{
  "publisher": "The Observatory",
  "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
  "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
  "retrieved": "2026-10-14",
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    {
      "id": "pc:/markets/uhnw-concierge/hong-kong/ai-search-evidence",
      "url": "https://theobservatory.io/markets/uhnw-concierge/hong-kong/ai-search-evidence",
      "title": "Hong Kong concierge in AI: a recurring pair, different positions",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Quintessentially and L’VOYAGE recur in Hong Kong citations. Compare their surface positions, the final-window exception and specific service queries.",
      "scope": {
        "market": "Hong Kong — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "hong-kong",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-04"
      },
      "revision": "manuscript-blob:4b247ab18e22cd1d739b5f9ed4d8c29546df75bc",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 4). Hong Kong concierge in AI: a recurring pair, different positions. https://theobservatory.io/markets/uhnw-concierge/hong-kong/ai-search-evidence",
        "mla": "\"Hong Kong concierge in AI: a recurring pair, different positions.\" The Observatory, 4 Oct. 2026, https://theobservatory.io/markets/uhnw-concierge/hong-kong/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 4 October 2026), Hong Kong concierge in AI: a recurring pair, different positions. https://theobservatory.io/markets/uhnw-concierge/hong-kong/ai-search-evidence"
      },
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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": "pc:/about/brands-in-ai-search",
      "url": "https://theobservatory.io/about/brands-in-ai-search",
      "title": "How The Observatory Tracks Brands in AI Search Over Time",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A recurring public record of how brands and market actors appear across AI answers and search — what changes, what remains stable, and what the evidence helps an organization understand before it acts.",
      "scope": {
        "market": null,
        "vertical": null,
        "location": null,
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      "dates": {
        "revised": "2026-10-04"
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      "revision": "manuscript-blob:893f31b97bb35aacbd8d06671f594bd2959a6aa4",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 4). How The Observatory Tracks Brands in AI Search Over Time. https://theobservatory.io/about/brands-in-ai-search",
        "mla": "\"How The Observatory Tracks Brands in AI Search Over Time.\" The Observatory, 4 Oct. 2026, https://theobservatory.io/about/brands-in-ai-search.",
        "plain": "According to The Observatory (text revision 4 October 2026), How The Observatory Tracks Brands in AI Search Over Time. https://theobservatory.io/about/brands-in-ai-search"
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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": "pc:/markets/aesthetic-clinics/brands-in-ai-search",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/brands-in-ai-search",
      "title": "Aesthetic Clinics in AI Search: Whose Reputation Is Visible?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "See how AI accounts distinguish clinic brands, practitioners and platforms across destinations, with dated evidence and clear limits on clinical inference.",
      "scope": {
        "market": null,
        "vertical": "aesthetic-clinics",
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:c3b33d6a5d1fd03ed547ff7837a439517c30eb0e",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Aesthetic Clinics in AI Search: Whose Reputation Is Visible?. https://theobservatory.io/markets/aesthetic-clinics/brands-in-ai-search",
        "mla": "\"Aesthetic Clinics in AI Search: Whose Reputation Is Visible?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/aesthetic-clinics/brands-in-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Aesthetic Clinics in AI Search: Whose Reputation Is Visible?. https://theobservatory.io/markets/aesthetic-clinics/brands-in-ai-search"
      },
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fbrands-in-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fbrands-in-ai-search&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": "pc:/markets/luxury-yacht-charter/amalfi-capri-positano/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/amalfi-capri-positano/how-to-read-ai-search",
      "title": "Amalfi Yacht Charter Results: Booking Offers and Information Sources",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Amalfi yacht-charter results in Google and AI search mix trip offers, YachtCharterFleet information and professional sources for pooled Amalfi, Capri, Positano.",
      "scope": {
        "market": "Luxury Yachting Italy / Amalfi Coast",
        "vertical": "luxury-yacht-charter",
        "location": "amalfi-capri-positano",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:dbac536a0dd401abff8e5250a399fbb4a016ace1",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Amalfi Yacht Charter Results: Booking Offers and Information Sources. https://theobservatory.io/markets/luxury-yacht-charter/amalfi-capri-positano/how-to-read-ai-search",
        "mla": "\"Amalfi Yacht Charter Results: Booking Offers and Information Sources.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-yacht-charter/amalfi-capri-positano/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Amalfi Yacht Charter Results: Booking Offers and Information Sources. https://theobservatory.io/markets/luxury-yacht-charter/amalfi-capri-positano/how-to-read-ai-search"
      },
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Famalfi-capri-positano%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Famalfi-capri-positano%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Famalfi-capri-positano%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/italy/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-hospitality/italy/how-to-read-ai-search",
      "title": "Amalfi, Como or Tuscany: Which Place Does the Hotel Result Describe?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Italy’s luxury-hotel record pools Amalfi, Como and Tuscany. Passalacqua’s Lake Como address does not split its AI and search results into regional rankings.",
      "scope": {
        "market": "Luxury Hospitality Italy (Amalfi/Como/Tuscany)",
        "vertical": "luxury-hospitality",
        "location": "italy",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:d5c7fdf06027ae5b622fd8bef794eb2b2b113c8f",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Amalfi, Como or Tuscany: Which Place Does the Hotel Result Describe?. https://theobservatory.io/markets/luxury-hospitality/italy/how-to-read-ai-search",
        "mla": "\"Amalfi, Como or Tuscany: Which Place Does the Hotel Result Describe?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-hospitality/italy/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Amalfi, Como or Tuscany: Which Place Does the Hotel Result Describe?. https://theobservatory.io/markets/luxury-hospitality/italy/how-to-read-ai-search"
      },
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fitaly%2Fhow-to-read-ai-search&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": "pc:/markets/branded-residences/brands-in-ai-search",
      "url": "https://theobservatory.io/markets/branded-residences/brands-in-ai-search",
      "title": "Branded Residences in AI Search: What the Hotel Name Leaves Out",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Hotel-brand recognition, project identity and responsibility for residential life are different kinds of information. Search and AI can make one visible without resolving the others.",
      "scope": {
        "market": null,
        "vertical": "branded-residences",
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:4075b363dac84a9fadcfdd23a0e1f1613dcec6cf",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Branded Residences in AI Search: What the Hotel Name Leaves Out. https://theobservatory.io/markets/branded-residences/brands-in-ai-search",
        "mla": "\"Branded Residences in AI Search: What the Hotel Name Leaves Out.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/branded-residences/brands-in-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Branded Residences in AI Search: What the Hotel Name Leaves Out. https://theobservatory.io/markets/branded-residences/brands-in-ai-search"
      },
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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": "pc:/markets/luxury-fashion/dubai/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-fashion/dubai/how-to-read-ai-search",
      "title": "Does a Dubai Mall Result Count as Visibility for a Fashion Brand?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Dubai fashion results in AI and Google search name Dubai Mall, Al Tayer and Ounass separately. Resolve each role before crediting visibility to a house.",
      "scope": {
        "market": "Luxury Fashion UAE",
        "vertical": "luxury-fashion",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:8d6264b5b97fe882944174ae15102ff67fa8b084",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Does a Dubai Mall Result Count as Visibility for a Fashion Brand?. https://theobservatory.io/markets/luxury-fashion/dubai/how-to-read-ai-search",
        "mla": "\"Does a Dubai Mall Result Count as Visibility for a Fashion Brand?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-fashion/dubai/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Does a Dubai Mall Result Count as Visibility for a Fashion Brand?. https://theobservatory.io/markets/luxury-fashion/dubai/how-to-read-ai-search"
      },
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fdubai%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fdubai%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-hospitality/dubai/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-hospitality/dubai/how-to-read-ai-search",
      "title": "Does a Hotel Brand Name Identify a Dubai Hotel?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Which Dubai hotel does an AI brand mention mean? Four Seasons has two Dubai properties, and luxury-hotel capture covers the UAE: brand, property and place differ.",
      "scope": {
        "market": "Luxury Hospitality UAE",
        "vertical": "luxury-hospitality",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:a365f5e7f27b218ef020797d37742e6a6bddca0c",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Does a Hotel Brand Name Identify a Dubai Hotel?. https://theobservatory.io/markets/luxury-hospitality/dubai/how-to-read-ai-search",
        "mla": "\"Does a Hotel Brand Name Identify a Dubai Hotel?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-hospitality/dubai/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Does a Hotel Brand Name Identify a Dubai Hotel?. https://theobservatory.io/markets/luxury-hospitality/dubai/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fdubai%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fdubai%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fdubai%2Fhow-to-read-ai-search&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": "pc:/markets/aesthetic-clinics/miami-palm-beach/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/miami-palm-beach/how-to-read-ai-search",
      "title": "Does a Miami / Palm Beach Clinic Search Find a Local Practice?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A clinic in Miami / Palm Beach AI and search results does not prove a local practice. Bluewater, Maki and medical-board sources show why location needs checking.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:8b6da5be4c3dfd886334f2b49f85ed8f2fdd9e5e",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Does a Miami / Palm Beach Clinic Search Find a Local Practice?. https://theobservatory.io/markets/aesthetic-clinics/miami-palm-beach/how-to-read-ai-search",
        "mla": "\"Does a Miami / Palm Beach Clinic Search Find a Local Practice?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/aesthetic-clinics/miami-palm-beach/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Does a Miami / Palm Beach Clinic Search Find a Local Practice?. https://theobservatory.io/markets/aesthetic-clinics/miami-palm-beach/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fmiami-palm-beach%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-villa-rental/miami-palm-beach/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/miami-palm-beach/how-to-read-ai-search",
      "title": "Does a Palm Beach Villa Search Return a Private Villa?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Palm Beach staffed-villa search can return a resort in AI and Google results. Separate the requested stay, the property’s location and the management service.",
      "scope": {
        "market": "UHNW Villa Rental South Florida",
        "vertical": "luxury-villa-rental",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:df519f19cc706357744aa403922f91b352d21711",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Does a Palm Beach Villa Search Return a Private Villa?. https://theobservatory.io/markets/luxury-villa-rental/miami-palm-beach/how-to-read-ai-search",
        "mla": "\"Does a Palm Beach Villa Search Return a Private Villa?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-villa-rental/miami-palm-beach/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Does a Palm Beach Villa Search Return a Private Villa?. https://theobservatory.io/markets/luxury-villa-rental/miami-palm-beach/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/paris/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/premium-education/paris/how-to-read-ai-search",
      "title": "Does a Paris School Result Identify the Right Institution?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The American School of Paris appears in AI opening results but sits in Saint-Cloud; Paris school search also mixes sous contrat status queries and tutoring.",
      "scope": {
        "market": "Premium Education France / Paris",
        "vertical": "premium-education",
        "location": "paris",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:b68efeae65908fe52705e71a03b3243f58dbc485",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Does a Paris School Result Identify the Right Institution?. https://theobservatory.io/markets/premium-education/paris/how-to-read-ai-search",
        "mla": "\"Does a Paris School Result Identify the Right Institution?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/premium-education/paris/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Does a Paris School Result Identify the Right Institution?. https://theobservatory.io/markets/premium-education/paris/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fparis%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-yacht-charter/maldives-seychelles/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/maldives-seychelles/how-to-read-ai-search",
      "title": "Does a Seychelles Yacht-Search Result Identify a Local Business?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In Maldives / Seychelles yacht search and AI results, the destination asked, the Google search location and the business behind a result can differ.",
      "scope": {
        "market": "Luxury Yachting Indian Ocean",
        "vertical": "luxury-yacht-charter",
        "location": "maldives-seychelles",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:bdd53fe2a4d1fa82da6f738d7aef87a50daa7cd6",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Does a Seychelles Yacht-Search Result Identify a Local Business?. https://theobservatory.io/markets/luxury-yacht-charter/maldives-seychelles/how-to-read-ai-search",
        "mla": "\"Does a Seychelles Yacht-Search Result Identify a Local Business?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-yacht-charter/maldives-seychelles/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Does a Seychelles Yacht-Search Result Identify a Local Business?. https://theobservatory.io/markets/luxury-yacht-charter/maldives-seychelles/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmaldives-seychelles%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmaldives-seychelles%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmaldives-seychelles%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/geneva-lausanne-zurich/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/premium-education/geneva-lausanne-zurich/how-to-read-ai-search",
      "title": "Does a Swiss School Search Result Establish Its Status?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Can a search or AI result establish a Swiss school’s status? Zurich’s private-school permission, higher-education accreditation and eduQua certification differ.",
      "scope": {
        "market": "Premium Education Switzerland",
        "vertical": "premium-education",
        "location": "geneva-lausanne-zurich",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:eb026d0ab848911cf6bc5d35b6f97cc7a383acc4",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Does a Swiss School Search Result Establish Its Status?. https://theobservatory.io/markets/premium-education/geneva-lausanne-zurich/how-to-read-ai-search",
        "mla": "\"Does a Swiss School Search Result Establish Its Status?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/premium-education/geneva-lausanne-zurich/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Does a Swiss School Search Result Establish Its Status?. https://theobservatory.io/markets/premium-education/geneva-lausanne-zurich/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fgeneva-lausanne-zurich%2Fhow-to-read-ai-search&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": "pc:/markets/private-banking/hong-kong/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-banking/hong-kong/how-to-read-ai-search",
      "title": "Does Every Name in Hong Kong Private-Banking Search Identify a Bank?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "HSBC appears under three labels in Hong Kong private-banking Google AI Overview openings; separate bank names and domains from institutions and publishers.",
      "scope": {
        "market": "Private Banking Hong Kong",
        "vertical": "private-banking",
        "location": "hong-kong",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:f85fd829bb4b39c5e81a87403f44b6520d4222e8",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Does Every Name in Hong Kong Private-Banking Search Identify a Bank?. https://theobservatory.io/markets/private-banking/hong-kong/how-to-read-ai-search",
        "mla": "\"Does Every Name in Hong Kong Private-Banking Search Identify a Bank?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-banking/hong-kong/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Does Every Name in Hong Kong Private-Banking Search Identify a Bank?. https://theobservatory.io/markets/private-banking/hong-kong/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fhong-kong%2Fhow-to-read-ai-search&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": "pc:/markets/aesthetic-clinics/dubai/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/dubai/how-to-read-ai-search",
      "title": "Dubai Aesthetic-Clinic Search: Finding DHA Is Not the Same as Checking a Practitioner",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Reading Dubai aesthetic-clinic results in Google and AI search: finding DHA points to official information, not a completed practitioner or facility check.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:8fafa5d82cc394e6d9081c558fbac895982931fd",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Dubai Aesthetic-Clinic Search: Finding DHA Is Not the Same as Checking a Practitioner. https://theobservatory.io/markets/aesthetic-clinics/dubai/how-to-read-ai-search",
        "mla": "\"Dubai Aesthetic-Clinic Search: Finding DHA Is Not the Same as Checking a Practitioner.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/aesthetic-clinics/dubai/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Dubai Aesthetic-Clinic Search: Finding DHA Is Not the Same as Checking a Practitioner. https://theobservatory.io/markets/aesthetic-clinics/dubai/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fdubai%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fdubai%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-yacht-charter/dubai-abu-dhabi/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/dubai-abu-dhabi/how-to-read-ai-search",
      "title": "Dubai Marina Questions and the Abu Dhabi Boundary in Charter Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Dubai Marina questions drive the Dubai / Abu Dhabi charter record in AI and Google search; separate maritime authorities show it is not two emirate rankings.",
      "scope": {
        "market": "Luxury Yachting UAE",
        "vertical": "luxury-yacht-charter",
        "location": "dubai-abu-dhabi",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:ef56de1b78e3b107a9ee18931c90b725d7897c7e",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Dubai Marina Questions and the Abu Dhabi Boundary in Charter Search. https://theobservatory.io/markets/luxury-yacht-charter/dubai-abu-dhabi/how-to-read-ai-search",
        "mla": "\"Dubai Marina Questions and the Abu Dhabi Boundary in Charter Search.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-yacht-charter/dubai-abu-dhabi/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Dubai Marina Questions and the Abu Dhabi Boundary in Charter Search. https://theobservatory.io/markets/luxury-yacht-charter/dubai-abu-dhabi/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fdubai-abu-dhabi%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fdubai-abu-dhabi%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-villa-rental/saint-tropez-cannes-cap-d-antibes/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/saint-tropez-cannes-cap-d-antibes/ai-search-evidence",
      "title": "Excellence Riviera’s Search Recurrence Meets More Specific Villa Questions",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "One agency domain heads the published market tables, while concierge and named-service queries lead to Beauchamp and Villanovo. The broader result cannot stand in for every local question.",
      "scope": {
        "market": "UHNW Villa Rental French Riviera",
        "vertical": "luxury-villa-rental",
        "location": "saint-tropez-cannes-cap-d-antibes",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:060ff1b6f6cab947524349b71f7206b165c79cd8",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Excellence Riviera’s Search Recurrence Meets More Specific Villa Questions. https://theobservatory.io/markets/luxury-villa-rental/saint-tropez-cannes-cap-d-antibes/ai-search-evidence",
        "mla": "\"Excellence Riviera’s Search Recurrence Meets More Specific Villa Questions.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-villa-rental/saint-tropez-cannes-cap-d-antibes/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 3 October 2026), Excellence Riviera’s Search Recurrence Meets More Specific Villa Questions. https://theobservatory.io/markets/luxury-villa-rental/saint-tropez-cannes-cap-d-antibes/ai-search-evidence"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fsaint-tropez-cannes-cap-d-antibes%2Fai-search-evidence&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": "pc:/markets/private-aviation/geneva-zurich/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-aviation/geneva-zurich/how-to-read-ai-search",
      "title": "Geneva / Zurich Private Aviation Search: What Do the Names Actually Represent?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Geneva / Zurich private-aviation results in AI and Google bring LunaJets, Jet Aviation’s FBO and Swiss certification sources together; each name has its role.",
      "scope": {
        "market": "Private Aviation Switzerland",
        "vertical": "private-aviation",
        "location": "geneva-zurich",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:ba834a90d3edec497fb4c86b2c623db1963c2dfe",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Geneva / Zurich Private Aviation Search: What Do the Names Actually Represent?. https://theobservatory.io/markets/private-aviation/geneva-zurich/how-to-read-ai-search",
        "mla": "\"Geneva / Zurich Private Aviation Search: What Do the Names Actually Represent?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-aviation/geneva-zurich/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Geneva / Zurich Private Aviation Search: What Do the Names Actually Represent?. https://theobservatory.io/markets/private-aviation/geneva-zurich/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fgeneva-zurich%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fgeneva-zurich%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-yacht-charter/athens-mykonos-santorini-corfu/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/athens-mykonos-santorini-corfu/how-to-read-ai-search",
      "title": "Greek Yacht Charter Search: From Alimos Departures to MYBA Agreements",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Alimos Marina, Istion and MYBA agreements sit in one Athens, Mykonos, Santorini and Corfu record: how to read Greek yacht-charter results in AI and Google.",
      "scope": {
        "market": "Luxury Yachting Greece",
        "vertical": "luxury-yacht-charter",
        "location": "athens-mykonos-santorini-corfu",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:bd95e45a31ee2599f26f183402ed76bcd9669e68",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Greek Yacht Charter Search: From Alimos Departures to MYBA Agreements. https://theobservatory.io/markets/luxury-yacht-charter/athens-mykonos-santorini-corfu/how-to-read-ai-search",
        "mla": "\"Greek Yacht Charter Search: From Alimos Departures to MYBA Agreements.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-yacht-charter/athens-mykonos-santorini-corfu/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Greek Yacht Charter Search: From Alimos Departures to MYBA Agreements. https://theobservatory.io/markets/luxury-yacht-charter/athens-mykonos-santorini-corfu/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fathens-mykonos-santorini-corfu%2Fhow-to-read-ai-search&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": "pc:/markets/private-aviation/hong-kong/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-aviation/hong-kong/how-to-read-ai-search",
      "title": "Hong Kong Private Jet Results: Charter Company, FBO or Regulator?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "L’VOYAGE, HKBAC and the Civil Aviation Department share Hong Kong’s Google AI Overview openings as charter arranger, airport service and regulator.",
      "scope": {
        "market": "Private Aviation Hong Kong",
        "vertical": "private-aviation",
        "location": "hong-kong",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:6ee5a2b61eae3ce624c29cc260ac4f27466f5624",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Hong Kong Private Jet Results: Charter Company, FBO or Regulator?. https://theobservatory.io/markets/private-aviation/hong-kong/how-to-read-ai-search",
        "mla": "\"Hong Kong Private Jet Results: Charter Company, FBO or Regulator?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-aviation/hong-kong/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Hong Kong Private Jet Results: Charter Company, FBO or Regulator?. https://theobservatory.io/markets/private-aviation/hong-kong/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fhong-kong%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fhong-kong%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-fashion/brands-in-ai-search",
      "url": "https://theobservatory.io/markets/luxury-fashion/brands-in-ai-search",
      "title": "How luxury fashion brands appear in AI search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Explore how AI and Google represent luxury fashion through houses, retailers, publishers and shopping places, with evidence from observed destinations.",
      "scope": {
        "market": null,
        "vertical": "luxury-fashion",
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:a7a68dd7b1d81583bdbd6f51de1aefbf13171066",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). How luxury fashion brands appear in AI search. https://theobservatory.io/markets/luxury-fashion/brands-in-ai-search",
