York luxury medical aesthetic clinics market, with distinct…",
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        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). New York's aesthetic clinics — What role does geographic concentration play in the luxury medical aesthetic market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-chatgpt-vs-chatgpt-august-31-2026",
        "mla": "The Observatory. \"New York's aesthetic clinics — What role does geographic concentration play in the luxury medical aesthetic market?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-chatgpt-vs-chatgpt-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), New York's aesthetic clinics — What role does geographic concentration play in the luxury medical aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-new-york-chatgpt-vs-chatgpt-august-31-2026"
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      "title": "Seoul's aesthetic clinics — If GPT-4o (web) knows it flattens the market, what does that mean for every answer it gives about Seoul clinics?",
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      "summary": "In this GPT-4o (web) reading, the Seoul luxury medical aesthetic clinics market is framed as a trust hierarchy where visibility, geographic…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
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          "end": "2026-08-31"
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        "mla": "The Observatory. \"Seoul's aesthetic clinics — If GPT-4o (web) knows it flattens the market, what does that mean for every answer it gives about Seoul clinics?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-web-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Seoul's aesthetic clinics — If GPT-4o (web) knows it flattens the market, what does that mean for every answer it gives about Seoul clinics?. https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-web-august-31-2026"
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      "title": "Seoul's aesthetic clinics — Is GPT-4o's trust repair advice just a guide to gaming its own ranking signals?",
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      "summary": "In this GPT-4o (native) reading, the Seoul luxury medical aesthetic clinics market is framed as a trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
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        "mla": "The Observatory. \"Seoul's aesthetic clinics — Is GPT-4o's trust repair advice just a guide to gaming its own ranking signals?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-native-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Seoul's aesthetic clinics — Is GPT-4o's trust repair advice just a guide to gaming its own ranking signals?. https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-native-august-31-2026"
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      "title": "Seoul's aesthetic clinics — Why do the models focus on different clinics as market leaders?",
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        "label": "Model Watch"
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge in their framing of the market's maturity and structural dynamics, with differing emphasis on actors…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
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      "title": "Singapore's aesthetic clinics — How can regulatory compliance anchor a trust hierarchy when no regulator is named?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Singapore luxury medical aesthetic clinics market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
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        "mla": "The Observatory. \"Singapore's aesthetic clinics — How can regulatory compliance anchor a trust hierarchy when no regulator is named?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Singapore's aesthetic clinics — How can regulatory compliance anchor a trust hierarchy when no regulator is named?. https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-august-31-2026"
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      "title": "Singapore's aesthetic clinics — How do different AI models prioritize cultural influences versus market segmentation in their narratives?",
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        "label": "Model Watch"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Both models agree on the lack of depth in AI-generated narratives about Singapore's luxury medical aesthetic clinics, but they diverge…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
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        "plain": "According to The Observatory (observed August 31, 2026), Singapore's aesthetic clinics — How do different AI models prioritize cultural influences versus market segmentation in their narratives?. https://theobservatory.io/articles/aesthetic-clinics-singapore-chatgpt-vs-chatgpt-august-31-2026"
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      "title": "Singapore's aesthetic clinics — Why does GPT-4o (web) trust a corporate acquisition more than a named medical pioneer?",
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        "label": "DNC Lens"
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      "nature": "evidence",
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the Singapore luxury medical aesthetic clinics market is framed as a visibility-driven trust hierarchy…",
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        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
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        "mla": "The Observatory. \"Singapore's aesthetic clinics — Why does GPT-4o (web) trust a corporate acquisition more than a named medical pioneer?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-web-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Singapore's aesthetic clinics — Why does GPT-4o (web) trust a corporate acquisition more than a named medical pioneer?. https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-web-august-31-2026"
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      "id": "card:aesthetic-clinics-tokyo-gpt-4o-web-august-31-2026",
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      "title": "Tokyo's aesthetic clinics — In a medical market, how credible is a trust map that contains no regulator?",
      "family": {
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the Tokyo luxury medical aesthetic clinics market is framed as a visibility-driven trust landscape where…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — In a medical market, how credible is a trust map that contains no regulator? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-web-august-31-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — In a medical market, how credible is a trust map that contains no regulator?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-web-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Tokyo's aesthetic clinics — In a medical market, how credible is a trust map that contains no regulator?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-web-august-31-2026"
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gpt-4o-web-august-31-2026&format=bib",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-chatgpt-vs-chatgpt-august-31-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-chatgpt-august-31-2026",
      "title": "Tokyo's aesthetic clinics — Which clinics are leading the way in Tokyo's luxury aesthetic market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Both models agree on the importance of role differentiation in the Tokyo luxury medical aesthetic clinics market but diverge…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-08-31"
        },
        "published": "2026-09-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — Which clinics are leading the way in Tokyo's luxury aesthetic market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-chatgpt-august-31-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — Which clinics are leading the way in Tokyo's luxury aesthetic market?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-chatgpt-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Tokyo's aesthetic clinics — Which clinics are leading the way in Tokyo's luxury aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-chatgpt-august-31-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-chatgpt-vs-chatgpt-august-31-2026&format=ris",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-chatgpt-august-31-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-gpt-4o-native-august-31-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-august-31-2026",
      "title": "Tokyo's aesthetic clinics — Why does a medical trust ranking never mention medical results?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Tokyo luxury medical aesthetic clinics market is framed as a trust landscape…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-31",
          "end": "2026-08-31"
        },
        "published": "2026-09-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — Why does a medical trust ranking never mention medical results? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-august-31-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — Why does a medical trust ranking never mention medical results?.\" The Observatory, observed August 31, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-august-31-2026.",
        "plain": "According to The Observatory (observed August 31, 2026), Tokyo's aesthetic clinics — Why does a medical trust ranking never mention medical results?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-august-31-2026"
      },
      "formats": {
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-august-31-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-query-spotlight-luxury-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-august-24-30-2026",
      "title": "Luxury Medical Aesthetic Clinics Istanbul: “luxury aesthetic clinics Istanbul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period August 24–30, 2026, instagram.com holds the median position 1 on the query \"luxury aesthetic clinics Istanbul\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Istanbul in Turkey.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics Istanbul"
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Istanbul: “luxury aesthetic clinics Istanbul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-august-24-30-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Istanbul: “luxury aesthetic clinics Istanbul”.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Luxury Medical Aesthetic Clinics Istanbul: “luxury aesthetic clinics Istanbul”. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-luxury-august-24-30-2026&format=ris",
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        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-luxury-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-luxury-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-luxury-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-query-spotlight-best-luxury-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-best-luxury-august-24-30-2026",
      "title": "Luxury Medical Aesthetic Clinics London: “best luxury aesthetic clinics London”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "On the query \"best luxury aesthetic clinics London\" (Organic Ranking — Top 5), harpersbazaar.com holds position 1 by median organic rank across 6 comparable scheduled runs in the observation period August 24–30, 2026, for Luxury Medical Aesthetic Clinics London in the United Kingdom.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": "best luxury aesthetic clinics London"
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics London: “best luxury aesthetic clinics London” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-best-luxury-august-24-30-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics London: “best luxury aesthetic clinics London”.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-best-luxury-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Luxury Medical Aesthetic Clinics London: “best luxury aesthetic clinics London”. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-best-luxury-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-best-luxury-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-best-luxury-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-best-luxury-august-24-30-2026&format=csl",
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        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-best-luxury-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-query-spotlight-best-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-august-24-30-2026",
      "title": "Luxury Medical Aesthetic Clinics Los Angeles: “best aesthetic clinics Los Angeles”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period August 24–30, 2026, lacosmeticdocs.com holds median position 1 on the query \"best aesthetic clinics Los Angeles\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Los Angeles in the United States.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": "best aesthetic clinics Los Angeles"
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Los Angeles: “best aesthetic clinics Los Angeles” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-august-24-30-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Los Angeles: “best aesthetic clinics Los Angeles”.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Luxury Medical Aesthetic Clinics Los Angeles: “best aesthetic clinics Los Angeles”. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-best-august-24-30-2026&format=csl",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-best-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-query-spotlight-luxury-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-august-24-30-2026",
      "title": "Luxury Medical Aesthetic Clinics New York: “luxury aesthetic clinics New York”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period August 24–30, 2026, observer.com holds the rank-1 median organic position on the query \"luxury aesthetic clinics New York\" for Luxury Medical Aesthetic Clinics New York.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics New York"
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics New York: “luxury aesthetic clinics New York” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-august-24-30-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics New York: “luxury aesthetic clinics New York”.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Luxury Medical Aesthetic Clinics New York: “luxury aesthetic clinics New York”. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-luxury-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-luxury-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-luxury-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-luxury-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-luxury-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-query-spotlight-luxury-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-august-24-30-2026",
      "title": "Luxury Medical Aesthetic Clinics Seoul: “luxury aesthetic clinics Seoul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 6-run observation period (August 24–30, 2026) for the query \"luxury aesthetic clinics Seoul\" on Google desktop in South Korea, enlienjang.com holds the first organic position by median rank.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics Seoul"
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-02"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Seoul: “luxury aesthetic clinics Seoul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-august-24-30-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Seoul: “luxury aesthetic clinics Seoul”.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Luxury Medical Aesthetic Clinics Seoul: “luxury aesthetic clinics Seoul”. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-luxury-august-24-30-2026&format=ris",
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        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-luxury-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-luxury-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-luxury-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-query-spotlight-luxury-clinic-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-august-24-30-2026",
      "title": "Luxury Medical Aesthetic Clinics Singapore: “luxury aesthetic clinic Singapore”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period August 24–30, 2026, miraeaesthetics.sg holds position 1 by median best organic position on the query \"luxury aesthetic clinic Singapore\" (Organic Ranking — Top 5) in Luxury Medical Aesthetic Clinics Singapore.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": "luxury aesthetic clinic Singapore"
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-02"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Singapore: “luxury aesthetic clinic Singapore” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-august-24-30-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Singapore: “luxury aesthetic clinic Singapore”.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Luxury Medical Aesthetic Clinics Singapore: “luxury aesthetic clinic Singapore”. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-luxury-clinic-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-luxury-clinic-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-luxury-clinic-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-luxury-clinic-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-luxury-clinic-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-august-24-30-2026",
      "title": "Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “luxury aesthetic clinics Miami”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period August 24–30, 2026, bellavidaaesthetics.com holds the first organic position on the query \"luxury aesthetic clinics Miami\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics South Florida, with a median of position 1 and presence in 6 of 6 comparable runs (100%).",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics Miami"
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “luxury aesthetic clinics Miami” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-august-24-30-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “luxury aesthetic clinics Miami”.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “luxury aesthetic clinics Miami”. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-luxury-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-luxury-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-luxury-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-luxury-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-luxury-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-query-spotlight-luxury-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-august-24-30-2026",
      "title": "Luxury Medical Aesthetic Clinics Tokyo: “luxury aesthetic clinics Tokyo”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 5 comparable scheduled runs in the observation period August 24–30, 2026, Matsurika Clinic Ginza holds median position 1 on the query \"luxury aesthetic clinics Tokyo\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Tokyo in Japan.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics Tokyo"
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-02"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Tokyo: “luxury aesthetic clinics Tokyo” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-august-24-30-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Tokyo: “luxury aesthetic clinics Tokyo”.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Luxury Medical Aesthetic Clinics Tokyo: “luxury aesthetic clinics Tokyo”. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-luxury-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-luxury-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-luxury-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-luxury-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-luxury-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-query-spotlight-luxury-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-august-24-30-2026",
      "title": "Luxury Medical Aesthetic Clinics UAE Dubai: “luxury aesthetic clinics Dubai”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run observation period (August 24–30, 2026) for the query \"luxury aesthetic clinics Dubai\" in the Luxury Medical Aesthetic Clinics UAE market, quintessentially.com holds the rank-1 median organic position, with graziamagazine.com at position 2 and EDEN Aesthetics at position 3.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": "luxury aesthetic clinics Dubai"
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-03"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics UAE Dubai: “luxury aesthetic clinics Dubai” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-august-24-30-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics UAE Dubai: “luxury aesthetic clinics Dubai”.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Luxury Medical Aesthetic Clinics UAE Dubai: “luxury aesthetic clinics Dubai”. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-luxury-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-luxury-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-luxury-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-luxury-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-luxury-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-ai-overview-control-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-24-30-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI opening share on this market across the 7-run window from August 24–30, 2026, recording 29.75% of all AI answer openings observed on the top-10 panel for Luxury Medical Aesthetic Clinics Istanbul.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-24-30-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-ai-overview-control-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-24-30-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics London market across the 6-run window from August 24–30, 2026, at 16.41%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-24-30-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-ai-overview-control-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-ai-overview-control-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-ai-overview-control-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-24-30-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI opening share on this market across the 7-run window from August 24–30, 2026, recording 21.88% of all AI answer openings observed on the top-10 panel for Luxury Medical Aesthetic Clinics Los Angeles.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-24-30-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-ai-overview-control-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-ai-overview-control-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-ai-overview-control-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-24-30-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Tribeca MedSpa holds the rank-1 position on the AI Overview opening-control rail for Luxury Medical Aesthetic Clinics New York across the 6-run observation period August 24–30, 2026, recording 17.31% AI opening share on this market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-24-30-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-ai-overview-control-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-24-30-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI opening share on this market in this card scope, at 15.03%, across 6 comparable scheduled runs in the observation period August 24–30, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-31"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-24-30-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-ai-overview-control-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-24-30-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "facebook.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Singapore market across the observation period of August 24–30, 2026, at 19.23% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-31"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-24-30-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-ai-overview-control-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-24-30-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "pmc.ncbi.nlm.nih.gov holds the highest AI opening share on the Luxury Medical Aesthetic Clinics South Florida market across the 6-run window from August 24–30, 2026, recording 16.49% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-01"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-24-30-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-ai-overview-control-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-24-30-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Tokyo market at 32.04%, observed across 5 comparable scheduled runs in the observation period August 24–30, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-31"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-24-30-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-most-cited-by-ai-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-24-30-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Istanbul panel at 25.20%, observed across 7 comparable scheduled runs in the observation period August 24–30, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-24-30-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-most-cited-by-ai-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-24-30-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the highest AI citation share on this market at 20.85%, accumulated across 6 comparable scheduled runs in the observation period August 24–30, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-24-30-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-most-cited-by-ai-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-24-30-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Los Angeles market across the 7-run window August 24–30, 2026, at 17.90%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-24-30-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-most-cited-by-ai-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-24-30-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics New York market across the observation period August 24–30, 2026, recording 16.22% of all AI Overview citations observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-24-30-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-most-cited-by-ai-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-24-30-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI citation share on this market at 18.09%, leading the top-5 panel for Luxury Medical Aesthetic Clinics Seoul across the observation period August 24–30, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-04"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-24-30-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-most-cited-by-ai-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-24-30-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "drshane.sg holds the strongest AI citation share on this market in the period-wide ranking, at 10.16%, across 7 comparable scheduled runs in the observation period August 24–30, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-04"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-24-30-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-24-30-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics South Florida market across the 6-run window from August 24–30, 2026, recording 20.75%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-24-30-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-most-cited-by-ai-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-24-30-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Tokyo panel at 33.70%, accumulated across 5 comparable scheduled runs in the observation period August 24–30, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-04"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-24-30-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-most-cited-by-ai-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-24-30-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from August 24–30, 2026, instagram.com holds the strongest AI citation share on this market at 19.59%, with youtube.com at 19.37% — a gap of 0.23 percentage points.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-09-05"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-24-30-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-organic-ranking-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-24-30-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com most often holds the top organic position on the observed organic surface for Luxury Medical Aesthetic Clinics Istanbul across the 7-run window August 24–30, 2026, with 51.25% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-31"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-24-30-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-organic-ranking-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-24-30-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs from August 24–30, 2026, the top-5 organic panel for Luxury Medical Aesthetic Clinics London is led by thelondoncosmeticclinic.co.uk, which most often holds the top organic position.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-31"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-24-30-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-organic-ranking-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-24-30-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from August 24–30, 2026, yelp.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Los Angeles panel, showing 63.93% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-31"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-24-30-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-organic-ranking-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-24-30-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "tribecamedspa.com most often holds the top organic position on the observed organic surface for Luxury Medical Aesthetic Clinics New York across 6 comparable scheduled runs in the observation period August 24–30, 2026, showing 21.25% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-31"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-24-30-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-organic-ranking-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-24-30-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "enlienjang.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Seoul surface across the 6-run window (August 24–30, 2026), with 32.29% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-30"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-24-30-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-organic-ranking-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-24-30-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Facebook most often holds the top organic position on the Luxury Medical Aesthetic Clinics Singapore surface across 7 comparable scheduled runs (August 24–30, 2026), with 26.04% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-30"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-24-30-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-24-30-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-24-30-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-24-30-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-24-30-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-24-30-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-24-30-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-organic-ranking-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-24-30-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs from August 24–30, 2026, the top-5 organic panel for Luxury Medical Aesthetic Clinics South Florida is led by pmc.ncbi.nlm.nih.gov, which most often holds the top organic position and shows 21.04% observed presence.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-31"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-24-30-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-august-24-30-2026&format=ris",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-organic-ranking-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-24-30-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 5-run observation period for Luxury Medical Aesthetic Clinics Tokyo, matsurika-clinic.com most often holds the top organic position among the top-5 actors, with 49.50% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-30"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-24-30-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-24-30-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-august-24-30-2026&format=ris",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-organic-ranking-august-24-30-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-24-30-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period August 24–30, 2026, pmc.ncbi.nlm.nih.gov most often holds the top organic position on the observed surface for Luxury Medical Aesthetic Clinics UAE, with 15.36% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-30"
        },
        "published": "2026-08-31"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-24-30-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed August 24–30, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-24-30-2026.",
        "plain": "According to The Observatory (observed August 24–30, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-24-30-2026"
      },
      "formats": {
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-grok-4-3-web-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-grok-4-3-web-august-24-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — When Grok 4.3 (web) admits it favours marketing over expertise, should operators take note?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Grok 4.3 (web) reading, the South Florida luxury medical aesthetic clinic market is framed as a visibility-driven trust landscape…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-24"
        },