        "mla": "\"How luxury fashion brands appear in AI search.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-fashion/brands-in-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), How luxury fashion brands appear in AI search. https://theobservatory.io/markets/luxury-fashion/brands-in-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fbrands-in-ai-search&format=bib",
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        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fbrands-in-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/brands-in-ai-search",
      "url": "https://theobservatory.io/markets/private-banking/brands-in-ai-search",
      "title": "How private banking appears in AI search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "How Google and AI represent private banking through banks, directories, publishers and verification sources across observed financial centres.",
      "scope": {
        "market": null,
        "vertical": "private-banking",
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:f7c92d8185fd05fa83700ed00b755d4b773ea485",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). How private banking appears in AI search. https://theobservatory.io/markets/private-banking/brands-in-ai-search",
        "mla": "\"How private banking appears in AI search.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-banking/brands-in-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), How private banking appears in AI search. https://theobservatory.io/markets/private-banking/brands-in-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fbrands-in-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fbrands-in-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fbrands-in-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fbrands-in-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/ibiza/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/ibiza/how-to-read-ai-search",
      "title": "Ibiza Villa Search: A Holiday Stay or an Owner’s Management Business?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Ibiza villa results in AI and Google search serve guests or owners. IPM’s management service, booking sources and guides represent different relationships.",
      "scope": {
        "market": "UHNW Villa Rental Ibiza",
        "vertical": "luxury-villa-rental",
        "location": "ibiza",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:b9640f422168bf55e97626f1949d80b0eb38a904",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Ibiza Villa Search: A Holiday Stay or an Owner’s Management Business?. https://theobservatory.io/markets/luxury-villa-rental/ibiza/how-to-read-ai-search",
        "mla": "\"Ibiza Villa Search: A Holiday Stay or an Owner’s Management Business?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-villa-rental/ibiza/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Ibiza Villa Search: A Holiday Stay or an Owner’s Management Business?. https://theobservatory.io/markets/luxury-villa-rental/ibiza/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fibiza%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-yacht-charter/bali-komodo-raja-ampat/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/bali-komodo-raja-ampat/how-to-read-ai-search",
      "title": "Indonesian Yacht Charter: Which Business Does a Vessel Name Represent?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A yacht name in an AI answer may not identify the business behind the voyage: Aqua Blu and Aqua Expeditions show it across Bali, Komodo and Raja Ampat.",
      "scope": {
        "market": "Luxury Yachting Indonesia",
        "vertical": "luxury-yacht-charter",
        "location": "bali-komodo-raja-ampat",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:a261870be1ef13ee8a78984432c3713beb4680a2",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Indonesian Yacht Charter: Which Business Does a Vessel Name Represent?. https://theobservatory.io/markets/luxury-yacht-charter/bali-komodo-raja-ampat/how-to-read-ai-search",
        "mla": "\"Indonesian Yacht Charter: Which Business Does a Vessel Name Represent?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-yacht-charter/bali-komodo-raja-ampat/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Indonesian Yacht Charter: Which Business Does a Vessel Name Represent?. https://theobservatory.io/markets/luxury-yacht-charter/bali-komodo-raja-ampat/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fbali-komodo-raja-ampat%2Fhow-to-read-ai-search&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": "pc:/markets/aesthetic-clinics/istanbul/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/istanbul/how-to-read-ai-search",
      "title": "Is an Istanbul Clinic Result a Provider, a Platform or a Practitioner?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Istanbul aesthetic-clinic results in Google and AI search mix clinics, doctors and medical-tourism platforms; a Barcelona source shows geography needs checking.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:7d2f254e0cb2910784093414c4a6f2919afce297",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Is an Istanbul Clinic Result a Provider, a Platform or a Practitioner?. https://theobservatory.io/markets/aesthetic-clinics/istanbul/how-to-read-ai-search",
        "mla": "\"Is an Istanbul Clinic Result a Provider, a Platform or a Practitioner?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/aesthetic-clinics/istanbul/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Is an Istanbul Clinic Result a Provider, a Platform or a Practitioner?. https://theobservatory.io/markets/aesthetic-clinics/istanbul/how-to-read-ai-search"
      },
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fistanbul%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-villa-rental/marbella/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/marbella/how-to-read-ai-search",
      "title": "Is That Marbella Villa Result a Property or a Rental Business?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In Marbella’s Google AI Overview openings, Villa Gratitud is an estate and The Luxury Villa Collection a rental business; Idealista adds property advertising.",
      "scope": {
        "market": "UHNW Villa Rental Marbella / Costa del Sol",
        "vertical": "luxury-villa-rental",
        "location": "marbella",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:aaa056f802ec0998312464c70d4d9d228ba3db77",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Is That Marbella Villa Result a Property or a Rental Business?. https://theobservatory.io/markets/luxury-villa-rental/marbella/how-to-read-ai-search",
        "mla": "\"Is That Marbella Villa Result a Property or a Rental Business?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-villa-rental/marbella/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Is That Marbella Villa Result a Property or a Rental Business?. https://theobservatory.io/markets/luxury-villa-rental/marbella/how-to-read-ai-search"
      },
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        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmarbella%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmarbella%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmarbella%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmarbella%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/miami-palm-beach/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-aviation/miami-palm-beach/ai-search-evidence",
      "title": "Jettly Leads South Florida’s AI Tables. The Query Changes the Cast.",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Miami / Palm Beach’s pooled private-aviation record combines a recurring charter-access name with different organic sources for discovery, routes and operator verification.",
      "scope": {
        "market": "Private Aviation South Florida",
        "vertical": "private-aviation",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:55ae57549a09be835a5e87c1d84f11bddac3e841",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Jettly Leads South Florida’s AI Tables. The Query Changes the Cast.. https://theobservatory.io/markets/private-aviation/miami-palm-beach/ai-search-evidence",
        "mla": "\"Jettly Leads South Florida’s AI Tables. The Query Changes the Cast..\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-aviation/miami-palm-beach/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 3 October 2026), Jettly Leads South Florida’s AI Tables. The Query Changes the Cast.. https://theobservatory.io/markets/private-aviation/miami-palm-beach/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmiami-palm-beach%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmiami-palm-beach%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmiami-palm-beach%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmiami-palm-beach%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/paris/ai-search-evidence",
      "url": "https://theobservatory.io/markets/uhnw-concierge/paris/ai-search-evidence",
      "title": "John Paul Breaks YouTube's Pattern in Paris Concierge AI Overviews",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "YouTube heads eight of nine Paris concierge opening panels; John Paul takes the remaining first row. Follow the pattern, repeated queries and source roles.",
      "scope": {
        "market": "Paris — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "paris",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:46f52e3eeb00d981dc532b8e097893075e764b7b",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). John Paul Breaks YouTube's Pattern in Paris Concierge AI Overviews. https://theobservatory.io/markets/uhnw-concierge/paris/ai-search-evidence",
        "mla": "\"John Paul Breaks YouTube's Pattern in Paris Concierge AI Overviews.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/uhnw-concierge/paris/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 3 October 2026), John Paul Breaks YouTube's Pattern in Paris Concierge AI Overviews. https://theobservatory.io/markets/uhnw-concierge/paris/ai-search-evidence"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fparis%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fparis%2Fai-search-evidence&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": "pc:/markets/luxury-fashion/hong-kong/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-fashion/hong-kong/how-to-read-ai-search",
      "title": "Lane Crawford Appears Twice: Counting Hong Kong Fashion Sources",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Lane Crawford appears twice in Hong Kong fashion search, as name and domain. Resolve retailer, tourism and measurement identities before counting AI visibility.",
      "scope": {
        "market": "Luxury Fashion Hong Kong",
        "vertical": "luxury-fashion",
        "location": "hong-kong",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:42ce84e18c04ea33099b23c80ff5422e724552a0",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Lane Crawford Appears Twice: Counting Hong Kong Fashion Sources. https://theobservatory.io/markets/luxury-fashion/hong-kong/how-to-read-ai-search",
        "mla": "\"Lane Crawford Appears Twice: Counting Hong Kong Fashion Sources.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-fashion/hong-kong/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Lane Crawford Appears Twice: Counting Hong Kong Fashion Sources. https://theobservatory.io/markets/luxury-fashion/hong-kong/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fhong-kong%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fhong-kong%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fhong-kong%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/london/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/london/how-to-read-ai-search",
      "title": "London Aesthetic Clinics: What Do CQC, GMC and Medical Sources Tell You?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "How to read London aesthetic-clinic results in AI and Google search: clinic domains, GMC and CQC registers and medical literature answer different questions.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:7e0a9996f99dc794fc5ee349754ad31512b0c692",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). London Aesthetic Clinics: What Do CQC, GMC and Medical Sources Tell You?. https://theobservatory.io/markets/aesthetic-clinics/london/how-to-read-ai-search",
        "mla": "\"London Aesthetic Clinics: What Do CQC, GMC and Medical Sources Tell You?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/aesthetic-clinics/london/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), London Aesthetic Clinics: What Do CQC, GMC and Medical Sources Tell You?. https://theobservatory.io/markets/aesthetic-clinics/london/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flondon%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flondon%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flondon%2Fhow-to-read-ai-search&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": "pc:/markets/private-aviation/london/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-aviation/london/how-to-read-ai-search",
      "title": "London Private Aviation: Airports, Operators and Older Names",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "An AI answer can name London Executive Aviation, now Luxaviation United Kingdom; London results also point to outlying airports and UK operator certificates.",
      "scope": {
        "market": "Private Aviation London",
        "vertical": "private-aviation",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:efb553f98beeea622292994255abc4898ee9ca3e",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). London Private Aviation: Airports, Operators and Older Names. https://theobservatory.io/markets/private-aviation/london/how-to-read-ai-search",
        "mla": "\"London Private Aviation: Airports, Operators and Older Names.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-aviation/london/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), London Private Aviation: Airports, Operators and Older Names. https://theobservatory.io/markets/private-aviation/london/how-to-read-ai-search"
      },
      "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": "pc:/markets/luxury-real-estate/london/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/london/how-to-read-ai-search",
      "title": "London Property Results: Estate Agents, Buying Advisers or Tenure Guidance?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "City Hall and an estate agency can answer the same London tenure question. Reading luxury-property results in AI and Google: agents, buying advisers or guidance.",
      "scope": {
        "market": "Luxury Real Estate Advisory London",
        "vertical": "luxury-real-estate",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:7e8635891ffc3f17277f724e61eb80ffe7c7ae97",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). London Property Results: Estate Agents, Buying Advisers or Tenure Guidance?. https://theobservatory.io/markets/luxury-real-estate/london/how-to-read-ai-search",
        "mla": "\"London Property Results: Estate Agents, Buying Advisers or Tenure Guidance?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/london/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), London Property Results: Estate Agents, Buying Advisers or Tenure Guidance?. https://theobservatory.io/markets/luxury-real-estate/london/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flondon%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flondon%2Fhow-to-read-ai-search&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": "pc:/markets/uhnw-concierge/paris/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/uhnw-concierge/paris/how-to-read-ai-search",
      "title": "Looking for a Paris Lifestyle Manager: A Service or a Profession?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Paris lifestyle-manager searches in Google and AI return Indeed and MBA ESG, a job board and a school: separate the profession from private concierge services.",
      "scope": {
        "market": "Paris — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "paris",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:d46e1499e7116cf0506b6dd057d7551f423365ac",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Looking for a Paris Lifestyle Manager: A Service or a Profession?. https://theobservatory.io/markets/uhnw-concierge/paris/how-to-read-ai-search",
        "mla": "\"Looking for a Paris Lifestyle Manager: A Service or a Profession?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/uhnw-concierge/paris/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Looking for a Paris Lifestyle Manager: A Service or a Profession?. https://theobservatory.io/markets/uhnw-concierge/paris/how-to-read-ai-search"
      },
      "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": "pc:/markets/luxury-real-estate/los-angeles/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/los-angeles/how-to-read-ai-search",
      "title": "Los Angeles Agent Searches: Publicity, Identity and Licence Checks",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Los Angeles agent results in Google and AI can put The Hollywood Reporter beside agents; California DRE’s appearance is not a completed licence check.",
      "scope": {
        "market": "Luxury Real Estate Advisory Los Angeles",
        "vertical": "luxury-real-estate",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:59c06f80ae85d2a7884d976ac4756913044e5f3e",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Los Angeles Agent Searches: Publicity, Identity and Licence Checks. https://theobservatory.io/markets/luxury-real-estate/los-angeles/how-to-read-ai-search",
        "mla": "\"Los Angeles Agent Searches: Publicity, Identity and Licence Checks.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/los-angeles/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Los Angeles Agent Searches: Publicity, Identity and Licence Checks. https://theobservatory.io/markets/luxury-real-estate/los-angeles/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flos-angeles%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flos-angeles%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flos-angeles%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flos-angeles%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/los-angeles/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/los-angeles/how-to-read-ai-search",
      "title": "Los Angeles Clinic Search: Credentials, Clinics and Practitioners",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Los Angeles clinic results in search and AI: why board certification, California licensing sources and clinic identities each answer a different question.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:a1c791a71347981ddf0d1faa4d106e7797b2f97a",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Los Angeles Clinic Search: Credentials, Clinics and Practitioners. https://theobservatory.io/markets/aesthetic-clinics/los-angeles/how-to-read-ai-search",
        "mla": "\"Los Angeles Clinic Search: Credentials, Clinics and Practitioners.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/aesthetic-clinics/los-angeles/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Los Angeles Clinic Search: Credentials, Clinics and Practitioners. https://theobservatory.io/markets/aesthetic-clinics/los-angeles/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flos-angeles%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flos-angeles%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flos-angeles%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flos-angeles%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/los-angeles/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-aviation/los-angeles/how-to-read-ai-search",
      "title": "Los Angeles Private Jet Results: Broker, Operator or Airport Service?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Los Angeles private-jet results in AI and Google: Paramount Business Jets is a broker, Clay Lacy runs Van Nuys services; a visible name leaves the operator open.",
      "scope": {
        "market": "Private Aviation Los Angeles",
        "vertical": "private-aviation",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:a36555a3c4097737064f64d6d7a9eb28139720a4",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Los Angeles Private Jet Results: Broker, Operator or Airport Service?. https://theobservatory.io/markets/private-aviation/los-angeles/how-to-read-ai-search",
        "mla": "\"Los Angeles Private Jet Results: Broker, Operator or Airport Service?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-aviation/los-angeles/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Los Angeles Private Jet Results: Broker, Operator or Airport Service?. https://theobservatory.io/markets/private-aviation/los-angeles/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flos-angeles%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flos-angeles%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flos-angeles%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flos-angeles%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/brands-in-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/brands-in-ai-search",
      "title": "Luxury Real Estate in AI Search: Homes, Advisers and Checks",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Homes, buying advisers, portals and official checking sources appear in luxury property search. Dated observations explain what each result represents.",
      "scope": {
        "market": null,
        "vertical": "luxury-real-estate",
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:4ba994af854865cdd871a57d15440ff0ea9dd1cf",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Luxury Real Estate in AI Search: Homes, Advisers and Checks. https://theobservatory.io/markets/luxury-real-estate/brands-in-ai-search",
        "mla": "\"Luxury Real Estate in AI Search: Homes, Advisers and Checks.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/brands-in-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Luxury Real Estate in AI Search: Homes, Advisers and Checks. https://theobservatory.io/markets/luxury-real-estate/brands-in-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fbrands-in-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fbrands-in-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fbrands-in-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fbrands-in-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/brands-in-ai-search",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/brands-in-ai-search",
      "title": "Luxury Yacht Charter in AI Search: Yachts, Businesses and Voyages",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "How AI and Google represent yacht charter through vessels, charter businesses, voyages and information sources across observed destinations.",
      "scope": {
        "market": null,
        "vertical": "luxury-yacht-charter",
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:7e1292c918bb3f1e9c445e6c209f91dd20bcb746",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Luxury Yacht Charter in AI Search: Yachts, Businesses and Voyages. https://theobservatory.io/markets/luxury-yacht-charter/brands-in-ai-search",
        "mla": "\"Luxury Yacht Charter in AI Search: Yachts, Businesses and Voyages.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-yacht-charter/brands-in-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Luxury Yacht Charter in AI Search: Yachts, Businesses and Voyages. https://theobservatory.io/markets/luxury-yacht-charter/brands-in-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fbrands-in-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fbrands-in-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fbrands-in-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fbrands-in-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/marbella/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/marbella/ai-search-evidence",
      "title": "Marbella Villa Search: Recurring First Rows, Different Company-Query Orders",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The Luxury Villa Collection is a persistent name in Marbella’s Google record. Company-selection and verification questions reveal why that persistence is not a universal first place.",
      "scope": {
        "market": "UHNW Villa Rental Marbella / Costa del Sol",
        "vertical": "luxury-villa-rental",
        "location": "marbella",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:7e7334993aef2ff5cffa9cf2f7d70a2a0a32c9f1",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Marbella Villa Search: Recurring First Rows, Different Company-Query Orders. https://theobservatory.io/markets/luxury-villa-rental/marbella/ai-search-evidence",
        "mla": "\"Marbella Villa Search: Recurring First Rows, Different Company-Query Orders.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-villa-rental/marbella/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 3 October 2026), Marbella Villa Search: Recurring First Rows, Different Company-Query Orders. https://theobservatory.io/markets/luxury-villa-rental/marbella/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmarbella%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmarbella%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmarbella%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmarbella%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/miami-palm-beach/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/miami-palm-beach/ai-search-evidence",
      "title": "Miami Luxury Property in AI Search: Brokers Beside the Platforms",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "MILLION’s domain recurs throughout the published citation series, while purchase, agent and condominium-risk questions lead to different sources.",
      "scope": {
        "market": "Luxury Real Estate Advisory South Florida",
        "vertical": "luxury-real-estate",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:c1992e6a2ec59fc04fa46cdf161994415b9ed641",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Miami Luxury Property in AI Search: Brokers Beside the Platforms. https://theobservatory.io/markets/luxury-real-estate/miami-palm-beach/ai-search-evidence",
        "mla": "\"Miami Luxury Property in AI Search: Brokers Beside the Platforms.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/miami-palm-beach/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 3 October 2026), Miami Luxury Property in AI Search: Brokers Beside the Platforms. https://theobservatory.io/markets/luxury-real-estate/miami-palm-beach/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmiami-palm-beach%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmiami-palm-beach%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmiami-palm-beach%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmiami-palm-beach%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/miami-palm-beach/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/miami-palm-beach/how-to-read-ai-search",
      "title": "Miami Yacht Charter Search: What Does the Name Represent?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Miami yacht-charter results in AI and Google search: a Miami departure, a Florida licensing source and businesses like Miami Yacht Connect play different roles.",
      "scope": {
        "market": "Luxury Yachting South Florida",
        "vertical": "luxury-yacht-charter",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:378632b57469e67042ebcf800362a80489a08be6",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Miami Yacht Charter Search: What Does the Name Represent?. https://theobservatory.io/markets/luxury-yacht-charter/miami-palm-beach/how-to-read-ai-search",
        "mla": "\"Miami Yacht Charter Search: What Does the Name Represent?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-yacht-charter/miami-palm-beach/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Miami Yacht Charter Search: What Does the Name Represent?. https://theobservatory.io/markets/luxury-yacht-charter/miami-palm-beach/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/milan/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-fashion/milan/how-to-read-ai-search",
      "title": "Milan Fashion Search Extends Beyond the Boutique",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Milan boutique searches in Google and AI return hotels, guides and fashion institutions, not only boutiques: read those roles before brand visibility.",
      "scope": {
        "market": "Luxury Fashion Milan",
        "vertical": "luxury-fashion",
        "location": "milan",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:6d172665aea73b2756d289a0281a53084109796b",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Milan Fashion Search Extends Beyond the Boutique. https://theobservatory.io/markets/luxury-fashion/milan/how-to-read-ai-search",