        "published": "2026-08-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — When Grok 4.3 (web) admits it favours marketing over expertise, should operators take note? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-grok-4-3-web-august-24-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — When Grok 4.3 (web) admits it favours marketing over expertise, should operators take note?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-grok-4-3-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Aesthetic clinics in Miami / Palm Beach — When Grok 4.3 (web) admits it favours marketing over expertise, should operators take note?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-grok-4-3-web-august-24-2026"
      },
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-grok-4-3-web-august-24-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-grok-4-3-web-august-24-2026&format=csl",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-grok-vs-chatgpt-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-grok-vs-chatgpt-august-24-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the South Florida luxury medical aesthetic clinics market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Grok 4.3 and GPT-4o both frame the South Florida luxury medical aesthetic clinics market in relation to Beverly Hills, but they diverge…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-24"
        },
        "published": "2026-08-30"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the South Florida luxury medical aesthetic clinics market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-grok-vs-chatgpt-august-24-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the South Florida luxury medical aesthetic clinics market?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-grok-vs-chatgpt-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the South Florida luxury medical aesthetic clinics market?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-grok-vs-chatgpt-august-24-2026"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-grok-vs-chatgpt-august-24-2026&format=bib",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-gpt-4o-web-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-web-august-24-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Which South Florida medspa names does GPT-4o surface — and what actually earns them their trust tier?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the South Florida luxury medical aesthetic clinic market is framed as a visibility-driven trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-24"
        },
        "published": "2026-08-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Which South Florida medspa names does GPT-4o surface — and what actually earns them their trust tier? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-web-august-24-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Which South Florida medspa names does GPT-4o surface — and what actually earns them their trust tier?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Aesthetic clinics in Miami / Palm Beach — Which South Florida medspa names does GPT-4o surface — and what actually earns them their trust tier?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-web-august-24-2026"
      },
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-gpt-4o-web-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-web-august-24-2026",
      "title": "Dubai's aesthetic clinics — Do nail and beauty salon chains belong at the top of a luxury medical aesthetics trust hierarchy?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the UAE Luxury Medical Aesthetic Clinics market is framed as a visibility-driven trust hierarchy in which…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-24"
        },
        "published": "2026-08-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Do nail and beauty salon chains belong at the top of a luxury medical aesthetics trust hierarchy? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-web-august-24-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Do nail and beauty salon chains belong at the top of a luxury medical aesthetics trust hierarchy?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Dubai's aesthetic clinics — Do nail and beauty salon chains belong at the top of a luxury medical aesthetics trust hierarchy?. https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-web-august-24-2026"
      },
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-grok-4-3-web-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-grok-4-3-web-august-24-2026",
      "title": "Dubai's aesthetic clinics — What does Grok 4.3 (web) ultimately admit its UAE aesthetic clinic trust map is actually measuring?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Grok 4.3 (web) reading, the UAE luxury medical aesthetic clinic market is framed as a trust landscape where hospital-affiliated…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-24"
        },
        "published": "2026-08-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — What does Grok 4.3 (web) ultimately admit its UAE aesthetic clinic trust map is actually measuring? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-grok-4-3-web-august-24-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — What does Grok 4.3 (web) ultimately admit its UAE aesthetic clinic trust map is actually measuring?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-grok-4-3-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Dubai's aesthetic clinics — What does Grok 4.3 (web) ultimately admit its UAE aesthetic clinic trust map is actually measuring?. https://theobservatory.io/articles/aesthetic-clinics-dubai-grok-4-3-web-august-24-2026"
      },
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    {
      "id": "card:aesthetic-clinics-dubai-grok-vs-chatgpt-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-grok-vs-chatgpt-august-24-2026",
      "title": "Dubai's aesthetic clinics — Which actors are shaping the UAE luxury medical aesthetic clinics market?",
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        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Grok 4.3 and GPT-4o diverge significantly in their framing of the UAE luxury medical aesthetic clinics market, with Grok 4.3 focusing…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Which actors are shaping the UAE luxury medical aesthetic clinics market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-grok-vs-chatgpt-august-24-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Which actors are shaping the UAE luxury medical aesthetic clinics market?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-grok-vs-chatgpt-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Dubai's aesthetic clinics — Which actors are shaping the UAE luxury medical aesthetic clinics market?. https://theobservatory.io/articles/aesthetic-clinics-dubai-grok-vs-chatgpt-august-24-2026"
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      "title": "Istanbul's aesthetic clinics — Does the Istanbul clinic your AI recommended actually have the right licence for the procedure you want?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Grok 4.3 (web) reading, Istanbul's luxury medical aesthetic clinic market is framed as a stratified trust landscape where borrowed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
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          "end": "2026-08-24"
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        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — Does the Istanbul clinic your AI recommended actually have the right licence for the procedure you want? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-grok-4-3-web-august-24-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — Does the Istanbul clinic your AI recommended actually have the right licence for the procedure you want?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-grok-4-3-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Istanbul's aesthetic clinics — Does the Istanbul clinic your AI recommended actually have the right licence for the procedure you want?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-grok-4-3-web-august-24-2026"
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      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-web-august-24-2026",
      "title": "Istanbul's aesthetic clinics — GPT-4o (web) knows it over-trusts brands — so why does the trust map still reward them?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the Istanbul luxury medical aesthetic clinics market is framed as a trust hierarchy built primarily…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
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        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — GPT-4o (web) knows it over-trusts brands — so why does the trust map still reward them? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-web-august-24-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — GPT-4o (web) knows it over-trusts brands — so why does the trust map still reward them?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Istanbul's aesthetic clinics — GPT-4o (web) knows it over-trusts brands — so why does the trust map still reward them?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-web-august-24-2026"
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    {
      "id": "card:aesthetic-clinics-istanbul-grok-vs-chatgpt-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-grok-vs-chatgpt-august-24-2026",
      "title": "Istanbul's aesthetic clinics — How do institutional affiliations and individual expertise differ in their impact on trust?",
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        "label": "Model Watch"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Both models identify narrative weaknesses and systematic omissions, but diverge in their emphasis on regulatory and cultural…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — How do institutional affiliations and individual expertise differ in their impact on trust? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-grok-vs-chatgpt-august-24-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — How do institutional affiliations and individual expertise differ in their impact on trust?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-grok-vs-chatgpt-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Istanbul's aesthetic clinics — How do institutional affiliations and individual expertise differ in their impact on trust?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-grok-vs-chatgpt-august-24-2026"
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    {
      "id": "card:aesthetic-clinics-london-gpt-4o-web-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-august-24-2026",
      "title": "London's aesthetic clinics — Is cosmetologylondon.co.uk too central to GPT-4o (web)'s London aesthetics evidence base?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the London luxury medical aesthetic clinic market is framed as a trust hierarchy built on public regulatory…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-24",
          "end": "2026-08-24"
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        "published": "2026-08-28"
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      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). London's aesthetic clinics — Is cosmetologylondon.co.uk too central to GPT-4o (web)'s London aesthetics evidence base? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-august-24-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — Is cosmetologylondon.co.uk too central to GPT-4o (web)'s London aesthetics evidence base?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), London's aesthetic clinics — Is cosmetologylondon.co.uk too central to GPT-4o (web)'s London aesthetics evidence base?. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-web-august-24-2026"
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        "terms": "https://theobservatory.io/terms"
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    {
      "id": "card:aesthetic-clinics-london-grok-4-3-web-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-grok-4-3-web-august-24-2026",
      "title": "London's aesthetic clinics — Is Grok 4.3 (web) inadvertently publishing a playbook for gaming its own trust hierarchy?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Grok 4.3 (web) reading, London's luxury medical aesthetic clinic market is framed as one where trust attribution is driven…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
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      "dates": {
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        "mla": "The Observatory. \"London's aesthetic clinics — Is Grok 4.3 (web) inadvertently publishing a playbook for gaming its own trust hierarchy?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-grok-4-3-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), London's aesthetic clinics — Is Grok 4.3 (web) inadvertently publishing a playbook for gaming its own trust hierarchy?. https://theobservatory.io/articles/aesthetic-clinics-london-grok-4-3-web-august-24-2026"
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      "id": "card:aesthetic-clinics-london-grok-vs-chatgpt-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-grok-vs-chatgpt-august-24-2026",
      "title": "London's aesthetic clinics — Which actors are highlighted in the London luxury medical aesthetic clinics market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Grok 4.3 and GPT-4o diverge in their framing of the London luxury medical aesthetic clinics market, with Grok 4.3 emphasizing geographic…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
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      "dates": {
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        "apa": "The Observatory. (2026). London's aesthetic clinics — Which actors are highlighted in the London luxury medical aesthetic clinics market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-grok-vs-chatgpt-august-24-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — Which actors are highlighted in the London luxury medical aesthetic clinics market?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-grok-vs-chatgpt-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), London's aesthetic clinics — Which actors are highlighted in the London luxury medical aesthetic clinics market?. https://theobservatory.io/articles/aesthetic-clinics-london-grok-vs-chatgpt-august-24-2026"
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        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
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    },
    {
      "id": "card:aesthetic-clinics-los-angeles-grok-4-3-web-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-grok-4-3-web-august-24-2026",
      "title": "Los Angeles's aesthetic clinics — How can you understand LA's aesthetics consolidation wave without seeing the equipment depreciation cycle driving it?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Grok 4.3 (web) reading, the Los Angeles luxury medical aesthetic clinic market is framed as a visibility-driven trust hierarchy…",
      "scope": {
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        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — How can you understand LA's aesthetics consolidation wave without seeing the equipment depreciation cycle driving it? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-grok-4-3-web-august-24-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — How can you understand LA's aesthetics consolidation wave without seeing the equipment depreciation cycle driving it?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-grok-4-3-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Los Angeles's aesthetic clinics — How can you understand LA's aesthetics consolidation wave without seeing the equipment depreciation cycle driving it?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-grok-4-3-web-august-24-2026"
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      "summary": "In this GPT-4o (web) reading, the Los Angeles luxury medical aesthetic clinics market is framed as a trust hierarchy where scale, brand…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — If regulation drives trust, why does the model never name a single regulator? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-web-august-24-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — If regulation drives trust, why does the model never name a single regulator?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Los Angeles's aesthetic clinics — If regulation drives trust, why does the model never name a single regulator?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-gpt-4o-web-august-24-2026"
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      "title": "Los Angeles's aesthetic clinics — Why do Grok 4.3 and GPT-4o identify different dominant actors?",
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        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their identification of dominant actors and market framing, with Grok 4.3 focusing on Beverly…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
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        "apa": "The Observatory. (2026). Los Angeles's aesthetic clinics — Why do Grok 4.3 and GPT-4o identify different dominant actors? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-grok-vs-chatgpt-august-24-2026",
        "mla": "The Observatory. \"Los Angeles's aesthetic clinics — Why do Grok 4.3 and GPT-4o identify different dominant actors?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-grok-vs-chatgpt-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Los Angeles's aesthetic clinics — Why do Grok 4.3 and GPT-4o identify different dominant actors?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-grok-vs-chatgpt-august-24-2026"
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      "title": "New York's aesthetic clinics — Does calling a clinic 'structurally invisible' describe the market or just describe the model's data diet?",
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        "label": "DNC Lens"
      },
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the New York luxury medical aesthetic clinics market is framed as a trust landscape where prominence…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
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        "apa": "The Observatory. (2026). New York's aesthetic clinics — Does calling a clinic 'structurally invisible' describe the market or just describe the model's data diet? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-gpt-4o-web-august-24-2026",
        "mla": "The Observatory. \"New York's aesthetic clinics — Does calling a clinic 'structurally invisible' describe the market or just describe the model's data diet?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-gpt-4o-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), New York's aesthetic clinics — Does calling a clinic 'structurally invisible' describe the market or just describe the model's data diet?. https://theobservatory.io/articles/aesthetic-clinics-new-york-gpt-4o-web-august-24-2026"
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    {
      "id": "card:aesthetic-clinics-new-york-grok-vs-chatgpt-august-24-2026",
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      "title": "New York's aesthetic clinics — How do Grok 4.3 and GPT-4o differ in their market analysis?",
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        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Grok 4.3 and GPT-4o diverge in their framing of the market's structural layers and primary…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
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        "mla": "The Observatory. \"New York's aesthetic clinics — How do Grok 4.3 and GPT-4o differ in their market analysis?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-grok-vs-chatgpt-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), New York's aesthetic clinics — How do Grok 4.3 and GPT-4o differ in their market analysis?. https://theobservatory.io/articles/aesthetic-clinics-new-york-grok-vs-chatgpt-august-24-2026"
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      "title": "New York's aesthetic clinics — If Grok 4.3 (web) itself warns users not to rely on its trust hierarchy, what is the hierarchy actually for?",
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        "label": "DNC Lens"
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Grok 4.3 (web) reading, the New York luxury medical aesthetics market is framed as a trust landscape where editorial citations…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
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        "mla": "The Observatory. \"New York's aesthetic clinics — If Grok 4.3 (web) itself warns users not to rely on its trust hierarchy, what is the hierarchy actually for?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-grok-4-3-web-august-24-2026.",
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      "id": "card:aesthetic-clinics-seoul-grok-4-3-web-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-grok-4-3-web-august-24-2026",
      "title": "Seoul's aesthetic clinics — If the best clinic in Seoul is invisible to this model, what is the trust map actually for?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Grok 4.3 (web) reading, Seoul's luxury medical aesthetic clinic market is framed as a trust hierarchy constructed primarily from…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
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        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — If the best clinic in Seoul is invisible to this model, what is the trust map actually for? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-grok-4-3-web-august-24-2026",
        "mla": "The Observatory. \"Seoul's aesthetic clinics — If the best clinic in Seoul is invisible to this model, what is the trust map actually for?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-grok-4-3-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Seoul's aesthetic clinics — If the best clinic in Seoul is invisible to this model, what is the trust map actually for?. https://theobservatory.io/articles/aesthetic-clinics-seoul-grok-4-3-web-august-24-2026"
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      "id": "card:aesthetic-clinics-seoul-grok-vs-chatgpt-august-24-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-grok-vs-chatgpt-august-24-2026",
      "title": "Seoul's aesthetic clinics — Which actors do Grok 4.3 and GPT-4o highlight in Seoul's aesthetic market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Grok 4.3 and GPT-4o diverge in their framing of the Seoul luxury medical aesthetic clinics market, with Grok 4.3 emphasizing…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
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        "mla": "The Observatory. \"Seoul's aesthetic clinics — Which actors do Grok 4.3 and GPT-4o highlight in Seoul's aesthetic market?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-grok-vs-chatgpt-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Seoul's aesthetic clinics — Which actors do Grok 4.3 and GPT-4o highlight in Seoul's aesthetic market?. https://theobservatory.io/articles/aesthetic-clinics-seoul-grok-vs-chatgpt-august-24-2026"
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      "summary": "In this GPT-4o (web) reading, the Seoul luxury medical aesthetic clinics market is framed as a visibility-driven trust hierarchy in which…",
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        "vertical": "aesthetic-clinics",
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        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — Why does the only named high-trust actor in Seoul's luxury clinic market turn out to be a drug manufacturer? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-web-august-24-2026",
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        "plain": "According to The Observatory (observed August 24, 2026), Seoul's aesthetic clinics — Why does the only named high-trust actor in Seoul's luxury clinic market turn out to be a drug manufacturer?. https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-web-august-24-2026"
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      "summary": "In this Grok 4.3 (web) reading, Singapore's luxury medical aesthetic clinic market is framed as one where trust is structurally determined…",
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        "plain": "According to The Observatory (observed August 24, 2026), Singapore's aesthetic clinics — Does Grok 4.3 (web)'s English-only editorial lens systematically disadvantage clinics that market primarily to Chinese-speaking Singaporeans?. https://theobservatory.io/articles/aesthetic-clinics-singapore-grok-4-3-web-august-24-2026"
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        "label": "Model Watch"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Grok 4.3 and GPT-4o diverge in their emphasis on regulatory and cultural factors in the Singapore luxury medical aesthetic clinics…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
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        "surface": null,
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        "mla": "The Observatory. \"Singapore's aesthetic clinics — Why do models diverge in their emphasis on regulatory and cultural factors?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-grok-vs-chatgpt-august-24-2026.",
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      "title": "Singapore's aesthetic clinics — Why does GPT-4o (web) rank device manufacturers above actual Singapore clinic operators in a clinic market?",
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        "label": "DNC Lens"
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (web) reading, the Singapore luxury medical aesthetic clinics market is framed as a visibility-driven trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
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        "apa": "The Observatory. (2026). Singapore's aesthetic clinics — Why does GPT-4o (web) rank device manufacturers above actual Singapore clinic operators in a clinic market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-web-august-24-2026",
        "mla": "The Observatory. \"Singapore's aesthetic clinics — Why does GPT-4o (web) rank device manufacturers above actual Singapore clinic operators in a clinic market?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-web-august-24-2026.",
        "plain": "According to The Observatory (observed August 24, 2026), Singapore's aesthetic clinics — Why does GPT-4o (web) rank device manufacturers above actual Singapore clinic operators in a clinic market?. https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-web-august-24-2026"
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      "title": "Tokyo's aesthetic clinics — How can a medical clinic trust map omit Japan's regulatory framework entirely?",
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      "summary": "In this GPT-4o (web) reading, the Tokyo luxury medical aesthetic clinic market is framed as a visibility-driven trust hierarchy where…",
      "scope": {
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        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
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        "plain": "According to The Observatory (observed August 24, 2026), Tokyo's aesthetic clinics — How can a medical clinic trust map omit Japan's regulatory framework entirely?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-web-august-24-2026"
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      "title": "Tokyo's aesthetic clinics — What reasoning does Grok 4.3 use to construct its narrative of the Tokyo luxury aesthetic clinics market?",
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Grok 4.3 and GPT-4o diverge in their emphasis on technological integration and consumer demographics in the Tokyo luxury medical aesthetic…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
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        "surface": null,
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        "plain": "According to The Observatory (observed August 24, 2026), Tokyo's aesthetic clinics — What reasoning does Grok 4.3 use to construct its narrative of the Tokyo luxury aesthetic clinics market?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-grok-vs-chatgpt-august-24-2026"
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      "title": "Tokyo's aesthetic clinics — When Grok 4.3 (web) calls a clinic 'high-trust', is it measuring clinical quality or marketing sophistication?",
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Grok 4.3 (web) reading, Tokyo's luxury medical aesthetic clinic market is framed as competitive yet opaque, with trust attribution…",
      "scope": {
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        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
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        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — When Grok 4.3 (web) calls a clinic 'high-trust', is it measuring clinical quality or marketing sophistication? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-grok-4-3-web-august-24-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — When Grok 4.3 (web) calls a clinic 'high-trust', is it measuring clinical quality or marketing sophistication?.\" The Observatory, observed August 24, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-grok-4-3-web-august-24-2026.",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-grok-4-3-web-august-24-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-august-17-23-2026",
      "title": "Luxury Medical Aesthetic Clinics Istanbul: “doctor credentials aesthetic medicine Istanbul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs (August 17–23, 2026) for the query \"doctor credentials aesthetic medicine Istanbul\" (Organic Ranking — Top 5) in Luxury Medical Aesthetic Clinics Istanbul, us-uk.bookimed.com holds median position 1.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": "doctor credentials aesthetic medicine Istanbul"
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-27"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Istanbul: “doctor credentials aesthetic medicine Istanbul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-august-17-23-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Istanbul: “doctor credentials aesthetic medicine Istanbul”.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Luxury Medical Aesthetic Clinics Istanbul: “doctor credentials aesthetic medicine Istanbul”. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-doctor-credentials-medicine-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-august-17-23-2026",
      "title": "Luxury Medical Aesthetic Clinics London: “how to verify aesthetic doctor credentials London”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "On the query \"how to verify aesthetic doctor credentials London\" (Organic Ranking — Top 5), gmc-uk.org holds median position 1 across the 7-run window for Luxury Medical Aesthetic Clinics London in the United Kingdom.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": "how to verify aesthetic doctor credentials London"
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-27"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics London: “how to verify aesthetic doctor credentials London” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-august-17-23-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics London: “how to verify aesthetic doctor credentials London”.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Luxury Medical Aesthetic Clinics London: “how to verify aesthetic doctor credentials London”. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-how-verify-doctor-credentials-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-august-17-23-2026",
      "title": "Luxury Medical Aesthetic Clinics Los Angeles: “how to verify plastic surgeon credentials California”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "On the query \"how to verify plastic surgeon credentials California\" (Organic Ranking — Top 5 variant) in the Luxury Medical Aesthetic Clinics Los Angeles market, abplasticsurgery.org holds the first organic position with a median of position 1 across 7 comparable scheduled runs from August 17–23, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": "how to verify plastic surgeon credentials California"
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-27"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Los Angeles: “how to verify plastic surgeon credentials California” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-august-17-23-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Los Angeles: “how to verify plastic surgeon credentials California”.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Luxury Medical Aesthetic Clinics Los Angeles: “how to verify plastic surgeon credentials California”. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-how-verify-plastic-surgeon-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-august-17-23-2026",
      "title": "Luxury Medical Aesthetic Clinics New York: “doctor credentials aesthetic medicine New York”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs from August 17–23, 2026, dermainstitute.us holds position 1 by median best organic position on the query \"doctor credentials aesthetic medicine New York\" in the Luxury Medical Aesthetic Clinics New York market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": "doctor credentials aesthetic medicine New York"
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-27"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics New York: “doctor credentials aesthetic medicine New York” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-august-17-23-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics New York: “doctor credentials aesthetic medicine New York”.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Luxury Medical Aesthetic Clinics New York: “doctor credentials aesthetic medicine New York”. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-doctor-credentials-medicine-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-august-17-23-2026",