        "mla": "\"Milan Fashion Search Extends Beyond the Boutique.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-fashion/milan/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Milan Fashion Search Extends Beyond the Boutique. https://theobservatory.io/markets/luxury-fashion/milan/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fmilan%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fmilan%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fmilan%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fmilan%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/monaco/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-aviation/monaco/how-to-read-ai-search",
      "title": "Monaco Aviation Search: Booking, Operating and Reaching the Destination",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Monaco private aviation in AI and Google search spans BLADE’s bookings, Nice airport and Monacair’s helicopter flights: different parts of reaching Monaco.",
      "scope": {
        "market": "Private Aviation Monaco / French Riviera",
        "vertical": "private-aviation",
        "location": "monaco",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:b4889f497c824d9c49ff671d1c0e532dd36a8fcf",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Monaco Aviation Search: Booking, Operating and Reaching the Destination. https://theobservatory.io/markets/private-aviation/monaco/how-to-read-ai-search",
        "mla": "\"Monaco Aviation Search: Booking, Operating and Reaching the Destination.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-aviation/monaco/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Monaco Aviation Search: Booking, Operating and Reaching the Destination. https://theobservatory.io/markets/private-aviation/monaco/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmonaco%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmonaco%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmonaco%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmonaco%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/monaco-french-riviera/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/uhnw-concierge/monaco-french-riviera/how-to-read-ai-search",
      "title": "Monaco Concierge Names: Two Websites, One Enterprise?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Two Monaco concierge websites in AI and search results can be one enterprise: Anais Prestige Services and The Conciergerie Society share an identifier in Beausoleil.",
      "scope": {
        "market": "Monaco / French Riviera — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "monaco-french-riviera",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:ad3314e9fc9a231492da742bc7830b29df8a12c1",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Monaco Concierge Names: Two Websites, One Enterprise?. https://theobservatory.io/markets/uhnw-concierge/monaco-french-riviera/how-to-read-ai-search",
        "mla": "\"Monaco Concierge Names: Two Websites, One Enterprise?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/uhnw-concierge/monaco-french-riviera/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Monaco Concierge Names: Two Websites, One Enterprise?. https://theobservatory.io/markets/uhnw-concierge/monaco-french-riviera/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmonaco-french-riviera%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmonaco-french-riviera%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmonaco-french-riviera%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmonaco-french-riviera%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/mykonos/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/mykonos/how-to-read-ai-search",
      "title": "Mykonos Property Search: Agencies, Engineers and Public Registers",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Mykonos property AI and search results mix agencies, engineers and the MITOS register; one agency shows on an agent query yet misses the aggregate top five.",
      "scope": {
        "market": "Luxury Real Estate Advisory Mykonos",
        "vertical": "luxury-real-estate",
        "location": "mykonos",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:590ba87b32a606cce50c470bdffdec6d7ba73e65",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Mykonos Property Search: Agencies, Engineers and Public Registers. https://theobservatory.io/markets/luxury-real-estate/mykonos/how-to-read-ai-search",
        "mla": "\"Mykonos Property Search: Agencies, Engineers and Public Registers.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/mykonos/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Mykonos Property Search: Agencies, Engineers and Public Registers. https://theobservatory.io/markets/luxury-real-estate/mykonos/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmykonos%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmykonos%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmykonos%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmykonos%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/branded-residences/new-york/ai-search-evidence",
      "url": "https://theobservatory.io/markets/branded-residences/new-york/ai-search-evidence",
      "title": "New York Branded Residences: An AI Source Beyond the Organic Top Five",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Manhattan Miami's recurring place in AI openings and citations gives a different account of New York's source landscape from the organic selection alone.",
      "scope": {
        "market": "Branded Residences New York",
        "vertical": "branded-residences",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:799e482c71efe575ed974d08838325ba5d223ef1",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). New York Branded Residences: An AI Source Beyond the Organic Top Five. https://theobservatory.io/markets/branded-residences/new-york/ai-search-evidence",
        "mla": "\"New York Branded Residences: An AI Source Beyond the Organic Top Five.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/branded-residences/new-york/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 3 October 2026), New York Branded Residences: An AI Source Beyond the Organic Top Five. https://theobservatory.io/markets/branded-residences/new-york/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fnew-york%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fnew-york%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fnew-york%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fnew-york%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/branded-residences/new-york/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/branded-residences/new-york/how-to-read-ai-search",
      "title": "New York Branded Residences: Does the Hotel Name Identify the Developer?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Does a hotel name identify a New York residence’s developer in AI answers and search? Fifth Avenue and 30 Park Place show why brand, developer and source differ.",
      "scope": {
        "market": "Branded Residences New York",
        "vertical": "branded-residences",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:82d04593691ed89312262973400ff94500aff3a2",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). New York Branded Residences: Does the Hotel Name Identify the Developer?. https://theobservatory.io/markets/branded-residences/new-york/how-to-read-ai-search",
        "mla": "\"New York Branded Residences: Does the Hotel Name Identify the Developer?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/branded-residences/new-york/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), New York Branded Residences: Does the Hotel Name Identify the Developer?. https://theobservatory.io/markets/branded-residences/new-york/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fnew-york%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fnew-york%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fnew-york%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fnew-york%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/new-york-miami/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-hospitality/new-york-miami/how-to-read-ai-search",
      "title": "New York or Miami? Which Hotel Does the Search Result Describe?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "New York / Miami is one luxury-hotel record in AI and Google search: separate NYC questions, Surfside’s The Surf Club and hotel-rating queries before reading.",
      "scope": {
        "market": "Luxury Hospitality US Urban-Resort (NY/Miami)",
        "vertical": "luxury-hospitality",
        "location": "new-york-miami",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:285776f60627d97d1a0d8ae7a79d2496a9adcbc9",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). New York or Miami? Which Hotel Does the Search Result Describe?. https://theobservatory.io/markets/luxury-hospitality/new-york-miami/how-to-read-ai-search",
        "mla": "\"New York or Miami? Which Hotel Does the Search Result Describe?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-hospitality/new-york-miami/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), New York or Miami? Which Hotel Does the Search Result Describe?. https://theobservatory.io/markets/luxury-hospitality/new-york-miami/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fnew-york-miami%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fnew-york-miami%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fnew-york-miami%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fnew-york-miami%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/miami-palm-beach/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/miami-palm-beach/how-to-read-ai-search",
      "title": "Palm Beach Property Results: Town, County or Wider Market?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Palm Beach County, a brokerage publication and a Miami-named search share one South Florida record: read town, county and market scope in AI and Google results.",
      "scope": {
        "market": "Luxury Real Estate Advisory South Florida",
        "vertical": "luxury-real-estate",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:7073bbcf507147a3390aa06a08067dd28b859815",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Palm Beach Property Results: Town, County or Wider Market?. https://theobservatory.io/markets/luxury-real-estate/miami-palm-beach/how-to-read-ai-search",
        "mla": "\"Palm Beach Property Results: Town, County or Wider Market?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/miami-palm-beach/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Palm Beach Property Results: Town, County or Wider Market?. https://theobservatory.io/markets/luxury-real-estate/miami-palm-beach/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/phuket-koh-samui/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/phuket-koh-samui/how-to-read-ai-search",
      "title": "Phuket Yacht Search: Charter Business, Marketplace or Discovery Source?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Phuket yacht result in AI and Google can be a charter company, a marketplace or a destination source; Phuket / Koh Samui is one record, not two coasts.",
      "scope": {
        "market": "Luxury Yachting Thailand",
        "vertical": "luxury-yacht-charter",
        "location": "phuket-koh-samui",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:349244f1c58b599afda420f9042fbe36b8c5d557",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Phuket Yacht Search: Charter Business, Marketplace or Discovery Source?. https://theobservatory.io/markets/luxury-yacht-charter/phuket-koh-samui/how-to-read-ai-search",
        "mla": "\"Phuket Yacht Search: Charter Business, Marketplace or Discovery Source?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-yacht-charter/phuket-koh-samui/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Phuket Yacht Search: Charter Business, Marketplace or Discovery Source?. https://theobservatory.io/markets/luxury-yacht-charter/phuket-koh-samui/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fphuket-koh-samui%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fphuket-koh-samui%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fphuket-koh-samui%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fphuket-koh-samui%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/saint-tropez-cannes-cap-d-antibes/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/saint-tropez-cannes-cap-d-antibes/how-to-read-ai-search",
      "title": "Riviera Villa Search Mixes Holiday Stays, Event Venues and Property Listings",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Saint-Tropez, Cannes and Cap d’Antibes villa results in AI and Google mix holiday stays, event venues like Native Spaces and property listings: different offers.",
      "scope": {
        "market": "UHNW Villa Rental French Riviera",
        "vertical": "luxury-villa-rental",
        "location": "saint-tropez-cannes-cap-d-antibes",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:517b1c7732624376cb2cbae32df89af2cb1162e6",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Riviera Villa Search Mixes Holiday Stays, Event Venues and Property Listings. https://theobservatory.io/markets/luxury-villa-rental/saint-tropez-cannes-cap-d-antibes/how-to-read-ai-search",
        "mla": "\"Riviera Villa Search Mixes Holiday Stays, Event Venues and Property Listings.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-villa-rental/saint-tropez-cannes-cap-d-antibes/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Riviera Villa Search Mixes Holiday Stays, Event Venues and Property Listings. https://theobservatory.io/markets/luxury-villa-rental/saint-tropez-cannes-cap-d-antibes/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fsaint-tropez-cannes-cap-d-antibes%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fsaint-tropez-cannes-cap-d-antibes%2Fhow-to-read-ai-search&format=bib",
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        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fsaint-tropez-cannes-cap-d-antibes%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/branded-residences/riyadh-jeddah-neom/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/branded-residences/riyadh-jeddah-neom/how-to-read-ai-search",
      "title": "Riyadh, Jeddah and NEOM: What a Branded-Residence Result Represents",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Riyadh, Jeddah and NEOM share one Saudi record in AI and Google search: read pooled results, NEOM’s regional identity and a licensed Jeddah project apart.",
      "scope": {
        "market": "Branded Residences Saudi Arabia",
        "vertical": "branded-residences",
        "location": "riyadh-jeddah-neom",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:2a145a0fb3a5ce22e51fc5be43dd712813fde264",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Riyadh, Jeddah and NEOM: What a Branded-Residence Result Represents. https://theobservatory.io/markets/branded-residences/riyadh-jeddah-neom/how-to-read-ai-search",
        "mla": "\"Riyadh, Jeddah and NEOM: What a Branded-Residence Result Represents.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/branded-residences/riyadh-jeddah-neom/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Riyadh, Jeddah and NEOM: What a Branded-Residence Result Represents. https://theobservatory.io/markets/branded-residences/riyadh-jeddah-neom/how-to-read-ai-search"
      },
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Friyadh-jeddah-neom%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Friyadh-jeddah-neom%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-fashion/los-angeles/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-fashion/los-angeles/how-to-read-ai-search",
      "title": "Rodeo Drive in AI Search: A Shopping District Is More Than a Store List",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The Rodeo Drive Committee, a similarly named shopping directory and Beverly Hills tourism appear together in Los Angeles fashion discovery. Identifying their roles changes what that visibility means for a boutique.",
      "scope": {
        "market": "Luxury Fashion Los Angeles",
        "vertical": "luxury-fashion",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:85f61ea69dab3fd0f1db8b3f8155eeb422c6aa51",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Rodeo Drive in AI Search: A Shopping District Is More Than a Store List. https://theobservatory.io/markets/luxury-fashion/los-angeles/how-to-read-ai-search",
        "mla": "\"Rodeo Drive in AI Search: A Shopping District Is More Than a Store List.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-fashion/los-angeles/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Rodeo Drive in AI Search: A Shopping District Is More Than a Store List. https://theobservatory.io/markets/luxury-fashion/los-angeles/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flos-angeles%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flos-angeles%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flos-angeles%2Fhow-to-read-ai-search&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": "pc:/markets/branded-residences/riyadh-jeddah-neom/ai-search-evidence",
      "url": "https://theobservatory.io/markets/branded-residences/riyadh-jeddah-neom/ai-search-evidence",
      "title": "Saudi Branded-Residence Search: Four Recurring Sources and a Developer Exception",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Four domains recur across every retained AI Overview Opening selection, while Diriyah Company supplies a direct-development exception. The Riyadh–Jeddah ROI query then adds a separate query-level pattern whose source role remains unresolved.",
      "scope": {
        "market": "Branded Residences Saudi Arabia",
        "vertical": "branded-residences",
        "location": "riyadh-jeddah-neom",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:49efb5c3303341d1fe45632a9fe2cc67420d21c8",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Saudi Branded-Residence Search: Four Recurring Sources and a Developer Exception. https://theobservatory.io/markets/branded-residences/riyadh-jeddah-neom/ai-search-evidence",
        "mla": "\"Saudi Branded-Residence Search: Four Recurring Sources and a Developer Exception.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/branded-residences/riyadh-jeddah-neom/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 3 October 2026), Saudi Branded-Residence Search: Four Recurring Sources and a Developer Exception. https://theobservatory.io/markets/branded-residences/riyadh-jeddah-neom/ai-search-evidence"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Friyadh-jeddah-neom%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Friyadh-jeddah-neom%2Fai-search-evidence&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": "pc:/markets/private-aviation/singapore/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-aviation/singapore/how-to-read-ai-search",
      "title": "Seletar Airport or Charter Company? Singapore's Private-Jet Results",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Singapore’s Google AI Overview openings list Seletar Airport and Seletar Jet separately: airport facilities, a charter business and ground services differ.",
      "scope": {
        "market": "Private Aviation Singapore",
        "vertical": "private-aviation",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:ba3c51ae5b8578f99920e7e61f915a4f44a7a986",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Seletar Airport or Charter Company? Singapore's Private-Jet Results. https://theobservatory.io/markets/private-aviation/singapore/how-to-read-ai-search",
        "mla": "\"Seletar Airport or Charter Company? Singapore's Private-Jet Results.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-aviation/singapore/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Seletar Airport or Charter Company? Singapore's Private-Jet Results. https://theobservatory.io/markets/private-aviation/singapore/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fsingapore%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fsingapore%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-fashion/seoul/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-fashion/seoul/how-to-read-ai-search",
      "title": "Seoul Luxury Fashion: When the Search Result Is a Guide, Not a Brand",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In Seoul luxury fashion AI and search results, Cheongdam-dong, KoreaToDo, VisitKorea and VisitSeoul are places and guides; menswear and research sources differ.",
      "scope": {
        "market": "Luxury Fashion Seoul",
        "vertical": "luxury-fashion",
        "location": "seoul",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:9e306c05d76271b040edc421b4c12d3c480a3d42",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Seoul Luxury Fashion: When the Search Result Is a Guide, Not a Brand. https://theobservatory.io/markets/luxury-fashion/seoul/how-to-read-ai-search",
        "mla": "\"Seoul Luxury Fashion: When the Search Result Is a Guide, Not a Brand.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-fashion/seoul/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Seoul Luxury Fashion: When the Search Result Is a Guide, Not a Brand. https://theobservatory.io/markets/luxury-fashion/seoul/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fseoul%2Fhow-to-read-ai-search&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": "pc:/markets/uhnw-concierge/singapore/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/uhnw-concierge/singapore/how-to-read-ai-search",
      "title": "Singapore Concierge Search: Similar Names, Unresolved Operators",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Three similar Singapore concierge addresses appear in AI and search records, yet the evidence shows neither one operator nor three: resolve identity before counting.",
      "scope": {
        "market": "Singapore — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:293d1739ae15764eb0fba421bc895846fa330ee1",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Singapore Concierge Search: Similar Names, Unresolved Operators. https://theobservatory.io/markets/uhnw-concierge/singapore/how-to-read-ai-search",
        "mla": "\"Singapore Concierge Search: Similar Names, Unresolved Operators.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/uhnw-concierge/singapore/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Singapore Concierge Search: Similar Names, Unresolved Operators. https://theobservatory.io/markets/uhnw-concierge/singapore/how-to-read-ai-search"
      },
      "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": "pc:/markets/luxury-fashion/singapore/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-fashion/singapore/how-to-read-ai-search",
      "title": "Singapore Fashion Search: Is the Result a Brand, a Mall or a District?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A fashion house in Marina Bay Sands does not inherit The Shoppes’ AI or search visibility; Orchard Road and ION Orchard add a Singapore district-level distinction.",
      "scope": {
        "market": "Luxury Fashion Singapore",
        "vertical": "luxury-fashion",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:4123e8e7f30c05781b934cd3b788697dfb94a982",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Singapore Fashion Search: Is the Result a Brand, a Mall or a District?. https://theobservatory.io/markets/luxury-fashion/singapore/how-to-read-ai-search",
        "mla": "\"Singapore Fashion Search: Is the Result a Brand, a Mall or a District?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-fashion/singapore/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Singapore Fashion Search: Is the Result a Brand, a Mall or a District?. https://theobservatory.io/markets/luxury-fashion/singapore/how-to-read-ai-search"
      },
      "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": "pc:/markets/luxury-hospitality/singapore/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-hospitality/singapore/how-to-read-ai-search",
      "title": "Singapore Hotel Search: A Group Name Is Not a Property",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In Singapore’s Google AI Overview openings, Four Seasons Hotel Singapore names a property and panpacific.com a group. Only one says where a guest would stay.",
      "scope": {
        "market": "Luxury Hospitality Singapore",
        "vertical": "luxury-hospitality",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:311c0b58ab55d327c98dab57de5994b501bc615d",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Singapore Hotel Search: A Group Name Is Not a Property. https://theobservatory.io/markets/luxury-hospitality/singapore/how-to-read-ai-search",
        "mla": "\"Singapore Hotel Search: A Group Name Is Not a Property.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-hospitality/singapore/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Singapore Hotel Search: A Group Name Is Not a Property. https://theobservatory.io/markets/luxury-hospitality/singapore/how-to-read-ai-search"
      },
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fsingapore%2Fhow-to-read-ai-search&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": "pc:/markets/branded-residences/miami-palm-beach/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/branded-residences/miami-palm-beach/how-to-read-ai-search",
      "title": "South Florida Branded Residences: Is the Search Result About the Project?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A hotel brand in South Florida AI and search results may leave the residence unresolved, beside publishers, advisers and sources from other jurisdictions.",
      "scope": {
        "market": "Branded Residences South Florida",
        "vertical": "branded-residences",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:c64028f252b70c7ebb84c6c7f01e4a6c7a9ac7fb",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). South Florida Branded Residences: Is the Search Result About the Project?. https://theobservatory.io/markets/branded-residences/miami-palm-beach/how-to-read-ai-search",
        "mla": "\"South Florida Branded Residences: Is the Search Result About the Project?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/branded-residences/miami-palm-beach/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), South Florida Branded Residences: Is the Search Result About the Project?. https://theobservatory.io/markets/branded-residences/miami-palm-beach/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmiami-palm-beach%2Fhow-to-read-ai-search&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": "pc:/markets/uhnw-concierge/miami-palm-beach-fort-lauderdale/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/uhnw-concierge/miami-palm-beach-fort-lauderdale/how-to-read-ai-search",
      "title": "South Florida Concierge Search Brings Household Support, Property and Jobs Together",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "One South Florida concierge query in AI and Google search returns Golden Steward’s household support, MILLION’s property business and Vaia’s jobs host.",
      "scope": {
        "market": "South Florida — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "miami-palm-beach-fort-lauderdale",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:cc06423fef05bdabd59bf22fc7b1625a75530b7f",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). South Florida Concierge Search Brings Household Support, Property and Jobs Together. https://theobservatory.io/markets/uhnw-concierge/miami-palm-beach-fort-lauderdale/how-to-read-ai-search",
        "mla": "\"South Florida Concierge Search Brings Household Support, Property and Jobs Together.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/uhnw-concierge/miami-palm-beach-fort-lauderdale/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), South Florida Concierge Search Brings Household Support, Property and Jobs Together. https://theobservatory.io/markets/uhnw-concierge/miami-palm-beach-fort-lauderdale/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmiami-palm-beach-fort-lauderdale%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmiami-palm-beach-fort-lauderdale%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmiami-palm-beach-fort-lauderdale%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmiami-palm-beach-fort-lauderdale%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/saint-barthelemy/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/saint-barthelemy/ai-search-evidence",