      "title": "Luxury Medical Aesthetic Clinics Seoul: “doctor credentials aesthetic surgery Korea”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period (August 17–23, 2026), noonopiclinic.com holds median position 1 on the query \"doctor credentials aesthetic surgery Korea\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Seoul in South Korea.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": "doctor credentials aesthetic surgery Korea"
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Seoul: “doctor credentials aesthetic surgery Korea” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-august-17-23-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Seoul: “doctor credentials aesthetic surgery Korea”.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Luxury Medical Aesthetic Clinics Seoul: “doctor credentials aesthetic surgery Korea”. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-doctor-credentials-surgery-korea-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-query-spotlight-licensing-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-august-17-23-2026",
      "title": "Luxury Medical Aesthetic Clinics Singapore: “licensing for aesthetic clinics Singapore”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "On the query \"licensing for aesthetic clinics Singapore\" (Organic Ranking — Top 5) in Luxury Medical Aesthetic Clinics Singapore, drshane.sg holds median position 1 across the 7-run observation period from August 17–23, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": "licensing for aesthetic clinics Singapore"
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Singapore: “licensing for aesthetic clinics Singapore” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-august-17-23-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Singapore: “licensing for aesthetic clinics Singapore”.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Luxury Medical Aesthetic Clinics Singapore: “licensing for aesthetic clinics Singapore”. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-licensing-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-licensing-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-licensing-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-licensing-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-licensing-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-august-17-23-2026",
      "title": "Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “doctor credentials for injectables”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "On the query \"doctor credentials for injectables\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics South Florida market, facialesthetics.org holds the first organic position by median rank across the 7-run observation period from August 17–23, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": "doctor credentials for injectables"
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-27"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “doctor credentials for injectables” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-august-17-23-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “doctor credentials for injectables”.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “doctor credentials for injectables”. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-doctor-credentials-injectables-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-query-spotlight-mhlw-japan-clinic-license-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-mhlw-japan-clinic-license-august-17-23-2026",
      "title": "Luxury Medical Aesthetic Clinics Tokyo: “MHLW Japan aesthetic clinic license check”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 5 comparable scheduled runs in the observation period August 17–23, 2026, pmda.go.jp holds position 1 on the query \"MHLW Japan aesthetic clinic license check\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Tokyo in Japan.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": "MHLW Japan aesthetic clinic license check"
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-26"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Tokyo: “MHLW Japan aesthetic clinic license check” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-mhlw-japan-clinic-license-august-17-23-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Tokyo: “MHLW Japan aesthetic clinic license check”.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-mhlw-japan-clinic-license-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Luxury Medical Aesthetic Clinics Tokyo: “MHLW Japan aesthetic clinic license check”. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-mhlw-japan-clinic-license-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-mhlw-japan-clinic-license-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-mhlw-japan-clinic-license-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-mhlw-japan-clinic-license-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-mhlw-japan-clinic-license-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-mhlw-japan-clinic-license-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-mhlw-japan-clinic-license-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-august-17-23-2026",
      "title": "Luxury Medical Aesthetic Clinics UAE Dubai: “DHA licensed aesthetic doctors Dubai”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "On the query \"DHA licensed aesthetic doctors Dubai\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics UAE market, services.dha.gov.ae holds the first organic position with a median of position 1 across all 7 comparable scheduled runs in the observation period August 17–23, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": "DHA licensed aesthetic doctors Dubai"
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-27"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics UAE Dubai: “DHA licensed aesthetic doctors Dubai” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-august-17-23-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics UAE Dubai: “DHA licensed aesthetic doctors Dubai”.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Luxury Medical Aesthetic Clinics UAE Dubai: “DHA licensed aesthetic doctors Dubai”. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-dha-licensed-doctors-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-ai-overview-control-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-17-23-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period August 17–23, 2026, Tribeca MedSpa holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics New York market at 21.89%, leading a top-10 panel drawn from 80 observed queries on Google desktop in the United States.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-25"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-17-23-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-ai-overview-control-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-ai-overview-control-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-ai-overview-control-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-17-23-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "drshane.sg holds the strongest AI opening share on this market across the 7-run window (August 17–23, 2026), recording 14.67% of all AI Overview openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-17-23-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-ai-overview-control-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-17-23-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "pmc.ncbi.nlm.nih.gov holds the highest AI opening share on this market at 19.72%, leading the top-10 panel for Luxury Medical Aesthetic Clinics South Florida across 7 comparable scheduled runs in the observation period August 17–23, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-25"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-17-23-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-ai-overview-control-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-ai-overview-control-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-ai-overview-control-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-17-23-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Tokyo market at 30.89%, observed across 5 comparable scheduled runs in the observation period August 17–23, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-17-23-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-ai-overview-control-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-17-23-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Lucia Clinic holds the strongest AI opening share on this market across the 7-run window (August 17–23, 2026), recording 18.23% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-25"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-17-23-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-most-cited-by-ai-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-17-23-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Istanbul market across the 7-run window August 17–23, 2026, recording 25.72%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-17-23-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-most-cited-by-ai-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-17-23-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics London market across the 7-run window (August 17–23, 2026), recording 21.07%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-17-23-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-most-cited-by-ai-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-17-23-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on this market at 16.50%, with youtube.com at 16.37%, across the top-5 panel for Luxury Medical Aesthetic Clinics Los Angeles observed over 7 comparable scheduled runs from August 17–23, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-17-23-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-most-cited-by-ai-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-17-23-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics New York panel across the 7-run observation period August 17–23, 2026, at 18.76%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-17-23-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-most-cited-by-ai-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-17-23-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "drshane.sg holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Singapore panel at 13.39%, observed across 7 comparable scheduled runs in the observation period August 17–23, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-17-23-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-17-23-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics South Florida market at 22.21%, accumulated across 7 comparable scheduled runs in the window August 17–23, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-17-23-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-most-cited-by-ai-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-17-23-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Tokyo panel at 30.95%, observed across 5 comparable scheduled runs in the observation period August 17–23, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-28"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-17-23-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-most-cited-by-ai-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-most-cited-by-ai-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-most-cited-by-ai-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-17-23-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics UAE market across the 7-run window August 17–23, 2026, at 26.15%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-29"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-17-23-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-most-cited-by-ai-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-most-cited-by-ai-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-organic-ranking-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-17-23-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs from August 17–23, 2026, us-uk.bookimed.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Istanbul panel, with 54.29% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-17-23-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-organic-ranking-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-organic-ranking-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-organic-ranking-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-17-23-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs from August 17–23, 2026, cadoganclinic.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics London surface, with 18.04% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-17-23-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-organic-ranking-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-organic-ranking-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-organic-ranking-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-17-23-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs from August 17–23, 2026, yelp.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Los Angeles panel, with 63.21% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-17-23-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-organic-ranking-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-organic-ranking-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-organic-ranking-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-17-23-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "tribecamedspa.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics New York top-5 panel across the 7-run window from August 17–23, 2026, with 20.36% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-17-23-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-organic-ranking-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-organic-ranking-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-organic-ranking-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-17-23-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs from August 17–23, 2026, enlienjang.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Seoul top-5 panel, with 30.42% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-23"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-17-23-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-organic-ranking-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-organic-ranking-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-organic-ranking-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-17-23-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from August 17–23, 2026, sassymamasg.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Singapore panel, with 31.61% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-23"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-17-23-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-17-23-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-organic-ranking-august-17-23-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-17-23-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-organic-ranking-august-17-23-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-organic-ranking-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-17-23-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "pmc.ncbi.nlm.nih.gov most often holds the top organic position on the Luxury Medical Aesthetic Clinics South Florida panel across 7 comparable scheduled runs from August 17–23, 2026, with 20.36% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-17-23-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-organic-ranking-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-organic-ranking-august-17-23-2026&format=csl",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-organic-ranking-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-17-23-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "matsurika-clinic.com most often holds the top organic position on the Luxury Medical Aesthetic Clinics Tokyo panel across 5 comparable scheduled runs (August 17–23, 2026), with 51.25% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-23"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-17-23-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-organic-ranking-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-organic-ranking-august-17-23-2026&format=csl",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-organic-ranking-august-17-23-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-17-23-2026",
      "title": "Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "organic-ranking",
        "label": "Organic Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run window from August 17–23, 2026, pmc.ncbi.nlm.nih.gov most often holds the top organic position on the observed organic surface for Luxury Medical Aesthetic Clinics UAE, with 15.54% observed presence as breadth context.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-23"
        },
        "published": "2026-08-24"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-17-23-2026",