      "title": "St Barts Yacht Search: IYC in AI Answers, YachtCharterFleet in Organic Results",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A charter-management broker repeatedly occupies the first AI row while a charter guide is first in organic search. The preserved exceptions keep that distinction from becoming a permanent rule.",
      "scope": {
        "market": "Luxury Yacht Charter St. Barthélemy",
        "vertical": "luxury-yacht-charter",
        "location": "saint-barthelemy",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:396f8384d6a1d85d0d12bc04c136b693702bcadc",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). St Barts Yacht Search: IYC in AI Answers, YachtCharterFleet in Organic Results. https://theobservatory.io/markets/luxury-yacht-charter/saint-barthelemy/ai-search-evidence",
        "mla": "\"St Barts Yacht Search: IYC in AI Answers, YachtCharterFleet in Organic Results.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-yacht-charter/saint-barthelemy/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 3 October 2026), St Barts Yacht Search: IYC in AI Answers, YachtCharterFleet in Organic Results. https://theobservatory.io/markets/luxury-yacht-charter/saint-barthelemy/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fsaint-barthelemy%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fsaint-barthelemy%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fsaint-barthelemy%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fsaint-barthelemy%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/saint-barthelemy/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/saint-barthelemy/how-to-read-ai-search",
      "title": "St Barts Yacht Searches: Charter Services and Villa Specialists",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In St Barts Google AI Overview openings, WIMCO refers clients to a broker and St Barts Blue offers charter and rental; neither implies owning or operating yachts.",
      "scope": {
        "market": "Luxury Yacht Charter St. Barthélemy",
        "vertical": "luxury-yacht-charter",
        "location": "saint-barthelemy",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:803e1407d95945b42d133f321b31bed610a03c68",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). St Barts Yacht Searches: Charter Services and Villa Specialists. https://theobservatory.io/markets/luxury-yacht-charter/saint-barthelemy/how-to-read-ai-search",
        "mla": "\"St Barts Yacht Searches: Charter Services and Villa Specialists.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-yacht-charter/saint-barthelemy/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), St Barts Yacht Searches: Charter Services and Villa Specialists. https://theobservatory.io/markets/luxury-yacht-charter/saint-barthelemy/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fsaint-barthelemy%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fsaint-barthelemy%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fsaint-barthelemy%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fsaint-barthelemy%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/singapore/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-fashion/singapore/ai-search-evidence",
      "title": "The Shoppes and ION Orchard in Singapore Fashion Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A recurring Marina Bay Sands domain, an Orchard Road shopping question and a resale specialist show why Singapore fashion discovery reaches beyond a list of houses.",
      "scope": {
        "market": "Luxury Fashion Singapore",
        "vertical": "luxury-fashion",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:ff47060668707eed6dfe3df548a930cc57d569f2",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). The Shoppes and ION Orchard in Singapore Fashion Search. https://theobservatory.io/markets/luxury-fashion/singapore/ai-search-evidence",
        "mla": "\"The Shoppes and ION Orchard in Singapore Fashion Search.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-fashion/singapore/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 3 October 2026), The Shoppes and ION Orchard in Singapore Fashion Search. https://theobservatory.io/markets/luxury-fashion/singapore/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fsingapore%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fsingapore%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fsingapore%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fsingapore%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/paris/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/paris/how-to-read-ai-search",
      "title": "The Two Belles Demeures Identities in Paris Property Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Distinguish the Belles Demeures portal from Belles Demeures de France in Paris AI and property search, before attributing visibility to an agency.",
      "scope": {
        "market": "Luxury Real Estate Advisory Paris",
        "vertical": "luxury-real-estate",
        "location": "paris",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:b3f09d475118b5ea8fec77e10033597861235ab2",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). The Two Belles Demeures Identities in Paris Property Search. https://theobservatory.io/markets/luxury-real-estate/paris/how-to-read-ai-search",
        "mla": "\"The Two Belles Demeures Identities in Paris Property Search.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/paris/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), The Two Belles Demeures Identities in Paris Property Search. https://theobservatory.io/markets/luxury-real-estate/paris/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fparis%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fparis%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fparis%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fparis%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/tokyo/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/tokyo/how-to-read-ai-search",
      "title": "Tokyo Clinic Results: Which Branch and Which Practitioner?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Tokyo clinic in a Google AI Overview or search result may not identify its branch or practitioner. BIANCA, Jiyugaoka and qualification sources show why.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:68721dbb9bf5ea9b4bf8956c15d9e8d657218281",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Tokyo Clinic Results: Which Branch and Which Practitioner?. https://theobservatory.io/markets/aesthetic-clinics/tokyo/how-to-read-ai-search",
        "mla": "\"Tokyo Clinic Results: Which Branch and Which Practitioner?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/aesthetic-clinics/tokyo/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Tokyo Clinic Results: Which Branch and Which Practitioner?. https://theobservatory.io/markets/aesthetic-clinics/tokyo/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Ftokyo%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Ftokyo%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Ftokyo%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Ftokyo%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/london/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-fashion/london/how-to-read-ai-search",
      "title": "What Do Bond Street and Visit London Mean in Fashion Search?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Visit London, Luxury London, Bond Street and London Fashion Week are guide, publisher, district and institution in London boutique search and AI results.",
      "scope": {
        "market": "Luxury Fashion London",
        "vertical": "luxury-fashion",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:237b9c253010ca03267189c8b42b46e00ebe1a0b",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). What Do Bond Street and Visit London Mean in Fashion Search?. https://theobservatory.io/markets/luxury-fashion/london/how-to-read-ai-search",
        "mla": "\"What Do Bond Street and Visit London Mean in Fashion Search?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-fashion/london/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), What Do Bond Street and Visit London Mean in Fashion Search?. https://theobservatory.io/markets/luxury-fashion/london/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flondon%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flondon%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flondon%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flondon%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/ibiza/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/ibiza/how-to-read-ai-search",
      "title": "What Does “Best” Mean in an Ibiza Property Search?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "“Best” can be a business in Ibiza property search: BEST appears for an agent query; finca and villa-sale results in AI search add intermediaries and legal advisers.",
      "scope": {
        "market": "Luxury Real Estate Advisory Ibiza",
        "vertical": "luxury-real-estate",
        "location": "ibiza",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:a754bab13ce80b71c90c8c1f84328180286733f9",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). What Does “Best” Mean in an Ibiza Property Search?. https://theobservatory.io/markets/luxury-real-estate/ibiza/how-to-read-ai-search",
        "mla": "\"What Does “Best” Mean in an Ibiza Property Search?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/ibiza/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), What Does “Best” Mean in an Ibiza Property Search?. https://theobservatory.io/markets/luxury-real-estate/ibiza/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fibiza%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fibiza%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fibiza%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fibiza%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/french-riviera/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-hospitality/french-riviera/how-to-read-ai-search",
      "title": "What Does “Palace” Mean in a French Riviera Hotel Search?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A “palace” search in Google and AI does not establish a French Riviera hotel’s official Palace distinction; Monaco sits outside France’s classification.",
      "scope": {
        "market": "Luxury Hospitality French Riviera",
        "vertical": "luxury-hospitality",
        "location": "french-riviera",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:f3897a98935eb0ff5b8e2adb027de17f6f9d8fb4",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). What Does “Palace” Mean in a French Riviera Hotel Search?. https://theobservatory.io/markets/luxury-hospitality/french-riviera/how-to-read-ai-search",
        "mla": "\"What Does “Palace” Mean in a French Riviera Hotel Search?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-hospitality/french-riviera/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), What Does “Palace” Mean in a French Riviera Hotel Search?. https://theobservatory.io/markets/luxury-hospitality/french-riviera/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Ffrench-riviera%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Ffrench-riviera%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Ffrench-riviera%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Ffrench-riviera%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/bangkok-phuket/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/bangkok-phuket/how-to-read-ai-search",
      "title": "What Does a Bangkok / Phuket Property Search Actually Find?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Bangkok / Phuket luxury real estate in AI and Google search: Phuket listings, Thai title-information sources and Conrad brands answer different buyer questions.",
      "scope": {
        "market": "Luxury Real Estate Advisory Thailand",
        "vertical": "luxury-real-estate",
        "location": "bangkok-phuket",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:e55c91a76062420affd52ccf0190d808cd0e36bf",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). What Does a Bangkok / Phuket Property Search Actually Find?. https://theobservatory.io/markets/luxury-real-estate/bangkok-phuket/how-to-read-ai-search",
        "mla": "\"What Does a Bangkok / Phuket Property Search Actually Find?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/bangkok-phuket/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), What Does a Bangkok / Phuket Property Search Actually Find?. https://theobservatory.io/markets/luxury-real-estate/bangkok-phuket/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fbangkok-phuket%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fbangkok-phuket%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fbangkok-phuket%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-villa-rental/cancun-riviera-maya/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/cancun-riviera-maya/how-to-read-ai-search",
      "title": "What Does a Cancun Villa Search Result Actually Represent?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Cancun villa results in Google AI Overviews can put Villa Sha beside rental representatives and resort residences: identify property, service and place.",
      "scope": {
        "market": "UHNW Villa Rental Cancun / Riviera Maya",
        "vertical": "luxury-villa-rental",
        "location": "cancun-riviera-maya",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:427d4e24b08a6c950021c4721eac222c8804c5b8",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). What Does a Cancun Villa Search Result Actually Represent?. https://theobservatory.io/markets/luxury-villa-rental/cancun-riviera-maya/how-to-read-ai-search",
        "mla": "\"What Does a Cancun Villa Search Result Actually Represent?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-villa-rental/cancun-riviera-maya/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), What Does a Cancun Villa Search Result Actually Represent?. https://theobservatory.io/markets/luxury-villa-rental/cancun-riviera-maya/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fcancun-riviera-maya%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fcancun-riviera-maya%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fcancun-riviera-maya%2Fhow-to-read-ai-search&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": "pc:/markets/branded-residences/marbella-mallorca-madrid/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/branded-residences/marbella-mallorca-madrid/how-to-read-ai-search",
      "title": "What Does a Marbella Branded-Residence Search Actually Find?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Marbella question, an Estepona project, a pooled Madrid and Mallorca record: how to read Spain’s branded-residence results in AI search without merging places.",
      "scope": {
        "market": "Branded Residences Spain",
        "vertical": "branded-residences",
        "location": "marbella-mallorca-madrid",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:f0b00a6e4357d4e721cea8dd6fb28e45036ef563",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). What Does a Marbella Branded-Residence Search Actually Find?. https://theobservatory.io/markets/branded-residences/marbella-mallorca-madrid/how-to-read-ai-search",
        "mla": "\"What Does a Marbella Branded-Residence Search Actually Find?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/branded-residences/marbella-mallorca-madrid/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), What Does a Marbella Branded-Residence Search Actually Find?. https://theobservatory.io/markets/branded-residences/marbella-mallorca-madrid/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmarbella-mallorca-madrid%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmarbella-mallorca-madrid%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmarbella-mallorca-madrid%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmarbella-mallorca-madrid%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/new-york/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/new-york/how-to-read-ai-search",
      "title": "What Does a New York Aesthetic Doctor Credentials Search Verify?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "New York aesthetic-doctor credential searches in Google and AI: Derma Institute and Indeed recur, but only official records address licence and registration.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:1c4b08bb4b3bccb51c9435523153eee802501c4e",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). What Does a New York Aesthetic Doctor Credentials Search Verify?. https://theobservatory.io/markets/aesthetic-clinics/new-york/how-to-read-ai-search",
        "mla": "\"What Does a New York Aesthetic Doctor Credentials Search Verify?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/aesthetic-clinics/new-york/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), What Does a New York Aesthetic Doctor Credentials Search Verify?. https://theobservatory.io/markets/aesthetic-clinics/new-york/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fnew-york%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fnew-york%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fnew-york%2Fhow-to-read-ai-search&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": "pc:/markets/uhnw-concierge/brands-in-ai-search",
      "url": "https://theobservatory.io/markets/uhnw-concierge/brands-in-ai-search",
      "title": "What Kind of Concierge Does AI Mean?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Travel, household support, membership and corporate loyalty appear under the concierge label. Identify the service relationship behind an AI mention.",
      "scope": {
        "market": null,
        "vertical": "uhnw-concierge",
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:2da92faa48a0b1071c30aa65b474feb39fa1ad45",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). What Kind of Concierge Does AI Mean?. https://theobservatory.io/markets/uhnw-concierge/brands-in-ai-search",
        "mla": "\"What Kind of Concierge Does AI Mean?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/uhnw-concierge/brands-in-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), What Kind of Concierge Does AI Mean?. https://theobservatory.io/markets/uhnw-concierge/brands-in-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fbrands-in-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fbrands-in-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fbrands-in-ai-search&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": "pc:/markets/uhnw-concierge/st-barthelemy/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/uhnw-concierge/st-barthelemy/how-to-read-ai-search",
      "title": "What Service Comes with a St Barth Concierge Name?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "St Barth concierge results in AI and Google search mix Nightfall, hotel-linked service, villa booking and WIMCO; a visible name does not specify the arrangement.",
      "scope": {
        "market": "St Barthélemy — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "st-barthelemy",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:663f4d0584e0e1e9fd0474911d6164950cc8114f",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). What Service Comes with a St Barth Concierge Name?. https://theobservatory.io/markets/uhnw-concierge/st-barthelemy/how-to-read-ai-search",
        "mla": "\"What Service Comes with a St Barth Concierge Name?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/uhnw-concierge/st-barthelemy/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), What Service Comes with a St Barth Concierge Name?. https://theobservatory.io/markets/uhnw-concierge/st-barthelemy/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fst-barthelemy%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fst-barthelemy%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fst-barthelemy%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-hospitality/st-barthelemy/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-hospitality/st-barthelemy/how-to-read-ai-search",
      "title": "When a St Barth Hotel Search Returns a Villa Business",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A St Barth hotel search in Google and AI can return a villa business, and one hotel can carry two labels: read Premier Properties and Le Barthélemy apart.",
      "scope": {
        "market": "Luxury Hospitality St Barth",
        "vertical": "luxury-hospitality",
        "location": "st-barthelemy",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:75cbef745808591b6948d047a642a338984259cb",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). When a St Barth Hotel Search Returns a Villa Business. https://theobservatory.io/markets/luxury-hospitality/st-barthelemy/how-to-read-ai-search",
        "mla": "\"When a St Barth Hotel Search Returns a Villa Business.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-hospitality/st-barthelemy/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), When a St Barth Hotel Search Returns a Villa Business. https://theobservatory.io/markets/luxury-hospitality/st-barthelemy/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fst-barthelemy%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fst-barthelemy%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fst-barthelemy%2Fhow-to-read-ai-search&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": "pc:/markets/premium-education/dubai-abu-dhabi/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/premium-education/dubai-abu-dhabi/how-to-read-ai-search",
      "title": "Which Campus Does an AI Answer Mean in Dubai and Abu Dhabi?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Distinguish london.edu, local campuses and school groups in Dubai education search, with KHDA and ADEK kept in their respective jurisdictions.",
      "scope": {
        "market": "Premium Education UAE",
        "vertical": "premium-education",
        "location": "dubai-abu-dhabi",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:bea15aff97d680ad35793e301fa573ff0082a36c",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Which Campus Does an AI Answer Mean in Dubai and Abu Dhabi?. https://theobservatory.io/markets/premium-education/dubai-abu-dhabi/how-to-read-ai-search",
        "mla": "\"Which Campus Does an AI Answer Mean in Dubai and Abu Dhabi?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/premium-education/dubai-abu-dhabi/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Which Campus Does an AI Answer Mean in Dubai and Abu Dhabi?. https://theobservatory.io/markets/premium-education/dubai-abu-dhabi/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fdubai-abu-dhabi%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fdubai-abu-dhabi%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fdubai-abu-dhabi%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fdubai-abu-dhabi%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/brands-in-ai-search",
      "url": "https://theobservatory.io/markets/premium-education/brands-in-ai-search",
      "title": "Which schools and education services appear in AI search?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Which institutions, campuses, curricula and education services do AI answers describe? Compare source roles across seven observed destinations.",
      "scope": {
        "market": null,
        "vertical": "premium-education",
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:8c39dd586cfb77fdebdca0f7b6298799def697f0",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Which schools and education services appear in AI search?. https://theobservatory.io/markets/premium-education/brands-in-ai-search",
        "mla": "\"Which schools and education services appear in AI search?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/premium-education/brands-in-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Which schools and education services appear in AI search?. https://theobservatory.io/markets/premium-education/brands-in-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fbrands-in-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fbrands-in-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fbrands-in-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fbrands-in-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/singapore/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/singapore/how-to-read-ai-search",
      "title": "Why Do CEA and SLA Appear in Singapore Luxury Property Search?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "CEA appears in Singapore’s Google AI Overview openings and SLA in organic results; like PropertyGuru or agency teams, neither is a registration or approval check.",
      "scope": {
        "market": "Luxury Real Estate Advisory Singapore",
        "vertical": "luxury-real-estate",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:d8d2880652ce1570a850c44aa00556a7eac98b86",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Why Do CEA and SLA Appear in Singapore Luxury Property Search?. https://theobservatory.io/markets/luxury-real-estate/singapore/how-to-read-ai-search",
        "mla": "\"Why Do CEA and SLA Appear in Singapore Luxury Property Search?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/singapore/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Why Do CEA and SLA Appear in Singapore Luxury Property Search?. https://theobservatory.io/markets/luxury-real-estate/singapore/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fsingapore%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fsingapore%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fsingapore%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fsingapore%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/luxembourg/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-banking/luxembourg/how-to-read-ai-search",
      "title": "Why Do CSSF and Publishers Appear Beside Luxembourg Private Banks?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Luxembourg private-banking results in Google and AI search include CSSF, ABBL, Luxembourg for Finance and BIL’s myLIFE: institutional and publishing roles.",
      "scope": {
        "market": "Private Banking Luxembourg",
        "vertical": "private-banking",
        "location": "luxembourg",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:a629dc188e331588dffb6ec0b5ae0e0bc237dc98",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Why Do CSSF and Publishers Appear Beside Luxembourg Private Banks?. https://theobservatory.io/markets/private-banking/luxembourg/how-to-read-ai-search",
        "mla": "\"Why Do CSSF and Publishers Appear Beside Luxembourg Private Banks?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-banking/luxembourg/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Why Do CSSF and Publishers Appear Beside Luxembourg Private Banks?. https://theobservatory.io/markets/private-banking/luxembourg/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fluxembourg%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fluxembourg%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fluxembourg%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fluxembourg%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/london/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/uhnw-concierge/london/how-to-read-ai-search",
      "title": "Why Do Lawyers and Recruiters Appear in London Concierge Search?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Taylor Wessing, household recruiters and Barclays share London’s concierge relocation search and AI results: identify the legal, staffing or banking role.",
      "scope": {
        "market": "London — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:dc1d79a0830b0124e9d8e9fcaceb4c141ed46240",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Why Do Lawyers and Recruiters Appear in London Concierge Search?. https://theobservatory.io/markets/uhnw-concierge/london/how-to-read-ai-search",
        "mla": "\"Why Do Lawyers and Recruiters Appear in London Concierge Search?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/uhnw-concierge/london/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Why Do Lawyers and Recruiters Appear in London Concierge Search?. https://theobservatory.io/markets/uhnw-concierge/london/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flondon%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flondon%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flondon%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flondon%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/dubai/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/uhnw-concierge/dubai/how-to-read-ai-search",
      "title": "Why Does a Dubai Concierge Search Return a Recruiter?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Google’s Dubai family-office concierge results put AP Executive, a recruiter, beside Sincura and Dakota: separate recruitment, service and information in AI search.",
      "scope": {
        "market": "Dubai / UAE — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:0f384079b52d581ea00c6a8f244eef85e14538c0",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Why Does a Dubai Concierge Search Return a Recruiter?. https://theobservatory.io/markets/uhnw-concierge/dubai/how-to-read-ai-search",
        "mla": "\"Why Does a Dubai Concierge Search Return a Recruiter?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/uhnw-concierge/dubai/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Why Does a Dubai Concierge Search Return a Recruiter?. https://theobservatory.io/markets/uhnw-concierge/dubai/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fdubai%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fdubai%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fdubai%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fdubai%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/miami-palm-beach/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-aviation/miami-palm-beach/how-to-read-ai-search",
      "title": "Why Does Fort Lauderdale Airport Appear in Miami / Palm Beach Jet Searches?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Why Fort Lauderdale’s FXE airport appears in Miami / Palm Beach jet-charter results in AI and Google: infrastructure and charter businesses are not interchangeable.",
      "scope": {
        "market": "Private Aviation South Florida",
        "vertical": "private-aviation",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:28a21054bd9dc453fe92e06e5053de41d68310d1",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Why Does Fort Lauderdale Airport Appear in Miami / Palm Beach Jet Searches?. https://theobservatory.io/markets/private-aviation/miami-palm-beach/how-to-read-ai-search",
        "mla": "\"Why Does Fort Lauderdale Airport Appear in Miami / Palm Beach Jet Searches?.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-aviation/miami-palm-beach/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 3 October 2026), Why Does Fort Lauderdale Airport Appear in Miami / Palm Beach Jet Searches?. https://theobservatory.io/markets/private-aviation/miami-palm-beach/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmiami-palm-beach%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/london/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-aviation/london/ai-search-evidence",
      "title": "YouTube Heads London’s Private-Aviation Citation Record",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "YouTube’s 12-table citation record, different aviation names across Google surfaces and the exception in a UK operator-certificate search.",
      "scope": {
        "market": "Private Aviation London",
        "vertical": "private-aviation",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:c4c26da1aa857a0de23002c55c88d4ac4d7b9bc5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). YouTube Heads London’s Private-Aviation Citation Record. https://theobservatory.io/markets/private-aviation/london/ai-search-evidence",
        "mla": "\"YouTube Heads London’s Private-Aviation Citation Record.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/private-aviation/london/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 3 October 2026), YouTube Heads London’s Private-Aviation Citation Record. https://theobservatory.io/markets/private-aviation/london/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flondon%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flondon%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flondon%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flondon%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/los-angeles/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/los-angeles/ai-search-evidence",
      "title": "Zillow in Organic Search, YouTube in AI Citations: Los Angeles Luxury Property",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A property portal occupies the first organic row throughout the published record, while a video host is first in every citation table. Opening-table and Bel Air query exceptions qualify that recurring split.",
      "scope": {
        "market": "Luxury Real Estate Advisory Los Angeles",
        "vertical": "luxury-real-estate",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-03"
      },
      "revision": "manuscript-blob:7b787d1d51f94147d23e3f5384f5d6366371de66",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 3). Zillow in Organic Search, YouTube in AI Citations: Los Angeles Luxury Property. https://theobservatory.io/markets/luxury-real-estate/los-angeles/ai-search-evidence",
        "mla": "\"Zillow in Organic Search, YouTube in AI Citations: Los Angeles Luxury Property.\" The Observatory, 3 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/los-angeles/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 3 October 2026), Zillow in Organic Search, YouTube in AI Citations: Los Angeles Luxury Property. https://theobservatory.io/markets/luxury-real-estate/los-angeles/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flos-angeles%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flos-angeles%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flos-angeles%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flos-angeles%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/seoul/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/seoul/how-to-read-ai-search",
      "title": "A Clinic, a Branch or an Agency? The Names in Seoul Aesthetic Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In Seoul aesthetic search and AI answers, a name can be a clinic, a branch or an agency. Lienjang, Seoul Cosmetic Surgery and Bookimed show the difference.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:601fa9bfbdf7c9d368bf3c9a9485ea0038d516c9",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). A Clinic, a Branch or an Agency? The Names in Seoul Aesthetic Search. https://theobservatory.io/markets/aesthetic-clinics/seoul/how-to-read-ai-search",
        "mla": "\"A Clinic, a Branch or an Agency? The Names in Seoul Aesthetic Search.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/aesthetic-clinics/seoul/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), A Clinic, a Branch or an Agency? The Names in Seoul Aesthetic Search. https://theobservatory.io/markets/aesthetic-clinics/seoul/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fseoul%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fseoul%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fseoul%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fseoul%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/singapore/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-banking/singapore/how-to-read-ai-search",
      "title": "Bank, Regulator or Directory? Singapore’s Private-Banking Search Results",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Singapore wealth-manager query returned MAS, the regulator, at median position 1 in Google: read MAS, WealthManagement.sg and bank labels apart in AI search.",
      "scope": {
        "market": "Private Banking Singapore",
        "vertical": "private-banking",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:57edd0cee8b2d1fe51de3e8533e23925560d4c80",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Bank, Regulator or Directory? Singapore’s Private-Banking Search Results. https://theobservatory.io/markets/private-banking/singapore/how-to-read-ai-search",
        "mla": "\"Bank, Regulator or Directory? Singapore’s Private-Banking Search Results.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/private-banking/singapore/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Bank, Regulator or Directory? Singapore’s Private-Banking Search Results. https://theobservatory.io/markets/private-banking/singapore/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fsingapore%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fsingapore%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fsingapore%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fsingapore%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/boston-new-york/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/premium-education/boston-new-york/how-to-read-ai-search",
      "title": "Boston and New York school searches cross city boundaries",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Boston and New York school results in AI and Google cross city lines: Winsor, Fessenden and New England boarding queries sit in one Northeast education record.",
      "scope": {
        "market": "Premium Education US Northeast",
        "vertical": "premium-education",
        "location": "boston-new-york",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:3e91ed7a5519ac30e581c4557d037d9c1579dcc8",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Boston and New York school searches cross city boundaries. https://theobservatory.io/markets/premium-education/boston-new-york/how-to-read-ai-search",
        "mla": "\"Boston and New York school searches cross city boundaries.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/premium-education/boston-new-york/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Boston and New York school searches cross city boundaries. https://theobservatory.io/markets/premium-education/boston-new-york/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fboston-new-york%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fboston-new-york%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fboston-new-york%2Fhow-to-read-ai-search&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": "pc:/markets/private-banking/dubai-difc/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-banking/dubai-difc/how-to-read-ai-search",
      "title": "Does a Dubai private-banking result establish a firm's status?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Dubai private-banking result in AI or Google search shows a source, not a firm’s permissions: separate DFSA’s register, DIFC company records, banks and publishers.",
      "scope": {
        "market": "Private Banking UAE",
        "vertical": "private-banking",
        "location": "dubai-difc",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:646aa8c46b6e0eb04c6d669c7d5cfa0b61066036",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Does a Dubai private-banking result establish a firm's status?. https://theobservatory.io/markets/private-banking/dubai-difc/how-to-read-ai-search",
        "mla": "\"Does a Dubai private-banking result establish a firm's status?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/private-banking/dubai-difc/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Does a Dubai private-banking result establish a firm's status?. https://theobservatory.io/markets/private-banking/dubai-difc/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fdubai-difc%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fdubai-difc%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fdubai-difc%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fdubai-difc%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/branded-residences/dubai/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/branded-residences/dubai/how-to-read-ai-search",
      "title": "Does a Hotel Name Identify a Dubai Branded Residence?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Dubai branded residences in AI search: a hotel brand or developer domain like Meraas does not identify each residence, from Bulgari Lighthouse to Four Seasons DIFC.",
      "scope": {
        "market": "Branded Residences UAE",
        "vertical": "branded-residences",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:2984bb4784e7db908de4878d56a0d74fed47b3dc",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Does a Hotel Name Identify a Dubai Branded Residence?. https://theobservatory.io/markets/branded-residences/dubai/how-to-read-ai-search",
        "mla": "\"Does a Hotel Name Identify a Dubai Branded Residence?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/branded-residences/dubai/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Does a Hotel Name Identify a Dubai Branded Residence?. https://theobservatory.io/markets/branded-residences/dubai/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fdubai%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fdubai%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-fashion/tokyo/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-fashion/tokyo/how-to-read-ai-search",
      "title": "Does a Tokyo fashion result represent a brand or a store?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "What AMORE, Brand Collect, JNTO and Barneys reveal about retailer, branch and brand identity in Tokyo fashion search and AI accounts.",
      "scope": {
        "market": "Luxury Fashion Tokyo",
        "vertical": "luxury-fashion",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:fc1f9d4e621c5d1556d84443009325c3e364a5a3",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Does a Tokyo fashion result represent a brand or a store?. https://theobservatory.io/markets/luxury-fashion/tokyo/how-to-read-ai-search",
        "mla": "\"Does a Tokyo fashion result represent a brand or a store?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/luxury-fashion/tokyo/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Does a Tokyo fashion result represent a brand or a store?. https://theobservatory.io/markets/luxury-fashion/tokyo/how-to-read-ai-search"
      },
      "formats": {
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        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Ftokyo%2Fhow-to-read-ai-search&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": "pc:/markets/private-banking/london/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-banking/london/how-to-read-ai-search",
      "title": "London Private Banking Search Results: What the Names Actually Represent",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In London private-banking search and AI results, bank names like Barclays, two FCA register labels and commercial information sources play different roles.",
      "scope": {
        "market": "Private Banking London",
        "vertical": "private-banking",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:733e033fc30e185741707c2b82a8d0ef98a3d68b",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). London Private Banking Search Results: What the Names Actually Represent. https://theobservatory.io/markets/private-banking/london/how-to-read-ai-search",
        "mla": "\"London Private Banking Search Results: What the Names Actually Represent.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/private-banking/london/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), London Private Banking Search Results: What the Names Actually Represent. https://theobservatory.io/markets/private-banking/london/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Flondon%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-real-estate/monaco/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/monaco/how-to-read-ai-search",
      "title": "Monaco property search: local agency or international network?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Resolve Monaco’s agencies, property portal and international partners before treating the names in search and AI as independent competitors.",
      "scope": {
        "market": "Luxury Real Estate Advisory Monaco",
        "vertical": "luxury-real-estate",
        "location": "monaco",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:0aaa97644e239c0148fd95db84bcc32de976da2a",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Monaco property search: local agency or international network?. https://theobservatory.io/markets/luxury-real-estate/monaco/how-to-read-ai-search",
        "mla": "\"Monaco property search: local agency or international network?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/monaco/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Monaco property search: local agency or international network?. https://theobservatory.io/markets/luxury-real-estate/monaco/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmonaco%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmonaco%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-fashion/new-york/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-fashion/new-york/how-to-read-ai-search",
      "title": "New York Luxury Fashion Search: Why Districts and Publishers Appear Beside Retailers",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "New York luxury fashion in AI search: districts, publishers and retailers from Madison Avenue to Hudson Yards play different roles in what a result shows.",
      "scope": {
        "market": "Luxury Fashion New York",
        "vertical": "luxury-fashion",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:da244fdb3e95967de8a9de52b7d6277fca6576c5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). New York Luxury Fashion Search: Why Districts and Publishers Appear Beside Retailers. https://theobservatory.io/markets/luxury-fashion/new-york/how-to-read-ai-search",
        "mla": "\"New York Luxury Fashion Search: Why Districts and Publishers Appear Beside Retailers.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/luxury-fashion/new-york/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), New York Luxury Fashion Search: Why Districts and Publishers Appear Beside Retailers. https://theobservatory.io/markets/luxury-fashion/new-york/how-to-read-ai-search"
      },
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fnew-york%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fnew-york%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-real-estate/new-york/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/new-york/how-to-read-ai-search",
      "title": "New York Property Search: The Building and the Brokerage",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A New York building can appear in AI and search results without its brokerage: 15 Hudson Yards shows how to separate developer, sales agents and brokerage labels.",
      "scope": {
        "market": "Luxury Real Estate Advisory New York",
        "vertical": "luxury-real-estate",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:c7cf88a4f248bd0303e78be6bf156edbea29a6d5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). New York Property Search: The Building and the Brokerage. https://theobservatory.io/markets/luxury-real-estate/new-york/how-to-read-ai-search",
        "mla": "\"New York Property Search: The Building and the Brokerage.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/new-york/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), New York Property Search: The Building and the Brokerage. https://theobservatory.io/markets/luxury-real-estate/new-york/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fnew-york%2Fhow-to-read-ai-search&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": "pc:/markets/luxury-hospitality/paris/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-hospitality/paris/how-to-read-ai-search",
      "title": "Paris Luxury-Hotel Searches: A Property, a Palace Label or a Booking Service?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Shangri-La Paris, Atout France’s Palace distinction and Club Yonder’s booking role are different sources in Paris luxury-hotel search and AI results.",
      "scope": {
        "market": "Luxury Hospitality Paris",
        "vertical": "luxury-hospitality",
        "location": "paris",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:8243db48b64962af1d0e6c039e297af1bb2536c5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Paris Luxury-Hotel Searches: A Property, a Palace Label or a Booking Service?. https://theobservatory.io/markets/luxury-hospitality/paris/how-to-read-ai-search",
        "mla": "\"Paris Luxury-Hotel Searches: A Property, a Palace Label or a Booking Service?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/luxury-hospitality/paris/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Paris Luxury-Hotel Searches: A Property, a Palace Label or a Booking Service?. https://theobservatory.io/markets/luxury-hospitality/paris/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fparis%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fparis%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fparis%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fparis%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/branded-residences/phuket/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/branded-residences/phuket/how-to-read-ai-search",
      "title": "Phuket Branded Residences: What Does the Hotel Name Identify?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In Phuket branded-residence search and Google AI Overviews, a hotel name may signal a brand licence, not the developer: Kamala, InterContinental, Banyan.",
      "scope": {
        "market": "Branded Residences Phuket / Thailand",
        "vertical": "branded-residences",
        "location": "phuket",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:e2eb7af78f90055a232a020a13893885eb839470",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Phuket Branded Residences: What Does the Hotel Name Identify?. https://theobservatory.io/markets/branded-residences/phuket/how-to-read-ai-search",
        "mla": "\"Phuket Branded Residences: What Does the Hotel Name Identify?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/branded-residences/phuket/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Phuket Branded Residences: What Does the Hotel Name Identify?. https://theobservatory.io/markets/branded-residences/phuket/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fphuket%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fphuket%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fphuket%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fphuket%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/singapore/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-banking/singapore/ai-search-evidence",
      "title": "Singapore Private Banking: An Information Directory Beside the Banks",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Compare WealthManagement.sg, banks and MAS across Singapore’s organic, AI opening and citation record, with explicit periods and exceptions.",
      "scope": {
        "market": "Private Banking Singapore",
        "vertical": "private-banking",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:fcbf7066b284cc7d063f35910464793f44c9ee26",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Singapore Private Banking: An Information Directory Beside the Banks. https://theobservatory.io/markets/private-banking/singapore/ai-search-evidence",
        "mla": "\"Singapore Private Banking: An Information Directory Beside the Banks.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/private-banking/singapore/ai-search-evidence.",
        "plain": "According to The Observatory (text revision 2 October 2026), Singapore Private Banking: An Information Directory Beside the Banks. https://theobservatory.io/markets/private-banking/singapore/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fsingapore%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fsingapore%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fsingapore%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fsingapore%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/st-barthelemy/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/st-barthelemy/how-to-read-ai-search",
      "title": "St Barth Villa Search: Collection, Service or Verification Source?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "St Barth villa results in AI search: Le Barth Villas, SBHonline and My Villa in St Barth are a collection, a guide and a portfolio, not licensing authorities.",
      "scope": {
        "market": "UHNW Villa Rental St Barth",
        "vertical": "luxury-villa-rental",
        "location": "st-barthelemy",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:d9de445612facc3685cf02622cf603841680a308",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). St Barth Villa Search: Collection, Service or Verification Source?. https://theobservatory.io/markets/luxury-villa-rental/st-barthelemy/how-to-read-ai-search",
        "mla": "\"St Barth Villa Search: Collection, Service or Verification Source?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/luxury-villa-rental/st-barthelemy/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), St Barth Villa Search: Collection, Service or Verification Source?. https://theobservatory.io/markets/luxury-villa-rental/st-barthelemy/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fst-barthelemy%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fst-barthelemy%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fst-barthelemy%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fst-barthelemy%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/singapore/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/premium-education/singapore/how-to-read-ai-search",
      "title": "Which School Does a Singapore Education Result Describe?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "AIS and Stamford American appear separately in Singapore’s Google AI Overview openings though both belong to Cognita: identify school, group, location, status.",
      "scope": {
        "market": "Premium Education Singapore",
        "vertical": "premium-education",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:2fa36e0683c687320495ab722d195ac9305709b3",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Which School Does a Singapore Education Result Describe?. https://theobservatory.io/markets/premium-education/singapore/how-to-read-ai-search",
        "mla": "\"Which School Does a Singapore Education Result Describe?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/premium-education/singapore/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Which School Does a Singapore Education Result Describe?. https://theobservatory.io/markets/premium-education/singapore/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsingapore%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsingapore%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsingapore%2Fhow-to-read-ai-search&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": "pc:/markets/uhnw-concierge/hong-kong/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/uhnw-concierge/hong-kong/how-to-read-ai-search",
      "title": "Who delivers the concierge service behind a Hong Kong result?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Hong Kong concierge search can return bochk.com while Ten Lifestyle delivers the service; read distribution, travel and membership sources apart in AI search.",
      "scope": {
        "market": "Hong Kong — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "hong-kong",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:88e1c42851cad6156fc701156f173211f059b54d",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Who delivers the concierge service behind a Hong Kong result?. https://theobservatory.io/markets/uhnw-concierge/hong-kong/how-to-read-ai-search",
        "mla": "\"Who delivers the concierge service behind a Hong Kong result?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/uhnw-concierge/hong-kong/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Who delivers the concierge service behind a Hong Kong result?. https://theobservatory.io/markets/uhnw-concierge/hong-kong/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fhong-kong%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fhong-kong%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fhong-kong%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fhong-kong%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/cannes-antibes-saint-tropez/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/cannes-antibes-saint-tropez/how-to-read-ai-search",
      "title": "Who Is Behind a Riviera Yacht Charter Result?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Cannes, Antibes and Saint-Tropez yacht results in AI and Google: Arthaud Yachting, Excellence Riviera and Click&Boat are events business, agency and platform.",