        "mla": "The Observatory. \"Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed August 17–23, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-17-23-2026.",
        "plain": "According to The Observatory (observed August 17–23, 2026), Who ranks first on Google for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-17-23-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-august-17-23-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-august-17-23-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-organic-ranking-august-17-23-2026&format=csl",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-organic-ranking-august-17-23-2026/citation.txt",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-gpt-4o-native-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-august-17-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Does GPT-4o (native)'s closing caution contradict the trust framework it just built?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the South Florida luxury medical aesthetic clinics market is framed as a trust…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
        },
        "published": "2026-08-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Does GPT-4o (native)'s closing caution contradict the trust framework it just built? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-august-17-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Does GPT-4o (native)'s closing caution contradict the trust framework it just built?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Aesthetic clinics in Miami / Palm Beach — Does GPT-4o (native)'s closing caution contradict the trust framework it just built?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-august-17-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gpt-4o-native-august-17-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gpt-4o-native-august-17-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gpt-4o-native-august-17-2026&format=csl",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gpt-4o-native-august-17-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-august-17-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Is AI's luxury clinic ranking actually a social media beauty contest in disguise?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, the South Florida luxury medical aesthetics market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
        },
        "published": "2026-08-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Is AI's luxury clinic ranking actually a social media beauty contest in disguise? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-august-17-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Is AI's luxury clinic ranking actually a social media beauty contest in disguise?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Aesthetic clinics in Miami / Palm Beach — Is AI's luxury clinic ranking actually a social media beauty contest in disguise?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-august-17-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-august-17-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-august-17-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-gemini-2-5-pro-native-august-17-2026&format=csl",
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      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-chatgpt-vs-gemini-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-gemini-august-17-2026",
      "title": "Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the South Florida luxury medical aesthetics market?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of market dominance, with GPT-4o (native) emphasizing brand recognition and media…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
        },
        "published": "2026-08-23"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the South Florida luxury medical aesthetics market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-gemini-august-17-2026",
        "mla": "The Observatory. \"Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the South Florida luxury medical aesthetics market?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-gemini-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Aesthetic clinics in Miami / Palm Beach — Which actors do AI models highlight in the South Florida luxury medical aesthetics market?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-gemini-august-17-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-chatgpt-vs-gemini-august-17-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-chatgpt-vs-gemini-august-17-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-chatgpt-vs-gemini-august-17-2026&format=csl",
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        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-chatgpt-vs-gemini-august-17-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-gemini-2-5-pro-native-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-native-august-17-2026",
      "title": "Dubai's aesthetic clinics — Does a JCI-accredited parent hospital actually make its Botox department more trustworthy?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, the UAE luxury medical aesthetic clinic market is framed as a landscape…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
        },
        "published": "2026-08-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Does a JCI-accredited parent hospital actually make its Botox department more trustworthy? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-native-august-17-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Does a JCI-accredited parent hospital actually make its Botox department more trustworthy?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Dubai's aesthetic clinics — Does a JCI-accredited parent hospital actually make its Botox department more trustworthy?. https://theobservatory.io/articles/aesthetic-clinics-dubai-gemini-2-5-pro-native-august-17-2026"
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      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-august-17-2026",
      "title": "Dubai's aesthetic clinics — Does GPT-4o (native)'s bias disclaimer actually change anything — or is it a rhetorical safety valve?",
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        "label": "DNC Lens"
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      "nature": "evidence",
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the UAE luxury medical aesthetic clinics market is framed as a trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
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          "start": "2026-08-17",
          "end": "2026-08-17"
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        "apa": "The Observatory. (2026). Dubai's aesthetic clinics — Does GPT-4o (native)'s bias disclaimer actually change anything — or is it a rhetorical safety valve? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-august-17-2026",
        "mla": "The Observatory. \"Dubai's aesthetic clinics — Does GPT-4o (native)'s bias disclaimer actually change anything — or is it a rhetorical safety valve?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Dubai's aesthetic clinics — Does GPT-4o (native)'s bias disclaimer actually change anything — or is it a rhetorical safety valve?. https://theobservatory.io/articles/aesthetic-clinics-dubai-gpt-4o-native-august-17-2026"
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    {
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      "title": "Dubai's aesthetic clinics — Where do AI models diverge in their analysis of the UAE luxury medical aesthetic clinics market?",
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        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "GPT-4o (native) and Gemini 2.5 Pro (native) diverge significantly in their framing of the UAE luxury medical aesthetic clinics market…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
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        "mla": "The Observatory. \"Dubai's aesthetic clinics — Where do AI models diverge in their analysis of the UAE luxury medical aesthetic clinics market?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-chatgpt-vs-gemini-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Dubai's aesthetic clinics — Where do AI models diverge in their analysis of the UAE luxury medical aesthetic clinics market?. https://theobservatory.io/articles/aesthetic-clinics-dubai-chatgpt-vs-gemini-august-17-2026"
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      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-native-august-17-2026",
      "title": "Istanbul's aesthetic clinics — How can you map Istanbul's luxury aesthetic market without mentioning who sends the patients there?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Istanbul luxury medical aesthetic clinics market is framed as a trust…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
        },
        "published": "2026-08-19"
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        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — How can you map Istanbul's luxury aesthetic market without mentioning who sends the patients there? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-native-august-17-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — How can you map Istanbul's luxury aesthetic market without mentioning who sends the patients there?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Istanbul's aesthetic clinics — How can you map Istanbul's luxury aesthetic market without mentioning who sends the patients there?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gpt-4o-native-august-17-2026"
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    {
      "id": "card:aesthetic-clinics-istanbul-chatgpt-vs-gemini-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-chatgpt-vs-gemini-august-17-2026",
      "title": "Istanbul's aesthetic clinics — How do GPT-4o and Gemini 2.5 Pro differ in their market framing of Istanbul?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of the Istanbul luxury medical aesthetic clinics market, with GPT-4o (native)…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
        },
        "published": "2026-08-23"
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      "citation": {
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        "apa": "The Observatory. (2026). Istanbul's aesthetic clinics — How do GPT-4o and Gemini 2.5 Pro differ in their market framing of Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-chatgpt-vs-gemini-august-17-2026",
        "mla": "The Observatory. \"Istanbul's aesthetic clinics — How do GPT-4o and Gemini 2.5 Pro differ in their market framing of Istanbul?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-chatgpt-vs-gemini-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Istanbul's aesthetic clinics — How do GPT-4o and Gemini 2.5 Pro differ in their market framing of Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-chatgpt-vs-gemini-august-17-2026"
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    {
      "id": "card:aesthetic-clinics-istanbul-gemini-2-5-pro-native-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-2-5-pro-native-august-17-2026",
      "title": "Istanbul's aesthetic clinics — If the most exclusive surgeons in Istanbul are structurally invisible to Gemini 2.5 Pro, what does the model's 'high-trust' tier actually represent?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, Istanbul's luxury medical aesthetic clinic market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
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        "mla": "The Observatory. \"Istanbul's aesthetic clinics — If the most exclusive surgeons in Istanbul are structurally invisible to Gemini 2.5 Pro, what does the model's 'high-trust' tier actually represent?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-2-5-pro-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Istanbul's aesthetic clinics — If the most exclusive surgeons in Istanbul are structurally invisible to Gemini 2.5 Pro, what does the model's 'high-trust' tier actually represent?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-gemini-2-5-pro-native-august-17-2026"
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    {
      "id": "card:aesthetic-clinics-london-gpt-4o-native-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-native-august-17-2026",
      "title": "London's aesthetic clinics — Can a model that admits its own bias still be trusted to map the market it's biased about?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the London luxury medical aesthetic clinics market is framed as a trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
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        "apa": "The Observatory. (2026). London's aesthetic clinics — Can a model that admits its own bias still be trusted to map the market it's biased about? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-native-august-17-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — Can a model that admits its own bias still be trusted to map the market it's biased about?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), London's aesthetic clinics — Can a model that admits its own bias still be trusted to map the market it's biased about?. https://theobservatory.io/articles/aesthetic-clinics-london-gpt-4o-native-august-17-2026"
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    {
      "id": "card:aesthetic-clinics-london-gemini-2-5-pro-native-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-gemini-2-5-pro-native-august-17-2026",
      "title": "London's aesthetic clinics — Does Gemini know it's reading the wrong definition of 'luxury' in this market?",
      "family": {
        "id": "dnc-lens",
        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, London's luxury medical aesthetic clinic market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
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        "apa": "The Observatory. (2026). London's aesthetic clinics — Does Gemini know it's reading the wrong definition of 'luxury' in this market? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-gemini-2-5-pro-native-august-17-2026",
        "mla": "The Observatory. \"London's aesthetic clinics — Does Gemini know it's reading the wrong definition of 'luxury' in this market?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-gemini-2-5-pro-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), London's aesthetic clinics — Does Gemini know it's reading the wrong definition of 'luxury' in this market?. https://theobservatory.io/articles/aesthetic-clinics-london-gemini-2-5-pro-native-august-17-2026"
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      "id": "card:aesthetic-clinics-london-chatgpt-vs-gemini-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-chatgpt-vs-gemini-august-17-2026",
      "title": "London's aesthetic clinics — Which actors does Gemini 2.5 Pro (native) identify as key in the market?",
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        "label": "Model Watch"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their framing of role differentiation within the London luxury medical aesthetic clinics…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
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          "start": "2026-08-17",
          "end": "2026-08-17"
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        "mla": "The Observatory. \"London's aesthetic clinics — Which actors does Gemini 2.5 Pro (native) identify as key in the market?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-chatgpt-vs-gemini-august-17-2026.",
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      "publisher": "The Observatory",
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      "summary": "GPT-4o (native) and Gemini 2.5 Pro (native) diverge significantly in their framing of the Los Angeles luxury medical aesthetic clinics…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
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      "title": "Los Angeles's aesthetic clinics — How useful is a trust map that its own author admits is biased toward the loudest voices?",
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      "summary": "In this GPT-4o (native) reading, the Los Angeles luxury medical aesthetic clinics market is framed as an uneven…",
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        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
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      "title": "Los Angeles's aesthetic clinics — What does AI actually measure when it ranks a luxury medical clinic?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, the Los Angeles luxury medical aesthetic clinic market is framed…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
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      "title": "New York's aesthetic clinics — How do GPT-4o (native) and Gemini 2.5 Pro (native) differ in their market analysis?",
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        "id": "model-watch",
        "label": "Model Watch"
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      "nature": "evidence",