      "scope": {
        "market": "Luxury Yachting Côte d'Azur",
        "vertical": "luxury-yacht-charter",
        "location": "cannes-antibes-saint-tropez",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:78bfa450d542a01f47034c4036f197507d20c886",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Who Is Behind a Riviera Yacht Charter Result?. https://theobservatory.io/markets/luxury-yacht-charter/cannes-antibes-saint-tropez/how-to-read-ai-search",
        "mla": "\"Who Is Behind a Riviera Yacht Charter Result?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/luxury-yacht-charter/cannes-antibes-saint-tropez/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Who Is Behind a Riviera Yacht Charter Result?. https://theobservatory.io/markets/luxury-yacht-charter/cannes-antibes-saint-tropez/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fcannes-antibes-saint-tropez%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fcannes-antibes-saint-tropez%2Fhow-to-read-ai-search&format=bib",
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        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fcannes-antibes-saint-tropez%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/london/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-hospitality/london/how-to-read-ai-search",
      "title": "Who is behind London luxury hotel recommendations in AI search?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Who is behind London luxury-hotel results in AI search: Dorsia’s travel advisers, Luxury London’s publishing, the MICHELIN framework and individual properties.",
      "scope": {
        "market": "Luxury Hospitality London",
        "vertical": "luxury-hospitality",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:3a0f3c05d04bc1569f6756a54c1f905b6f46eb3a",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Who is behind London luxury hotel recommendations in AI search?. https://theobservatory.io/markets/luxury-hospitality/london/how-to-read-ai-search",
        "mla": "\"Who is behind London luxury hotel recommendations in AI search?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/luxury-hospitality/london/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Who is behind London luxury hotel recommendations in AI search?. https://theobservatory.io/markets/luxury-hospitality/london/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Flondon%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Flondon%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Flondon%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Flondon%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/singapore/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/singapore/how-to-read-ai-search",
      "title": "Who Is Behind Singapore’s Aesthetic-Clinic Search Results?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Who is behind Singapore aesthetic-clinic results in Google and AI search? Separate practices and doctors from SMC, MOH and publishers before reading visibility.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:204717dcb35d8c8c4073071df7e688cad42ce41b",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Who Is Behind Singapore’s Aesthetic-Clinic Search Results?. https://theobservatory.io/markets/aesthetic-clinics/singapore/how-to-read-ai-search",
        "mla": "\"Who Is Behind Singapore’s Aesthetic-Clinic Search Results?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/aesthetic-clinics/singapore/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Who Is Behind Singapore’s Aesthetic-Clinic Search Results?. https://theobservatory.io/markets/aesthetic-clinics/singapore/how-to-read-ai-search"
      },
      "formats": {
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        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fsingapore%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fsingapore%2Fhow-to-read-ai-search&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": "pc:/markets/premium-education/london/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/premium-education/london/how-to-read-ai-search",
      "title": "Why do guides and advisers appear beside schools in London results?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "London education results in Google and AI search mix schools, Good Schools Guide, associations and inspectors; UK-wide capture and a fee query show why roles matter.",
      "scope": {
        "market": "Premium Education UK / London",
        "vertical": "premium-education",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:b4414959b1ba18ac1b125aa553eb4517936d0c53",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Why do guides and advisers appear beside schools in London results?. https://theobservatory.io/markets/premium-education/london/how-to-read-ai-search",
        "mla": "\"Why do guides and advisers appear beside schools in London results?.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/premium-education/london/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Why do guides and advisers appear beside schools in London results?. https://theobservatory.io/markets/premium-education/london/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Flondon%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Flondon%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Flondon%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Flondon%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/dubai/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/dubai/how-to-read-ai-search",
      "title": "Why Dubai Property Results Include More Than Estate Agents",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "In Dubai AI and search results, Dubai Land Department, Engel & Völkers and LUXHABITAT are authority, agency and portal; read each role before visibility.",
      "scope": {
        "market": "Luxury Real Estate Advisory UAE",
        "vertical": "luxury-real-estate",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {
        "revised": "2026-10-02"
      },
      "revision": "manuscript-blob:994a5b91d7a97edfbe37fb122f0e1128c8d179fe",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (2026, October 2). Why Dubai Property Results Include More Than Estate Agents. https://theobservatory.io/markets/luxury-real-estate/dubai/how-to-read-ai-search",
        "mla": "\"Why Dubai Property Results Include More Than Estate Agents.\" The Observatory, 2 Oct. 2026, https://theobservatory.io/markets/luxury-real-estate/dubai/how-to-read-ai-search.",
        "plain": "According to The Observatory (text revision 2 October 2026), Why Dubai Property Results Include More Than Estate Agents. https://theobservatory.io/markets/luxury-real-estate/dubai/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fdubai%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fdubai%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fdubai%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fdubai%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/monaco/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-banking/monaco/ai-search-evidence",
      "title": "A Relocation Source at the Centre of Monaco’s AI Banking Citations",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Monaco's published banking record shows a recurring relocation citation source, three bank-led opening exceptions and different organic and query results.",
      "scope": {
        "market": "Private Banking Monaco",
        "vertical": "private-banking",
        "location": "monaco",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:3372741a4c99dd88e2c156d9cf58288bafd21335",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). A Relocation Source at the Centre of Monaco’s AI Banking Citations. https://theobservatory.io/markets/private-banking/monaco/ai-search-evidence",
        "mla": "\"A Relocation Source at the Centre of Monaco’s AI Banking Citations.\" The Observatory, https://theobservatory.io/markets/private-banking/monaco/ai-search-evidence.",
        "plain": "According to The Observatory, A Relocation Source at the Centre of Monaco’s AI Banking Citations. https://theobservatory.io/markets/private-banking/monaco/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fmonaco%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fmonaco%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fmonaco%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fmonaco%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/amalfi-capri-positano/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/amalfi-capri-positano/ai-search-evidence",
      "title": "Amalfi Yacht Search: Broad Visibility and the Query That Changes the Picture",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A local charter business can look intermittent in the broad market table and highly consistent for the exact recommendation question. The same archive also shows a globally recurring source and a model answer that names Amalfi before drifting to other Italian destinations.",
      "scope": {
        "market": "Luxury Yachting Italy / Amalfi Coast",
        "vertical": "luxury-yacht-charter",
        "location": "amalfi-capri-positano",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:2614e8b45be4083d7008374c608fd0a7df26148e",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Amalfi Yacht Search: Broad Visibility and the Query That Changes the Picture. https://theobservatory.io/markets/luxury-yacht-charter/amalfi-capri-positano/ai-search-evidence",
        "mla": "\"Amalfi Yacht Search: Broad Visibility and the Query That Changes the Picture.\" The Observatory, https://theobservatory.io/markets/luxury-yacht-charter/amalfi-capri-positano/ai-search-evidence.",
        "plain": "According to The Observatory, Amalfi Yacht Search: Broad Visibility and the Query That Changes the Picture. https://theobservatory.io/markets/luxury-yacht-charter/amalfi-capri-positano/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Famalfi-capri-positano%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Famalfi-capri-positano%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Famalfi-capri-positano%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Famalfi-capri-positano%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/bali/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/bali/ai-search-evidence",
      "title": "Bali Villa Companies in Google and AI: Who Appears?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Elite Havens recurs at the front of Bali’s aggregate tables. A company search and a licensing question reveal why that order cannot describe every discovery task.",
      "scope": {
        "market": "UHNW Villa Rental Bali",
        "vertical": "luxury-villa-rental",
        "location": "bali",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:3b4c70b11bb3ce05602d9ea0c3e11ba28f589e77",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Bali Villa Companies in Google and AI: Who Appears?. https://theobservatory.io/markets/luxury-villa-rental/bali/ai-search-evidence",
        "mla": "\"Bali Villa Companies in Google and AI: Who Appears?.\" The Observatory, https://theobservatory.io/markets/luxury-villa-rental/bali/ai-search-evidence.",
        "plain": "According to The Observatory, Bali Villa Companies in Google and AI: Who Appears?. https://theobservatory.io/markets/luxury-villa-rental/bali/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbali%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbali%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbali%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbali%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/bali/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/bali/how-to-read-ai-search",
      "title": "Bali Villa Search: Who Is Behind the Name?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Bali villa name in Google AI Overviews can be a booking platform, a manager or an estate; The Luxury Bali and Villa Finder show whose visibility it establishes.",
      "scope": {
        "market": "UHNW Villa Rental Bali",
        "vertical": "luxury-villa-rental",
        "location": "bali",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:3b4c70b11bb3ce05602d9ea0c3e11ba28f589e77",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Bali Villa Search: Who Is Behind the Name?. https://theobservatory.io/markets/luxury-villa-rental/bali/how-to-read-ai-search",
        "mla": "\"Bali Villa Search: Who Is Behind the Name?.\" The Observatory, https://theobservatory.io/markets/luxury-villa-rental/bali/how-to-read-ai-search.",
        "plain": "According to The Observatory, Bali Villa Search: Who Is Behind the Name?. https://theobservatory.io/markets/luxury-villa-rental/bali/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbali%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbali%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbali%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbali%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/bangkok-phuket/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/bangkok-phuket/ai-search-evidence",
      "title": "Bangkok / Phuket Property Search: One Agent Query, Three First Results",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "One Thailand agent query changes its first result across three readings, while recurring property sources and query-specific orders remain visible.",
      "scope": {
        "market": "Luxury Real Estate Advisory Thailand",
        "vertical": "luxury-real-estate",
        "location": "bangkok-phuket",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:367914ee0f15db8aaa7c19309b2c5a9708953431",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Bangkok / Phuket Property Search: One Agent Query, Three First Results. https://theobservatory.io/markets/luxury-real-estate/bangkok-phuket/ai-search-evidence",
        "mla": "\"Bangkok / Phuket Property Search: One Agent Query, Three First Results.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/bangkok-phuket/ai-search-evidence.",
        "plain": "According to The Observatory, Bangkok / Phuket Property Search: One Agent Query, Three First Results. https://theobservatory.io/markets/luxury-real-estate/bangkok-phuket/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fbangkok-phuket%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fbangkok-phuket%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fbangkok-phuket%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fbangkok-phuket%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/london/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/london/ai-search-evidence",
      "title": "Buying Advisers Have a Recurring Place in London's AI Property Answers",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Black Brick's repeated presence qualifies an account of London property search centred only on portals and large brokerages. Its position also has meaningful exceptions.",
      "scope": {
        "market": "Luxury Real Estate Advisory London",
        "vertical": "luxury-real-estate",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:bc8cbccdd7c6b0218329d4bded45514ad5c1c3a0",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Buying Advisers Have a Recurring Place in London's AI Property Answers. https://theobservatory.io/markets/luxury-real-estate/london/ai-search-evidence",
        "mla": "\"Buying Advisers Have a Recurring Place in London's AI Property Answers.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/london/ai-search-evidence.",
        "plain": "According to The Observatory, Buying Advisers Have a Recurring Place in London's AI Property Answers. https://theobservatory.io/markets/luxury-real-estate/london/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flondon%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flondon%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flondon%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Flondon%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/geneva/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/uhnw-concierge/geneva/how-to-read-ai-search",
      "title": "Can a Geneva Concierge Search Establish Confidentiality?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Geneva searches on concierge professional secrecy return Lexology, law firms and bag.admin.ch; AI and search results do not establish a service’s confidentiality.",
      "scope": {
        "market": "Geneva / Switzerland — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "geneva",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:53895494d2f0d3c6c65f74252b96cd996eaa55bd",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Can a Geneva Concierge Search Establish Confidentiality?. https://theobservatory.io/markets/uhnw-concierge/geneva/how-to-read-ai-search",
        "mla": "\"Can a Geneva Concierge Search Establish Confidentiality?.\" The Observatory, https://theobservatory.io/markets/uhnw-concierge/geneva/how-to-read-ai-search.",
        "plain": "According to The Observatory, Can a Geneva Concierge Search Establish Confidentiality?. https://theobservatory.io/markets/uhnw-concierge/geneva/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fgeneva%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fgeneva%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fgeneva%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fgeneva%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/san-francisco-bay-area-los-angeles/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/premium-education/san-francisco-bay-area-los-angeles/how-to-read-ai-search",
      "title": "Do Bay Area and Los Angeles AI Answers Name Local Schools?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A West Coast AI account names Exeter in New Hampshire. Distinguish school locations, university aliases and non-school sources in Bay Area and Los Angeles results.",
      "scope": {
        "market": "Premium Education US West Coast",
        "vertical": "premium-education",
        "location": "san-francisco-bay-area-los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:8943bc5dc4d480597c970b24f2d8836d8471d169",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Do Bay Area and Los Angeles AI Answers Name Local Schools?. https://theobservatory.io/markets/premium-education/san-francisco-bay-area-los-angeles/how-to-read-ai-search",
        "mla": "\"Do Bay Area and Los Angeles AI Answers Name Local Schools?.\" The Observatory, https://theobservatory.io/markets/premium-education/san-francisco-bay-area-los-angeles/how-to-read-ai-search.",
        "plain": "According to The Observatory, Do Bay Area and Los Angeles AI Answers Name Local Schools?. https://theobservatory.io/markets/premium-education/san-francisco-bay-area-los-angeles/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsan-francisco-bay-area-los-angeles%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsan-francisco-bay-area-los-angeles%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsan-francisco-bay-area-los-angeles%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsan-francisco-bay-area-los-angeles%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/branded-residences/dubai/ai-search-evidence",
      "url": "https://theobservatory.io/markets/branded-residences/dubai/ai-search-evidence",
      "title": "Dubai Branded Residences in AI Search: One Leader or Several?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Dubai’s UAE-scoped branded-residence record: recurring Google sources, different AI opening and citation leaders, and the weeks they agree.",
      "scope": {
        "market": "Branded Residences UAE",
        "vertical": "branded-residences",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:7e163fb500838a35d02cdbbc4553980794fc339e",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Dubai Branded Residences in AI Search: One Leader or Several?. https://theobservatory.io/markets/branded-residences/dubai/ai-search-evidence",
        "mla": "\"Dubai Branded Residences in AI Search: One Leader or Several?.\" The Observatory, https://theobservatory.io/markets/branded-residences/dubai/ai-search-evidence.",
        "plain": "According to The Observatory, Dubai Branded Residences in AI Search: One Leader or Several?. https://theobservatory.io/markets/branded-residences/dubai/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fdubai%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fdubai%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fdubai%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fdubai%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/dubai/ai-search-evidence",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/dubai/ai-search-evidence",
      "title": "Dubai Clinic Search Extends Beyond Social Platforms",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Medical literature, clinic names and hosted material occupy different positions in the UAE-scoped record—and two August opening tables put clinics first.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics UAE",
        "vertical": "aesthetic-clinics",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:002d70e1c83d28be43ed29e5201184d19bbf8351",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Dubai Clinic Search Extends Beyond Social Platforms. https://theobservatory.io/markets/aesthetic-clinics/dubai/ai-search-evidence",
        "mla": "\"Dubai Clinic Search Extends Beyond Social Platforms.\" The Observatory, https://theobservatory.io/markets/aesthetic-clinics/dubai/ai-search-evidence.",
        "plain": "According to The Observatory, Dubai Clinic Search Extends Beyond Social Platforms. https://theobservatory.io/markets/aesthetic-clinics/dubai/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fdubai%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fdubai%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fdubai%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fdubai%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/dubai-abu-dhabi/ai-search-evidence",
      "url": "https://theobservatory.io/markets/premium-education/dubai-abu-dhabi/ai-search-evidence",
      "title": "Dubai Education Search: KHDA's Recurrence and the Sources Beside It",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "KHDA appears in 13/13 published organic selections, with two first-place exceptions. Explore Dubai education sources across search and AI roles.",
      "scope": {
        "market": "Premium Education UAE",
        "vertical": "premium-education",
        "location": "dubai-abu-dhabi",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:736c5f7b5d3993b3006933e0f33391c59f393c03",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Dubai Education Search: KHDA's Recurrence and the Sources Beside It. https://theobservatory.io/markets/premium-education/dubai-abu-dhabi/ai-search-evidence",
        "mla": "\"Dubai Education Search: KHDA's Recurrence and the Sources Beside It.\" The Observatory, https://theobservatory.io/markets/premium-education/dubai-abu-dhabi/ai-search-evidence.",
        "plain": "According to The Observatory, Dubai Education Search: KHDA's Recurrence and the Sources Beside It. https://theobservatory.io/markets/premium-education/dubai-abu-dhabi/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fdubai-abu-dhabi%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fdubai-abu-dhabi%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fdubai-abu-dhabi%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fdubai-abu-dhabi%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/dubai/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-fashion/dubai/ai-search-evidence",
      "title": "Dubai Luxury Fashion Search: Resale, Community and Shopping Discovery",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Dubai’s broad Organic record repeatedly begins with resale-oriented domains or Reddit, while exact shopping questions give Dubai Mall a different kind of recurring discovery role. AI openings and citations add a third split between retailer and host.",
      "scope": {
        "market": "Luxury Fashion UAE",
        "vertical": "luxury-fashion",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:2b002436ff8e65ffb14620763cf1cf7f37b4fdad",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Dubai Luxury Fashion Search: Resale, Community and Shopping Discovery. https://theobservatory.io/markets/luxury-fashion/dubai/ai-search-evidence",
        "mla": "\"Dubai Luxury Fashion Search: Resale, Community and Shopping Discovery.\" The Observatory, https://theobservatory.io/markets/luxury-fashion/dubai/ai-search-evidence.",
        "plain": "According to The Observatory, Dubai Luxury Fashion Search: Resale, Community and Shopping Discovery. https://theobservatory.io/markets/luxury-fashion/dubai/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fdubai%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fdubai%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fdubai%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fdubai%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/dubai-difc/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-banking/dubai-difc/ai-search-evidence",
      "title": "Dubai private banking has different names at the top of search and AI",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "AES heads Dubai / DIFC’s organic tables, while AI openings and citations bring other names forward. Explore the UAE-scoped evidence.",
      "scope": {
        "market": "Private Banking UAE",
        "vertical": "private-banking",
        "location": "dubai-difc",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:39cc510604ab7d32945e26b6943451603c1d9b95",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Dubai private banking has different names at the top of search and AI. https://theobservatory.io/markets/private-banking/dubai-difc/ai-search-evidence",
        "mla": "\"Dubai private banking has different names at the top of search and AI.\" The Observatory, https://theobservatory.io/markets/private-banking/dubai-difc/ai-search-evidence.",
        "plain": "According to The Observatory, Dubai private banking has different names at the top of search and AI. https://theobservatory.io/markets/private-banking/dubai-difc/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fdubai-difc%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fdubai-difc%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fdubai-difc%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fdubai-difc%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/dubai/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/dubai/ai-search-evidence",
      "title": "Dubai Villa Searches Bring a Different Set of Sources",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "YouTube recurs on Dubai villa queries but not the broader phrases examined. Compare query-specific results, AI openings and citations.",
      "scope": {
        "market": "Luxury Real Estate Advisory UAE",
        "vertical": "luxury-real-estate",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:0b3d5c7a8dd9ce7d0dfc678f5169d7e31f3dd0e0",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Dubai Villa Searches Bring a Different Set of Sources. https://theobservatory.io/markets/luxury-real-estate/dubai/ai-search-evidence",
        "mla": "\"Dubai Villa Searches Bring a Different Set of Sources.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/dubai/ai-search-evidence.",
        "plain": "According to The Observatory, Dubai Villa Searches Bring a Different Set of Sources. https://theobservatory.io/markets/luxury-real-estate/dubai/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fdubai%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fdubai%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fdubai%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fdubai%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/dubai-abu-dhabi/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/dubai-abu-dhabi/ai-search-evidence",
      "title": "Dubai Yacht-Charter Search Splits by Surface and Question",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "YachtCharterFleet is first in eight of 12 AI Overview opening tables; Xclusive is first in the other four. Exact Dubai Marina and weekly-cost questions sharpen the difference between surface order, query breadth and question-specific position.",
      "scope": {
        "market": "Luxury Yachting UAE",
        "vertical": "luxury-yacht-charter",
        "location": "dubai-abu-dhabi",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:81915e626b669060bf1e41a2672fec7b1be0c1c5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Dubai Yacht-Charter Search Splits by Surface and Question. https://theobservatory.io/markets/luxury-yacht-charter/dubai-abu-dhabi/ai-search-evidence",