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      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "GPT-4o (native) and Gemini 2.5 Pro (native) diverge in their framing of the market's structural layers and actor…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
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    {
      "id": "card:aesthetic-clinics-new-york-gpt-4o-native-august-17-2026",
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      "title": "New York's aesthetic clinics — If the model admits it over-trusts media-visible actors, how reliable is its own trust map?",
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the New York luxury medical aesthetic clinics market is framed…",
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        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
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      "id": "card:aesthetic-clinics-new-york-gemini-2-5-pro-native-august-17-2026",
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      "title": "New York's aesthetic clinics — When the AI itself warns you not to trust its trust map, what are you actually looking at?",
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, the New York luxury medical aesthetic clinic market is framed…",
      "scope": {
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        "vertical": "aesthetic-clinics",
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      "id": "card:aesthetic-clinics-seoul-gemini-2-5-pro-native-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-gemini-2-5-pro-native-august-17-2026",
      "title": "Seoul's aesthetic clinics — Does Gemini admit that the trust it assigns to top Seoul clinics is borrowed from PR — not earned from medicine?",
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      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, Seoul's luxury medical aesthetic market is framed as a visibility-driven…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
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          "end": "2026-08-17"
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        "apa": "The Observatory. (2026). Seoul's aesthetic clinics — Does Gemini admit that the trust it assigns to top Seoul clinics is borrowed from PR — not earned from medicine? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-gemini-2-5-pro-native-august-17-2026",
        "mla": "The Observatory. \"Seoul's aesthetic clinics — Does Gemini admit that the trust it assigns to top Seoul clinics is borrowed from PR — not earned from medicine?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-gemini-2-5-pro-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Seoul's aesthetic clinics — Does Gemini admit that the trust it assigns to top Seoul clinics is borrowed from PR — not earned from medicine?. https://theobservatory.io/articles/aesthetic-clinics-seoul-gemini-2-5-pro-native-august-17-2026"
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      "title": "Seoul's aesthetic clinics — How does GPT-4o discuss Seoul's aesthetic clinic market without mentioning Gangnam or medical tourism?",
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      "summary": "GPT-4o (native) and Gemini 2.5 Pro (native) diverge significantly in their framing of the Seoul luxury medical aesthetic clinic market…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
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          "end": "2026-08-17"
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        "mla": "The Observatory. \"Seoul's aesthetic clinics — How does GPT-4o discuss Seoul's aesthetic clinic market without mentioning Gangnam or medical tourism?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-chatgpt-vs-gemini-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Seoul's aesthetic clinics — How does GPT-4o discuss Seoul's aesthetic clinic market without mentioning Gangnam or medical tourism?. https://theobservatory.io/articles/aesthetic-clinics-seoul-chatgpt-vs-gemini-august-17-2026"
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        "label": "DNC Lens"
      },
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      "summary": "In this GPT-4o (native) reading, the Seoul luxury medical aesthetic clinics market is framed as a trust hierarchy…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
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        "surface": null,
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      },
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        "mla": "The Observatory. \"Seoul's aesthetic clinics — If the model tells clinics to seek media coverage to gain trust, is it giving market advice — or revealing how it scores them?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Seoul's aesthetic clinics — If the model tells clinics to seek media coverage to gain trust, is it giving market advice — or revealing how it scores them?. https://theobservatory.io/articles/aesthetic-clinics-seoul-gpt-4o-native-august-17-2026"
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      "title": "Singapore's aesthetic clinics — Can a model correct for a bias it has already named but not structurally addressed?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Singapore luxury medical aesthetic clinic market is framed as a high-trust…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
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        "mla": "The Observatory. \"Singapore's aesthetic clinics — Can a model correct for a bias it has already named but not structurally addressed?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Singapore's aesthetic clinics — Can a model correct for a bias it has already named but not structurally addressed?. https://theobservatory.io/articles/aesthetic-clinics-singapore-gpt-4o-native-august-17-2026"
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      "title": "Singapore's aesthetic clinics — If the model is weakest where consumer risk is highest, what is the practical value of its trust map?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, Singapore's luxury medical aesthetic clinic market is framed as a domain…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
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        "apa": "The Observatory. (2026). Singapore's aesthetic clinics — If the model is weakest where consumer risk is highest, what is the practical value of its trust map? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-gemini-2-5-pro-native-august-17-2026",
        "mla": "The Observatory. \"Singapore's aesthetic clinics — If the model is weakest where consumer risk is highest, what is the practical value of its trust map?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-gemini-2-5-pro-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Singapore's aesthetic clinics — If the model is weakest where consumer risk is highest, what is the practical value of its trust map?. https://theobservatory.io/articles/aesthetic-clinics-singapore-gemini-2-5-pro-native-august-17-2026"
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      "title": "Singapore's aesthetic clinics — Which actors are highlighted by each model in the Singapore market?",
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        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "GPT-4o (native) and Gemini 2.5 Pro (native) diverge in their comparative framing of the Singapore luxury medical aesthetic clinics market…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
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        "plain": "According to The Observatory (observed August 17, 2026), Singapore's aesthetic clinics — Which actors are highlighted by each model in the Singapore market?. https://theobservatory.io/articles/aesthetic-clinics-singapore-chatgpt-vs-gemini-august-17-2026"
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    {
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      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-gemini-2-5-pro-native-august-17-2026",
      "title": "Tokyo's aesthetic clinics — Does Gemini's trust model systematically punish the very discretion that defines ultra-luxury?",
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        "label": "DNC Lens"
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      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this Gemini 2.5 Pro (native) reading, the Tokyo luxury medical aesthetic clinic market is framed as a map…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
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      "dates": {
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        "mla": "The Observatory. \"Tokyo's aesthetic clinics — Does Gemini's trust model systematically punish the very discretion that defines ultra-luxury?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-gemini-2-5-pro-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Tokyo's aesthetic clinics — Does Gemini's trust model systematically punish the very discretion that defines ultra-luxury?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gemini-2-5-pro-native-august-17-2026"
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    {
      "id": "card:aesthetic-clinics-tokyo-gpt-4o-native-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-august-17-2026",
      "title": "Tokyo's aesthetic clinics — Does GPT-4o's self-awareness about bias actually change anything in its output?",
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        "label": "DNC Lens"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In this GPT-4o (native) reading, the Tokyo luxury medical aesthetic clinics market is framed as a trust landscape…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
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        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — Does GPT-4o's self-awareness about bias actually change anything in its output? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-august-17-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — Does GPT-4o's self-awareness about bias actually change anything in its output?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Tokyo's aesthetic clinics — Does GPT-4o's self-awareness about bias actually change anything in its output?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-august-17-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gpt-4o-native-august-17-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gpt-4o-native-august-17-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gpt-4o-native-august-17-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-gpt-4o-native-august-17-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-gpt-4o-native-august-17-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-chatgpt-vs-gemini-august-17-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-gemini-august-17-2026",
      "title": "Tokyo's aesthetic clinics — How do GPT-4o and Gemini 2.5 Pro differ in their market perception?",
      "family": {
        "id": "model-watch",
        "label": "Model Watch"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The two models diverge significantly in their understanding of the Tokyo luxury medical aesthetic clinics market, particularly…",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-17",
          "end": "2026-08-17"
        },
        "published": "2026-08-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "narrative-card",
        "note": "Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.",
        "apa": "The Observatory. (2026). Tokyo's aesthetic clinics — How do GPT-4o and Gemini 2.5 Pro differ in their market perception? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-gemini-august-17-2026",
        "mla": "The Observatory. \"Tokyo's aesthetic clinics — How do GPT-4o and Gemini 2.5 Pro differ in their market perception?.\" The Observatory, observed August 17, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-gemini-august-17-2026.",
        "plain": "According to The Observatory (observed August 17, 2026), Tokyo's aesthetic clinics — How do GPT-4o and Gemini 2.5 Pro differ in their market perception?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-gemini-august-17-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-chatgpt-vs-gemini-august-17-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-chatgpt-vs-gemini-august-17-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-chatgpt-vs-gemini-august-17-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-chatgpt-vs-gemini-august-17-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-chatgpt-vs-gemini-august-17-2026/citation.txt"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-query-spotlight-cost-facelift-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-august-10-16-2026",
      "title": "Luxury Medical Aesthetic Clinics Istanbul: “cost of facelift Istanbul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs from August 10–16, 2026, us-uk.bookimed.com holds the first organic position on the query \"cost of facelift Istanbul\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics Istanbul market, with a median best organic position of position 1 and presence in 7 of 7 comparable runs (100%).",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "Organic search",
        "query": "cost of facelift Istanbul"
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-20"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Istanbul: “cost of facelift Istanbul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-august-10-16-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Istanbul: “cost of facelift Istanbul”.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Luxury Medical Aesthetic Clinics Istanbul: “cost of facelift Istanbul”. https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-cost-facelift-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-cost-facelift-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-cost-facelift-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-query-spotlight-cost-facelift-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-query-spotlight-cost-facelift-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-august-10-16-2026",
      "title": "Luxury Medical Aesthetic Clinics London: “cost of luxury injectables London”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs (August 10–16, 2026) for the query \"cost of luxury injectables London\" in Luxury Medical Aesthetic Clinics London, harleystreetinjectables.com holds the best organic position on this query at position 1, with presence in 7 of 7 comparable runs (100%).",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "Organic search",
        "query": "cost of luxury injectables London"
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-20"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics London: “cost of luxury injectables London” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-august-10-16-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics London: “cost of luxury injectables London”.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Luxury Medical Aesthetic Clinics London: “cost of luxury injectables London”. https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-cost-luxury-injectables-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-cost-luxury-injectables-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-cost-luxury-injectables-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-query-spotlight-cost-luxury-injectables-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-query-spotlight-cost-luxury-injectables-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-query-spotlight-cost-botox-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-august-10-16-2026",
      "title": "Luxury Medical Aesthetic Clinics Los Angeles: “cost of Botox Los Angeles”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run observation period (August 10–16, 2026) for the query \"cost of Botox Los Angeles\" in Luxury Medical Aesthetic Clinics Los Angeles, unifymedcare.com holds the first organic position on this query at position 1 by median best organic position on this query.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "Organic search",
        "query": "cost of Botox Los Angeles"
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-20"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Los Angeles: “cost of Botox Los Angeles” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-august-10-16-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Los Angeles: “cost of Botox Los Angeles”.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Luxury Medical Aesthetic Clinics Los Angeles: “cost of Botox Los Angeles”. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-cost-botox-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-cost-botox-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-cost-botox-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-query-spotlight-cost-botox-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-query-spotlight-cost-botox-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-august-10-16-2026",
      "title": "Luxury Medical Aesthetic Clinics New York: “cost of injectables NYC”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the 7-run observation period (August 10–16, 2026) for the query \"cost of injectables NYC\" in Luxury Medical Aesthetic Clinics New York, reddit.com holds the median best organic position on this query at position 1, present in 7 of 7 comparable runs (100%).",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "Organic search",
        "query": "cost of injectables NYC"
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-20"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics New York: “cost of injectables NYC” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-august-10-16-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics New York: “cost of injectables NYC”.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Luxury Medical Aesthetic Clinics New York: “cost of injectables NYC”. https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-query-spotlight-cost-injectables-nyc-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-query-spotlight-botox-cost-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-august-10-16-2026",
      "title": "Luxury Medical Aesthetic Clinics Seoul: “botox cost Seoul”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period August 10–16, 2026, reddit.com holds the first organic position on the query \"botox cost Seoul\" (Organic Ranking — Top 5) for Luxury Medical Aesthetic Clinics Seoul in South Korea.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "Organic search",
        "query": "botox cost Seoul"
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Seoul: “botox cost Seoul” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-august-10-16-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Seoul: “botox cost Seoul”.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Luxury Medical Aesthetic Clinics Seoul: “botox cost Seoul”. https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-botox-cost-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-botox-cost-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-botox-cost-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-query-spotlight-botox-cost-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-query-spotlight-botox-cost-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-query-spotlight-cost-botox-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-august-10-16-2026",
      "title": "Luxury Medical Aesthetic Clinics Singapore: “cost of botox Singapore”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "On the query \"cost of botox Singapore\" (Organic Ranking — Top 5) in Luxury Medical Aesthetic Clinics Singapore, neesoonclinic.sg holds the first organic position by median rank across the 7-run observation period from August 10–16, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "Organic search",
        "query": "cost of botox Singapore"
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Singapore: “cost of botox Singapore” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-august-10-16-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Singapore: “cost of botox Singapore”.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Luxury Medical Aesthetic Clinics Singapore: “cost of botox Singapore”. https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-cost-botox-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-cost-botox-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-cost-botox-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-query-spotlight-cost-botox-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-query-spotlight-cost-botox-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-august-10-16-2026",
      "title": "Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “cost of luxury injectables Miami”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs from August 10–16, 2026, groupon.com holds position 1 on the query \"cost of luxury injectables Miami\" (Organic Ranking — Top 5) in the Luxury Medical Aesthetic Clinics South Florida market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "Organic search",
        "query": "cost of luxury injectables Miami"
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-20"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “cost of luxury injectables Miami” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-august-10-16-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “cost of luxury injectables Miami”.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Luxury Medical Aesthetic Clinics South Florida Miami / Palm Beach: “cost of luxury injectables Miami”. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-query-spotlight-cost-luxury-injectables-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-august-10-16-2026",
      "title": "Luxury Medical Aesthetic Clinics Tokyo: “aesthetic clinic consultation Tokyo cost”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 6 comparable scheduled runs in the observation period August 10–16, 2026, Azabu Skin Clinic holds the first organic position on the query \"aesthetic clinic consultation Tokyo cost\" in Luxury Medical Aesthetic Clinics Tokyo.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "Organic search",
        "query": "aesthetic clinic consultation Tokyo cost"
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-19"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics Tokyo: “aesthetic clinic consultation Tokyo cost” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-august-10-16-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics Tokyo: “aesthetic clinic consultation Tokyo cost”.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Luxury Medical Aesthetic Clinics Tokyo: “aesthetic clinic consultation Tokyo cost”. https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-query-spotlight-clinic-consultation-cost-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-august-10-16-2026",
      "title": "Luxury Medical Aesthetic Clinics UAE Dubai: “cost of Botox injections Dubai”",
      "family": {
        "id": "query-spotlight",
        "label": "Query Spotlight"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across 7 comparable scheduled runs in the observation period (August 10–16, 2026), Euromed Clinic Center holds position 1 by median best organic position on this query for \"cost of Botox injections Dubai\" in the Luxury Medical Aesthetic Clinics UAE market.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "Organic search",
        "query": "cost of Botox injections Dubai"
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-20"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Luxury Medical Aesthetic Clinics UAE Dubai: “cost of Botox injections Dubai” [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-august-10-16-2026",
        "mla": "The Observatory. \"Luxury Medical Aesthetic Clinics UAE Dubai: “cost of Botox injections Dubai”.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Luxury Medical Aesthetic Clinics UAE Dubai: “cost of Botox injections Dubai”. https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-cost-botox-injections-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-cost-botox-injections-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-cost-botox-injections-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-query-spotlight-cost-botox-injections-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-query-spotlight-cost-botox-injections-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-ai-overview-control-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-10-16-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI opening share on this market across the 7-run window for Luxury Medical Aesthetic Clinics Istanbul, recording 32.17% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-18"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-10-16-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-ai-overview-control-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-ai-overview-control-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-ai-overview-control-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-10-16-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "enlienjang.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Seoul market across the 6-run observation period (August 10–16, 2026), recording 22.01% of all AI answer openings observed over the period.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-17"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-10-16-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-ai-overview-control-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-ai-overview-control-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-ai-overview-control-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-10-16-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "sassymamasg.com holds the rank-1 position on the AI Overview opening-control rail for Luxury Medical Aesthetic Clinics Singapore, recording 18.54% AI opening share on this market across the 7-run window from August 10–16, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-17"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-10-16-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-ai-overview-control-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-ai-overview-control-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-tokyo-ai-overview-control-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-10-16-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "kojihifu.com holds the strongest AI opening share on the Luxury Medical Aesthetic Clinics Tokyo market at 29.84%, observed across 6 comparable scheduled runs in the observation period August 10–16, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-17"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-10-16-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics Tokyo?. https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-tokyo-ai-overview-control-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-tokyo-ai-overview-control-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-dubai-ai-overview-control-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-10-16-2026",
      "title": "Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?",
      "family": {
        "id": "ai-overview-ranking",
        "label": "AI Overview Ranking — Top 10"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "SKIN111 holds the strongest AI opening share on this market in this card scope, at 19.48%, across the 7-run observation period August 10–16, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": "AI Overview",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-18"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-10-16-2026",
        "mla": "The Observatory. \"Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who controls Google's AI Overview for Luxury Medical Aesthetic Clinics UAE, Dubai?. https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-dubai-ai-overview-control-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-dubai-ai-overview-control-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-istanbul-most-cited-by-ai-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-10-16-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Istanbul panel at 29.95%, observed across 7 comparable scheduled runs from August 10–16, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-10-16-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Istanbul?. https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-istanbul-most-cited-by-ai-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-istanbul-most-cited-by-ai-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-london-most-cited-by-ai-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-10-16-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics London?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics London market across the 7-run window August 10–16, 2026, recording 21.62%.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics London? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-10-16-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics London?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics London?. https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-london-most-cited-by-ai-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-london-most-cited-by-ai-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-los-angeles-most-cited-by-ai-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-10-16-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on this market at 19.64%, leading the top-5 panel on the AI Overview citation rail for Luxury Medical Aesthetic Clinics Los Angeles across 7 comparable scheduled runs from August 10–16, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-10-16-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Los Angeles, Los Angeles?. https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-los-angeles-most-cited-by-ai-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-los-angeles-most-cited-by-ai-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-new-york-most-cited-by-ai-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-10-16-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "instagram.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics New York market at 16.46%, observed across 7 comparable scheduled runs in the observation period August 10–16, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-10-16-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics New York, New York?. https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-new-york-most-cited-by-ai-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-new-york-most-cited-by-ai-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-seoul-most-cited-by-ai-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-10-16-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "us-uk.bookimed.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Seoul panel at 16.41%, observed across 6 comparable scheduled runs in the observation period August 10–16, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-10-16-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Seoul?. https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-seoul-most-cited-by-ai-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-seoul-most-cited-by-ai-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-singapore-most-cited-by-ai-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-10-16-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "drshane.sg holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics Singapore panel at 12.43%, observed across 7 comparable scheduled runs from August 10–16, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-21"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-10-16-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics Singapore?. https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-singapore-most-cited-by-ai-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-singapore-most-cited-by-ai-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "card:aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-10-16-2026",
      "url": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-10-16-2026",
      "title": "Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?",
      "family": {
        "id": "ai-citation-ranking",
        "label": "AI Citation Ranking — Top 5"
      },
      "nature": "evidence",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "youtube.com holds the strongest AI citation share on the Luxury Medical Aesthetic Clinics South Florida market at 23.82%, accumulated across 7 comparable scheduled runs in the observation period August 10–16, 2026.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": "AI citation",
        "query": null
      },
      "dates": {
        "observed": {
          "start": "2026-08-10",
          "end": "2026-08-16"
        },
        "published": "2026-08-22"
      },
      "revision": "public-index:10475:1791958589:2032a0266baf5a951fddb81528a0c181",
      "citation": {
        "contract": "measured-card",
        "note": "Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.",
        "apa": "The Observatory. (2026). Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach? [AI brand-positioning observation]. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-10-16-2026",
        "mla": "The Observatory. \"Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?.\" The Observatory, observed August 10–16, 2026, https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-10-16-2026.",
        "plain": "According to The Observatory (observed August 10–16, 2026), Who does AI cite most for Luxury Medical Aesthetic Clinics South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-10-16-2026"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-10-16-2026&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-10-16-2026&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-10-16-2026&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=card%3Aaesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-10-16-2026&format=json",
        "citation.txt": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-10-16-2026/citation.txt",
        "data.csv": "https://theobservatory.io/articles/aesthetic-clinics-miami-palm-beach-most-cited-by-ai-august-10-16-2026/data.csv"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    }
  ]
}