        "mla": "\"Dubai Yacht-Charter Search Splits by Surface and Question.\" The Observatory, https://theobservatory.io/markets/luxury-yacht-charter/dubai-abu-dhabi/ai-search-evidence.",
        "plain": "According to The Observatory, Dubai Yacht-Charter Search Splits by Surface and Question. https://theobservatory.io/markets/luxury-yacht-charter/dubai-abu-dhabi/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fdubai-abu-dhabi%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fdubai-abu-dhabi%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fdubai-abu-dhabi%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fdubai-abu-dhabi%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/dubai/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-hospitality/dubai/ai-search-evidence",
      "title": "Dubai’s “7 Star Hotel” Question Puts Quora First in Four Search Readings",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Model narratives name hotels and brands; the measured results often foreground the hosts and intermediaries through which people encounter them. Dubai’s rating question makes that difference tangible.",
      "scope": {
        "market": "Luxury Hospitality UAE",
        "vertical": "luxury-hospitality",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:0939a3350e1b1fbd003324a1e679cf8ee421ccfc",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Dubai’s “7 Star Hotel” Question Puts Quora First in Four Search Readings. https://theobservatory.io/markets/luxury-hospitality/dubai/ai-search-evidence",
        "mla": "\"Dubai’s “7 Star Hotel” Question Puts Quora First in Four Search Readings.\" The Observatory, https://theobservatory.io/markets/luxury-hospitality/dubai/ai-search-evidence.",
        "plain": "According to The Observatory, Dubai’s “7 Star Hotel” Question Puts Quora First in Four Search Readings. https://theobservatory.io/markets/luxury-hospitality/dubai/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fdubai%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fdubai%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fdubai%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fdubai%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/new-york-miami/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-hospitality/new-york-miami/ai-search-evidence",
      "title": "Forbes Travel Guide Anchors New York / Miami Hotel Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Forbes Travel Guide heads fourteen organic tables; citation hosts and exact hotel queries add different roles to New York / Miami hospitality discovery.",
      "scope": {
        "market": "Luxury Hospitality US Urban-Resort (NY/Miami)",
        "vertical": "luxury-hospitality",
        "location": "new-york-miami",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:7295fcbd6effc50bc40be471ba8426cb66e2dd2b",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Forbes Travel Guide Anchors New York / Miami Hotel Search. https://theobservatory.io/markets/luxury-hospitality/new-york-miami/ai-search-evidence",
        "mla": "\"Forbes Travel Guide Anchors New York / Miami Hotel Search.\" The Observatory, https://theobservatory.io/markets/luxury-hospitality/new-york-miami/ai-search-evidence.",
        "plain": "According to The Observatory, Forbes Travel Guide Anchors New York / Miami Hotel Search. https://theobservatory.io/markets/luxury-hospitality/new-york-miami/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fnew-york-miami%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fnew-york-miami%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fnew-york-miami%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fnew-york-miami%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/french-riviera/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-hospitality/french-riviera/ai-search-evidence",
      "title": "French Riviera Hotel Search Puts Publishers and Intermediaries in Front",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Yonder and Excellence Riviera occupy the same two organic positions throughout the published history. A direct hotel website supplies a different, question-specific view of the market.",
      "scope": {
        "market": "Luxury Hospitality French Riviera",
        "vertical": "luxury-hospitality",
        "location": "french-riviera",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:97ccd1df1a84974d55ea16ba85f391c7b6a0ddee",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). French Riviera Hotel Search Puts Publishers and Intermediaries in Front. https://theobservatory.io/markets/luxury-hospitality/french-riviera/ai-search-evidence",
        "mla": "\"French Riviera Hotel Search Puts Publishers and Intermediaries in Front.\" The Observatory, https://theobservatory.io/markets/luxury-hospitality/french-riviera/ai-search-evidence.",
        "plain": "According to The Observatory, French Riviera Hotel Search Puts Publishers and Intermediaries in Front. https://theobservatory.io/markets/luxury-hospitality/french-riviera/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Ffrench-riviera%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Ffrench-riviera%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Ffrench-riviera%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Ffrench-riviera%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/geneva-zurich/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-banking/geneva-zurich/ai-search-evidence",
      "title": "Geneva / Zurich Private Banking Search: UBS Recurs, the AI Surfaces Do Not Follow",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Swiss private-banking search shows UBS first in every published organic table, different AI Overview leaders and a shared PNAA–UBS query-level median.",
      "scope": {
        "market": "Private Banking Switzerland",
        "vertical": "private-banking",
        "location": "geneva-zurich",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:0b7c7396a70f9f7dfac478311cb9324771e3dd3d",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Geneva / Zurich Private Banking Search: UBS Recurs, the AI Surfaces Do Not Follow. https://theobservatory.io/markets/private-banking/geneva-zurich/ai-search-evidence",
        "mla": "\"Geneva / Zurich Private Banking Search: UBS Recurs, the AI Surfaces Do Not Follow.\" The Observatory, https://theobservatory.io/markets/private-banking/geneva-zurich/ai-search-evidence.",
        "plain": "According to The Observatory, Geneva / Zurich Private Banking Search: UBS Recurs, the AI Surfaces Do Not Follow. https://theobservatory.io/markets/private-banking/geneva-zurich/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fgeneva-zurich%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fgeneva-zurich%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fgeneva-zurich%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fgeneva-zurich%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/geneva-zurich/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-banking/geneva-zurich/how-to-read-ai-search",
      "title": "Geneva / Zurich Private Banking: Which Business Does the Name Identify?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Swiss wealth management in Google AI Overviews: Pictet may mean Pictet or PNAA; read UBS, UBP, legacy Credit Suisse and official Geneva / Zurich sources apart.",
      "scope": {
        "market": "Private Banking Switzerland",
        "vertical": "private-banking",
        "location": "geneva-zurich",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:48d7472286df40cc6e3abb0873b84082473e0b87",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Geneva / Zurich Private Banking: Which Business Does the Name Identify?. https://theobservatory.io/markets/private-banking/geneva-zurich/how-to-read-ai-search",
        "mla": "\"Geneva / Zurich Private Banking: Which Business Does the Name Identify?.\" The Observatory, https://theobservatory.io/markets/private-banking/geneva-zurich/how-to-read-ai-search.",
        "plain": "According to The Observatory, Geneva / Zurich Private Banking: Which Business Does the Name Identify?. https://theobservatory.io/markets/private-banking/geneva-zurich/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fgeneva-zurich%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fgeneva-zurich%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fgeneva-zurich%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fgeneva-zurich%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/hong-kong/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/hong-kong/ai-search-evidence",
      "title": "Habitat and OKAY Recur Across Hong Kong Property Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Habitat and OKAY recur across Hong Kong organic and AI panels. Ordering exceptions and EAA licence-query results show the limits of that pattern.",
      "scope": {
        "market": "Luxury Real Estate Advisory Hong Kong",
        "vertical": "luxury-real-estate",
        "location": "hong-kong",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:a6d4ec076e0b882df3b69b5b45ab79258e62943d",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Habitat and OKAY Recur Across Hong Kong Property Search. https://theobservatory.io/markets/luxury-real-estate/hong-kong/ai-search-evidence",
        "mla": "\"Habitat and OKAY Recur Across Hong Kong Property Search.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/hong-kong/ai-search-evidence.",
        "plain": "According to The Observatory, Habitat and OKAY Recur Across Hong Kong Property Search. https://theobservatory.io/markets/luxury-real-estate/hong-kong/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fhong-kong%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fhong-kong%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fhong-kong%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fhong-kong%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/hong-kong/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-aviation/hong-kong/ai-search-evidence",
      "title": "Hong Kong Private Aviation: L’VOYAGE Across AI Tables, Organic Exceptions in Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "One domain connects the AI opening and citation records. Organic results and individual questions give other aviation names their own prominent positions.",
      "scope": {
        "market": "Private Aviation Hong Kong",
        "vertical": "private-aviation",
        "location": "hong-kong",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:6b19c00a1df424354e812e12fff109772f45a2d5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Hong Kong Private Aviation: L’VOYAGE Across AI Tables, Organic Exceptions in Search. https://theobservatory.io/markets/private-aviation/hong-kong/ai-search-evidence",
        "mla": "\"Hong Kong Private Aviation: L’VOYAGE Across AI Tables, Organic Exceptions in Search.\" The Observatory, https://theobservatory.io/markets/private-aviation/hong-kong/ai-search-evidence.",
        "plain": "According to The Observatory, Hong Kong Private Aviation: L’VOYAGE Across AI Tables, Organic Exceptions in Search. https://theobservatory.io/markets/private-aviation/hong-kong/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fhong-kong%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fhong-kong%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fhong-kong%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fhong-kong%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/hong-kong/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-banking/hong-kong/ai-search-evidence",
      "title": "Hong Kong Private Banking: BOCHK in Search, Asian Private Banker in Citations",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Explore BOCHK’s organic recurrence, Asian Private Banker’s citation prominence and the exact questions that change Hong Kong’s first results.",
      "scope": {
        "market": "Private Banking Hong Kong",
        "vertical": "private-banking",
        "location": "hong-kong",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:d631a431d9c17861e1065eeca4a997f8be6337a5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Hong Kong Private Banking: BOCHK in Search, Asian Private Banker in Citations. https://theobservatory.io/markets/private-banking/hong-kong/ai-search-evidence",
        "mla": "\"Hong Kong Private Banking: BOCHK in Search, Asian Private Banker in Citations.\" The Observatory, https://theobservatory.io/markets/private-banking/hong-kong/ai-search-evidence.",
        "plain": "According to The Observatory, Hong Kong Private Banking: BOCHK in Search, Asian Private Banker in Citations. https://theobservatory.io/markets/private-banking/hong-kong/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fhong-kong%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fhong-kong%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fhong-kong%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fhong-kong%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/hong-kong/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/hong-kong/how-to-read-ai-search",
      "title": "Hong Kong Property Search: Which Names Are Estate Agencies?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The Peak is a place; PEAK is an exam centre. Hong Kong property AI and search results also mix OKAY.com and Spacious: agencies, platforms, licence sources.",
      "scope": {
        "market": "Luxury Real Estate Advisory Hong Kong",
        "vertical": "luxury-real-estate",
        "location": "hong-kong",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:395b022e8999edc993d01b62279eed0110620e83",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Hong Kong Property Search: Which Names Are Estate Agencies?. https://theobservatory.io/markets/luxury-real-estate/hong-kong/how-to-read-ai-search",
        "mla": "\"Hong Kong Property Search: Which Names Are Estate Agencies?.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/hong-kong/how-to-read-ai-search.",
        "plain": "According to The Observatory, Hong Kong Property Search: Which Names Are Estate Agencies?. https://theobservatory.io/markets/luxury-real-estate/hong-kong/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fhong-kong%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fhong-kong%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fhong-kong%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fhong-kong%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/articles/how-ai-treats-premium-markets-differently",
      "url": "https://theobservatory.io/articles/how-ai-treats-premium-markets-differently",
      "title": "How AI Treats Premium Markets Differently — and Why Each Needs Its Own Reading",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A relocation business can become a recurring source for private banking, a hotel supplier can enter hotel answers, and a local agency can disappear from a broad list while remaining visible for the precise question. The differences concern what represents the market, not just which name comes first.",
      "scope": {
        "market": null,
        "vertical": null,
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:15f62cbb049fde07f2c7011deaf6d5ca462ad662",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). How AI Treats Premium Markets Differently — and Why Each Needs Its Own Reading. https://theobservatory.io/articles/how-ai-treats-premium-markets-differently",
        "mla": "\"How AI Treats Premium Markets Differently — and Why Each Needs Its Own Reading.\" The Observatory, https://theobservatory.io/articles/how-ai-treats-premium-markets-differently.",
        "plain": "According to The Observatory, How AI Treats Premium Markets Differently — and Why Each Needs Its Own Reading. https://theobservatory.io/articles/how-ai-treats-premium-markets-differently"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Farticles%2Fhow-ai-treats-premium-markets-differently&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Farticles%2Fhow-ai-treats-premium-markets-differently&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Farticles%2Fhow-ai-treats-premium-markets-differently&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Farticles%2Fhow-ai-treats-premium-markets-differently&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/ibiza/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/ibiza/ai-search-evidence",
      "title": "Ibiza Property Searches Do Not Produce One Agency Order",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Prestige Properties Ibiza appears throughout the published buying-query record. Searches specifically for agents preserve a different first source.",
      "scope": {
        "market": "Luxury Real Estate Advisory Ibiza",
        "vertical": "luxury-real-estate",
        "location": "ibiza",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:a0426aabbdb6579f049dc84509632cf907ce070b",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Ibiza Property Searches Do Not Produce One Agency Order. https://theobservatory.io/markets/luxury-real-estate/ibiza/ai-search-evidence",
        "mla": "\"Ibiza Property Searches Do Not Produce One Agency Order.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/ibiza/ai-search-evidence.",
        "plain": "According to The Observatory, Ibiza Property Searches Do Not Produce One Agency Order. https://theobservatory.io/markets/luxury-real-estate/ibiza/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fibiza%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fibiza%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fibiza%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fibiza%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/ibiza/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/ibiza/ai-search-evidence",
      "title": "Ibiza Villa Search: Ibiza Prestige Across Organic, Opening and Citation Panels",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Ibiza Prestige is the clearest recurring commercial name in the published record, while guides, hosts and owner-facing services change the interpretation around it.",
      "scope": {
        "market": "UHNW Villa Rental Ibiza",
        "vertical": "luxury-villa-rental",
        "location": "ibiza",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:e0d2789326d8ea874c21da6bf6e673c779cce87d",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Ibiza Villa Search: Ibiza Prestige Across Organic, Opening and Citation Panels. https://theobservatory.io/markets/luxury-villa-rental/ibiza/ai-search-evidence",
        "mla": "\"Ibiza Villa Search: Ibiza Prestige Across Organic, Opening and Citation Panels.\" The Observatory, https://theobservatory.io/markets/luxury-villa-rental/ibiza/ai-search-evidence.",
        "plain": "According to The Observatory, Ibiza Villa Search: Ibiza Prestige Across Organic, Opening and Citation Panels. https://theobservatory.io/markets/luxury-villa-rental/ibiza/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fibiza%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fibiza%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fibiza%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fibiza%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/los-angeles/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/uhnw-concierge/los-angeles/how-to-read-ai-search",
      "title": "Is That Los Angeles Concierge Result a Service or a Staffing Source?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Los Angeles concierge result in AI or Google search can be a staffing source: Celebrity PA Network recruits assistants; Maimon and Nightfall tie service to villas.",
      "scope": {
        "market": "Los Angeles — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:850e77ad45cfb2c9f3d9a23b02109ff8c7dcb6ad",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Is That Los Angeles Concierge Result a Service or a Staffing Source?. https://theobservatory.io/markets/uhnw-concierge/los-angeles/how-to-read-ai-search",
        "mla": "\"Is That Los Angeles Concierge Result a Service or a Staffing Source?.\" The Observatory, https://theobservatory.io/markets/uhnw-concierge/los-angeles/how-to-read-ai-search.",
        "plain": "According to The Observatory, Is That Los Angeles Concierge Result a Service or a Staffing Source?. https://theobservatory.io/markets/uhnw-concierge/los-angeles/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flos-angeles%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flos-angeles%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flos-angeles%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flos-angeles%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/istanbul/ai-search-evidence",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/istanbul/ai-search-evidence",
      "title": "Istanbul Clinic Search Has Room for Providers and Platforms",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Examine Avşar, WhatClinic and Bookimed in Istanbul's published organic selections, alongside citation differences and repeated procedure-query evidence.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Istanbul",
        "vertical": "aesthetic-clinics",
        "location": "istanbul",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:cec8f8a42a0755020bb8477e0f667f96f585e20e",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Istanbul Clinic Search Has Room for Providers and Platforms. https://theobservatory.io/markets/aesthetic-clinics/istanbul/ai-search-evidence",
        "mla": "\"Istanbul Clinic Search Has Room for Providers and Platforms.\" The Observatory, https://theobservatory.io/markets/aesthetic-clinics/istanbul/ai-search-evidence.",
        "plain": "According to The Observatory, Istanbul Clinic Search Has Room for Providers and Platforms. https://theobservatory.io/markets/aesthetic-clinics/istanbul/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fistanbul%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fistanbul%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fistanbul%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fistanbul%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/new-york/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-banking/new-york/ai-search-evidence",
      "title": "J.P. Morgan’s Recurring AI Position in New York Private Banking",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "J.P. Morgan recurs across New York AI opening and citation tables, with Bank of America organic exceptions and distinct local discovery results.",
      "scope": {
        "market": "Private Banking New York",
        "vertical": "private-banking",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:c428802529785dd73a14151e8b73be60133fba31",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). J.P. Morgan’s Recurring AI Position in New York Private Banking. https://theobservatory.io/markets/private-banking/new-york/ai-search-evidence",
        "mla": "\"J.P. Morgan’s Recurring AI Position in New York Private Banking.\" The Observatory, https://theobservatory.io/markets/private-banking/new-york/ai-search-evidence.",
        "plain": "According to The Observatory, J.P. Morgan’s Recurring AI Position in New York Private Banking. https://theobservatory.io/markets/private-banking/new-york/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fnew-york%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fnew-york%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fnew-york%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fnew-york%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/dubai-abu-dhabi/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-aviation/dubai-abu-dhabi/ai-search-evidence",
      "title": "Jetex’s Repeated Place in Dubai and Abu Dhabi AI Openings",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Eight published opening tables put Jetex first. Earlier exceptions, cited sources and exact-query results qualify the UAE aviation pattern.",
      "scope": {
        "market": "Private Aviation UAE",
        "vertical": "private-aviation",
        "location": "dubai-abu-dhabi",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:78db875a16521e4e2cb5b8d92da66d672736a574",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Jetex’s Repeated Place in Dubai and Abu Dhabi AI Openings. https://theobservatory.io/markets/private-aviation/dubai-abu-dhabi/ai-search-evidence",
        "mla": "\"Jetex’s Repeated Place in Dubai and Abu Dhabi AI Openings.\" The Observatory, https://theobservatory.io/markets/private-aviation/dubai-abu-dhabi/ai-search-evidence.",
        "plain": "According to The Observatory, Jetex’s Repeated Place in Dubai and Abu Dhabi AI Openings. https://theobservatory.io/markets/private-aviation/dubai-abu-dhabi/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fdubai-abu-dhabi%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fdubai-abu-dhabi%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fdubai-abu-dhabi%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fdubai-abu-dhabi%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/los-angeles/ai-search-evidence",
      "url": "https://theobservatory.io/markets/uhnw-concierge/los-angeles/ai-search-evidence",
      "title": "Knightsbridge Circle and Quintessentially Across Los Angeles Concierge Searches",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Membership concierge names recur across four kinds of Los Angeles question. Villa-linked offers share that field, while the broader search tables also contain publishing, recruitment and platform sources.",
      "scope": {
        "market": "Los Angeles — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:042ceaea44065423dbb609bdefc1758008c65b6c",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Knightsbridge Circle and Quintessentially Across Los Angeles Concierge Searches. https://theobservatory.io/markets/uhnw-concierge/los-angeles/ai-search-evidence",
        "mla": "\"Knightsbridge Circle and Quintessentially Across Los Angeles Concierge Searches.\" The Observatory, https://theobservatory.io/markets/uhnw-concierge/los-angeles/ai-search-evidence.",
        "plain": "According to The Observatory, Knightsbridge Circle and Quintessentially Across Los Angeles Concierge Searches. https://theobservatory.io/markets/uhnw-concierge/los-angeles/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flos-angeles%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flos-angeles%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flos-angeles%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flos-angeles%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/branded-residences/london/ai-search-evidence",
      "url": "https://theobservatory.io/markets/branded-residences/london/ai-search-evidence",
      "title": "London Branded Residences: The Sources Behind Off-Plan Searches",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "London's off-plan searches repeatedly return homebuilding sources. Explore the query evidence, AI Overview roles and named-project exceptions.",
      "scope": {
        "market": "Branded Residences London",
        "vertical": "branded-residences",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:248989c7b9e355b637edf42e8adfa10576ade21b",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). London Branded Residences: The Sources Behind Off-Plan Searches. https://theobservatory.io/markets/branded-residences/london/ai-search-evidence",
        "mla": "\"London Branded Residences: The Sources Behind Off-Plan Searches.\" The Observatory, https://theobservatory.io/markets/branded-residences/london/ai-search-evidence.",
        "plain": "According to The Observatory, London Branded Residences: The Sources Behind Off-Plan Searches. https://theobservatory.io/markets/branded-residences/london/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Flondon%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Flondon%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Flondon%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Flondon%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/branded-residences/london/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/branded-residences/london/how-to-read-ai-search",
      "title": "London Branded Residences: When a Law Firm Appears Beside the Projects",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Farrer & Co recurs in London branded-residence search beside projects and hotel names: read that law firm as professional information in AI and Google results.",
      "scope": {
        "market": "Branded Residences London",
        "vertical": "branded-residences",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:18258d5965c989c8e906fb0406322e3e82a15bce",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). London Branded Residences: When a Law Firm Appears Beside the Projects. https://theobservatory.io/markets/branded-residences/london/how-to-read-ai-search",
        "mla": "\"London Branded Residences: When a Law Firm Appears Beside the Projects.\" The Observatory, https://theobservatory.io/markets/branded-residences/london/how-to-read-ai-search.",
        "plain": "According to The Observatory, London Branded Residences: When a Law Firm Appears Beside the Projects. https://theobservatory.io/markets/branded-residences/london/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Flondon%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Flondon%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Flondon%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Flondon%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/london/ai-search-evidence",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/london/ai-search-evidence",
      "title": "London Clinic Search: Cadogan, Medical Literature and Social Hosts",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "London's record does not resolve into a single clinic leaderboard: provider domains, medical literature, platforms and regulatory sources occupy different observed roles across search and AI.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics London",
        "vertical": "aesthetic-clinics",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:d84eca7f8497fa88bfcd14f8976837fa2a35f9cf",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). London Clinic Search: Cadogan, Medical Literature and Social Hosts. https://theobservatory.io/markets/aesthetic-clinics/london/ai-search-evidence",
        "mla": "\"London Clinic Search: Cadogan, Medical Literature and Social Hosts.\" The Observatory, https://theobservatory.io/markets/aesthetic-clinics/london/ai-search-evidence.",
        "plain": "According to The Observatory, London Clinic Search: Cadogan, Medical Literature and Social Hosts. https://theobservatory.io/markets/aesthetic-clinics/london/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flondon%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flondon%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flondon%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flondon%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/london/ai-search-evidence",
      "url": "https://theobservatory.io/markets/uhnw-concierge/london/ai-search-evidence",
      "title": "London Concierge Citations Pair Quintessentially with Luxury London",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Quintessentially and Luxury London recur together in ten citation selections. Examine the publisher-first exception and query-specific London results.",
      "scope": {
        "market": "London — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:296476c37bbd567eb7b309765a973d75acf38a0b",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). London Concierge Citations Pair Quintessentially with Luxury London. https://theobservatory.io/markets/uhnw-concierge/london/ai-search-evidence",
        "mla": "\"London Concierge Citations Pair Quintessentially with Luxury London.\" The Observatory, https://theobservatory.io/markets/uhnw-concierge/london/ai-search-evidence.",
        "plain": "According to The Observatory, London Concierge Citations Pair Quintessentially with Luxury London. https://theobservatory.io/markets/uhnw-concierge/london/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flondon%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flondon%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flondon%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Flondon%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/london/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-hospitality/london/ai-search-evidence",
      "title": "London luxury hotels in search and AI answers",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Explore recurring London hotel sources, direct hotel exceptions and differences between organic search and AI Overview readings.",
      "scope": {
        "market": "Luxury Hospitality London",
        "vertical": "luxury-hospitality",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:c78465a994a695bf32a3b1f304be99ddc91bb9ce",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). London luxury hotels in search and AI answers. https://theobservatory.io/markets/luxury-hospitality/london/ai-search-evidence",
        "mla": "\"London luxury hotels in search and AI answers.\" The Observatory, https://theobservatory.io/markets/luxury-hospitality/london/ai-search-evidence.",
        "plain": "According to The Observatory, London luxury hotels in search and AI answers. https://theobservatory.io/markets/luxury-hospitality/london/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Flondon%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Flondon%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Flondon%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Flondon%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/london/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-banking/london/ai-search-evidence",
      "title": "London Private Banking in Google and AI: Which Banks and Sources Keep Appearing?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "See which banks and sources recur in London private banking search, with Coutts, AI Overview contrasts, Wise and FCA questions in dated evidence.",
      "scope": {
        "market": "Private Banking London",
        "vertical": "private-banking",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:ebaf2a05229a6d47b1f24d211f7c7be78c545590",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). London Private Banking in Google and AI: Which Banks and Sources Keep Appearing?. https://theobservatory.io/markets/private-banking/london/ai-search-evidence",
        "mla": "\"London Private Banking in Google and AI: Which Banks and Sources Keep Appearing?.\" The Observatory, https://theobservatory.io/markets/private-banking/london/ai-search-evidence.",
        "plain": "According to The Observatory, London Private Banking in Google and AI: Which Banks and Sources Keep Appearing?. https://theobservatory.io/markets/private-banking/london/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Flondon%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Flondon%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Flondon%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Flondon%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/london/ai-search-evidence",
      "url": "https://theobservatory.io/markets/premium-education/london/ai-search-evidence",
      "title": "London's education search is shaped by guides and associations",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Good Schools Guide and ISC divide London’s organic first rows. Compare their recurrence with AI openings, citations and specific school queries.",
      "scope": {
        "market": "Premium Education UK / London",
        "vertical": "premium-education",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:8cab2ae7c305cd88dc79f7a0ebcc8ee41205687d",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). London's education search is shaped by guides and associations. https://theobservatory.io/markets/premium-education/london/ai-search-evidence",
        "mla": "\"London's education search is shaped by guides and associations.\" The Observatory, https://theobservatory.io/markets/premium-education/london/ai-search-evidence.",
        "plain": "According to The Observatory, London's education search is shaped by guides and associations. https://theobservatory.io/markets/premium-education/london/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Flondon%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Flondon%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Flondon%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Flondon%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/los-angeles/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-aviation/los-angeles/ai-search-evidence",
      "title": "Los Angeles Private Aviation: Search Prominence and the Van Nuys Exception",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Trace Paramount's recurring organic first row, Jettly's AI Overview positions and Silver Air's Van Nuys query results in the dated Los Angeles record.",
      "scope": {
        "market": "Private Aviation Los Angeles",
        "vertical": "private-aviation",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:c0435097e72362bfb88afed5291bf11620c599ef",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Los Angeles Private Aviation: Search Prominence and the Van Nuys Exception. https://theobservatory.io/markets/private-aviation/los-angeles/ai-search-evidence",
        "mla": "\"Los Angeles Private Aviation: Search Prominence and the Van Nuys Exception.\" The Observatory, https://theobservatory.io/markets/private-aviation/los-angeles/ai-search-evidence.",
        "plain": "According to The Observatory, Los Angeles Private Aviation: Search Prominence and the Van Nuys Exception. https://theobservatory.io/markets/private-aviation/los-angeles/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flos-angeles%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flos-angeles%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flos-angeles%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Flos-angeles%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/luxembourg/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-banking/luxembourg/ai-search-evidence",
      "title": "Luxembourg Private Banking: One Recurring Bank, Several AI Opening Leaders",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Banque de Luxembourg recurs at the head of organic and citation tables, while Luxembourg’s AI Overview openings feature five different leading identities.",
      "scope": {
        "market": "Private Banking Luxembourg",
        "vertical": "private-banking",
        "location": "luxembourg",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:bad62e50fcc5a0387e71767bf49a1e5604ba2190",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Luxembourg Private Banking: One Recurring Bank, Several AI Opening Leaders. https://theobservatory.io/markets/private-banking/luxembourg/ai-search-evidence",
        "mla": "\"Luxembourg Private Banking: One Recurring Bank, Several AI Opening Leaders.\" The Observatory, https://theobservatory.io/markets/private-banking/luxembourg/ai-search-evidence.",
        "plain": "According to The Observatory, Luxembourg Private Banking: One Recurring Bank, Several AI Opening Leaders. https://theobservatory.io/markets/private-banking/luxembourg/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fluxembourg%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fluxembourg%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fluxembourg%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fluxembourg%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/brands-in-ai-search",
      "url": "https://theobservatory.io/markets/luxury-hospitality/brands-in-ai-search",
      "title": "Luxury Hotels in AI Search and the Institutions Behind Them",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A hotel, a classification body and a hotel association can all represent luxury hospitality in search. Understanding which one appears changes what the result means for the property offering the stay.",
      "scope": {
        "market": null,
        "vertical": "luxury-hospitality",
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:f5343e129fab00b1afc4f768a1ecec5d197b2aac",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Luxury Hotels in AI Search and the Institutions Behind Them. https://theobservatory.io/markets/luxury-hospitality/brands-in-ai-search",
        "mla": "\"Luxury Hotels in AI Search and the Institutions Behind Them.\" The Observatory, https://theobservatory.io/markets/luxury-hospitality/brands-in-ai-search.",
        "plain": "According to The Observatory, Luxury Hotels in AI Search and the Institutions Behind Them. https://theobservatory.io/markets/luxury-hospitality/brands-in-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fbrands-in-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fbrands-in-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fbrands-in-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fbrands-in-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/italy/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-hospitality/italy/ai-search-evidence",
      "title": "Luxury Hotels in Italy’s AI Answers: Passalacqua Among the Platforms",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A named Lake Como hotel repeatedly appears beside publishers and platform hosts. Its presence gives the combined Amalfi / Como / Tuscany record a property-level story, with a clear boundary on what recurrence means.",
      "scope": {
        "market": "Luxury Hospitality Italy (Amalfi/Como/Tuscany)",
        "vertical": "luxury-hospitality",
        "location": "italy",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:05903df8cdcbdf998218c7ed26c64092c0bfa7d5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Luxury Hotels in Italy’s AI Answers: Passalacqua Among the Platforms. https://theobservatory.io/markets/luxury-hospitality/italy/ai-search-evidence",
        "mla": "\"Luxury Hotels in Italy’s AI Answers: Passalacqua Among the Platforms.\" The Observatory, https://theobservatory.io/markets/luxury-hospitality/italy/ai-search-evidence.",
        "plain": "According to The Observatory, Luxury Hotels in Italy’s AI Answers: Passalacqua Among the Platforms. https://theobservatory.io/markets/luxury-hospitality/italy/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fitaly%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fitaly%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fitaly%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fitaly%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/brands-in-ai-search",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/brands-in-ai-search",
      "title": "Luxury Villa Rentals in AI Search: Who Gets Seen?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "How observed AI and search results represent luxury villa rentals through properties, management businesses and sources across destinations.",
      "scope": {
        "market": null,
        "vertical": "luxury-villa-rental",
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:9f7053c39415cef0283eb5cb2e84f78f6aea68a8",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Luxury Villa Rentals in AI Search: Who Gets Seen?. https://theobservatory.io/markets/luxury-villa-rental/brands-in-ai-search",
        "mla": "\"Luxury Villa Rentals in AI Search: Who Gets Seen?.\" The Observatory, https://theobservatory.io/markets/luxury-villa-rental/brands-in-ai-search.",
        "plain": "According to The Observatory, Luxury Villa Rentals in AI Search: Who Gets Seen?. https://theobservatory.io/markets/luxury-villa-rental/brands-in-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbrands-in-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbrands-in-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbrands-in-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fbrands-in-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/maldives-seychelles/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/maldives-seychelles/ai-search-evidence",
      "title": "Maldives / Seychelles Yacht Search: From Charter Guides to Island Itineraries",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "YachtCharterFleet recurs across the broad search tables. A question about Seychelles islands reveals a different source mix, while citations add two video-host exceptions.",
      "scope": {
        "market": "Luxury Yachting Indian Ocean",
        "vertical": "luxury-yacht-charter",
        "location": "maldives-seychelles",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:c8e2c9a6cccae9e1746883065dc760aeec9ab865",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Maldives / Seychelles Yacht Search: From Charter Guides to Island Itineraries. https://theobservatory.io/markets/luxury-yacht-charter/maldives-seychelles/ai-search-evidence",
        "mla": "\"Maldives / Seychelles Yacht Search: From Charter Guides to Island Itineraries.\" The Observatory, https://theobservatory.io/markets/luxury-yacht-charter/maldives-seychelles/ai-search-evidence.",
        "plain": "According to The Observatory, Maldives / Seychelles Yacht Search: From Charter Guides to Island Itineraries. https://theobservatory.io/markets/luxury-yacht-charter/maldives-seychelles/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmaldives-seychelles%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmaldives-seychelles%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmaldives-seychelles%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmaldives-seychelles%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/marbella/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/marbella/ai-search-evidence",
      "title": "Marbella Property Search Connects Agencies with Legal Information",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Local agency domains recur alongside a portal. Purchase searches and occupation-permit questions reveal different parts of Marbella's property-information landscape.",
      "scope": {
        "market": "Luxury Real Estate Advisory Marbella / Costa del Sol",
        "vertical": "luxury-real-estate",
        "location": "marbella",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:7ce189058519de226d98af4e5a0e3b10ed3ca4c8",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Marbella Property Search Connects Agencies with Legal Information. https://theobservatory.io/markets/luxury-real-estate/marbella/ai-search-evidence",
        "mla": "\"Marbella Property Search Connects Agencies with Legal Information.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/marbella/ai-search-evidence.",
        "plain": "According to The Observatory, Marbella Property Search Connects Agencies with Legal Information. https://theobservatory.io/markets/luxury-real-estate/marbella/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmarbella%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmarbella%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmarbella%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmarbella%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/marbella/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-real-estate/marbella/how-to-read-ai-search",
      "title": "Marbella Property Search: A Company Name Is Not a Checked Home",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Marbella company in AI or search results is not a checked home. Solvilla, a local network site and a listing differ; legal sources add a route to check.",
      "scope": {
        "market": "Luxury Real Estate Advisory Marbella / Costa del Sol",
        "vertical": "luxury-real-estate",
        "location": "marbella",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:1be3c9778ad25a2e6a8399e3b26aa085270106b0",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Marbella Property Search: A Company Name Is Not a Checked Home. https://theobservatory.io/markets/luxury-real-estate/marbella/how-to-read-ai-search",
        "mla": "\"Marbella Property Search: A Company Name Is Not a Checked Home.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/marbella/how-to-read-ai-search.",
        "plain": "According to The Observatory, Marbella Property Search: A Company Name Is Not a Checked Home. https://theobservatory.io/markets/luxury-real-estate/marbella/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmarbella%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmarbella%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmarbella%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmarbella%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/los-angeles/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-fashion/los-angeles/ai-search-evidence",
      "title": "Maxfield Appears Where Los Angeles’s Aggregate Fashion Ranking Leaves It Out",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A stores question recovers local retail visibility beyond the market’s broad host-level top five. Rodeo Drive and pre-owned questions reveal further source combinations.",
      "scope": {
        "market": "Luxury Fashion Los Angeles",
        "vertical": "luxury-fashion",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:715e05af9b3eb25559cfca895f2681a16193261a",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Maxfield Appears Where Los Angeles’s Aggregate Fashion Ranking Leaves It Out. https://theobservatory.io/markets/luxury-fashion/los-angeles/ai-search-evidence",
        "mla": "\"Maxfield Appears Where Los Angeles’s Aggregate Fashion Ranking Leaves It Out.\" The Observatory, https://theobservatory.io/markets/luxury-fashion/los-angeles/ai-search-evidence.",
        "plain": "According to The Observatory, Maxfield Appears Where Los Angeles’s Aggregate Fashion Ranking Leaves It Out. https://theobservatory.io/markets/luxury-fashion/los-angeles/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flos-angeles%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flos-angeles%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flos-angeles%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flos-angeles%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/miami-palm-beach/ai-search-evidence",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/miami-palm-beach/ai-search-evidence",
      "title": "Miami / Palm Beach Clinic Search: Providers Beyond the Broad Rankings",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Bella Vida recurs on a precise Miami clinic query beyond the aggregate top five. Explore reference hosts, citation patterns and bounded model framing.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics South Florida",
        "vertical": "aesthetic-clinics",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:f0149fc15cab8ebcf1312d6d41f9c229f537b12c",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Miami / Palm Beach Clinic Search: Providers Beyond the Broad Rankings. https://theobservatory.io/markets/aesthetic-clinics/miami-palm-beach/ai-search-evidence",
        "mla": "\"Miami / Palm Beach Clinic Search: Providers Beyond the Broad Rankings.\" The Observatory, https://theobservatory.io/markets/aesthetic-clinics/miami-palm-beach/ai-search-evidence.",
        "plain": "According to The Observatory, Miami / Palm Beach Clinic Search: Providers Beyond the Broad Rankings. https://theobservatory.io/markets/aesthetic-clinics/miami-palm-beach/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fmiami-palm-beach%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fmiami-palm-beach%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fmiami-palm-beach%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fmiami-palm-beach%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/miami-palm-beach/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/miami-palm-beach/ai-search-evidence",
      "title": "Miami / Palm Beach Villa Search Changes with the Question",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Miami and Palm Beach villa questions return distinct sources beside recurring Villas of Distinction organic and Nightfall AI positions.",
      "scope": {
        "market": "UHNW Villa Rental South Florida",
        "vertical": "luxury-villa-rental",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:923fa6ef87a795fa0563800e9e4519a959fd1f73",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Miami / Palm Beach Villa Search Changes with the Question. https://theobservatory.io/markets/luxury-villa-rental/miami-palm-beach/ai-search-evidence",
        "mla": "\"Miami / Palm Beach Villa Search Changes with the Question.\" The Observatory, https://theobservatory.io/markets/luxury-villa-rental/miami-palm-beach/ai-search-evidence.",
        "plain": "According to The Observatory, Miami / Palm Beach Villa Search Changes with the Question. https://theobservatory.io/markets/luxury-villa-rental/miami-palm-beach/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmiami-palm-beach%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmiami-palm-beach%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmiami-palm-beach%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmiami-palm-beach%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/miami-palm-beach-fort-lauderdale/ai-search-evidence",
      "url": "https://theobservatory.io/markets/uhnw-concierge/miami-palm-beach-fort-lauderdale/ai-search-evidence",
      "title": "Miami Lifestyle-Manager Search Brings Travel and Property Together",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "An unchanged five-name selection spans three published Miami queries. A regional discretion question reveals a different mix of household, property and employment sources.",
      "scope": {
        "market": "South Florida — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "miami-palm-beach-fort-lauderdale",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:fa1204ce01f88c89295c7b815d450589ab6c342c",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Miami Lifestyle-Manager Search Brings Travel and Property Together. https://theobservatory.io/markets/uhnw-concierge/miami-palm-beach-fort-lauderdale/ai-search-evidence",
        "mla": "\"Miami Lifestyle-Manager Search Brings Travel and Property Together.\" The Observatory, https://theobservatory.io/markets/uhnw-concierge/miami-palm-beach-fort-lauderdale/ai-search-evidence.",
        "plain": "According to The Observatory, Miami Lifestyle-Manager Search Brings Travel and Property Together. https://theobservatory.io/markets/uhnw-concierge/miami-palm-beach-fort-lauderdale/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmiami-palm-beach-fort-lauderdale%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmiami-palm-beach-fort-lauderdale%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmiami-palm-beach-fort-lauderdale%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmiami-palm-beach-fort-lauderdale%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/milan/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-fashion/milan/ai-search-evidence",
      "title": "Milan Luxury Fashion in Search: Guides, Platforms and a Tailor",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Milan fashion observations show recurring guides and platforms alongside a named tailor on a precise question, with evidence and limits.",
      "scope": {
        "market": "Luxury Fashion Milan",
        "vertical": "luxury-fashion",
        "location": "milan",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:f9df3b65275aeca881b008ddb5cc580a622f15d3",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Milan Luxury Fashion in Search: Guides, Platforms and a Tailor. https://theobservatory.io/markets/luxury-fashion/milan/ai-search-evidence",
        "mla": "\"Milan Luxury Fashion in Search: Guides, Platforms and a Tailor.\" The Observatory, https://theobservatory.io/markets/luxury-fashion/milan/ai-search-evidence.",
        "plain": "According to The Observatory, Milan Luxury Fashion in Search: Guides, Platforms and a Tailor. https://theobservatory.io/markets/luxury-fashion/milan/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fmilan%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fmilan%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fmilan%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fmilan%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/monaco/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/monaco/ai-search-evidence",
      "title": "Monaco agencies and apartment searches follow different source paths",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Caroline Olds recurs in Monaco’s organic tables. Agency, apartment and confidentiality queries reveal different source selections around it.",
      "scope": {
        "market": "Luxury Real Estate Advisory Monaco",
        "vertical": "luxury-real-estate",
        "location": "monaco",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:0220156ec2dd0c4af977cdd2ae8765ac0594743f",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Monaco agencies and apartment searches follow different source paths. https://theobservatory.io/markets/luxury-real-estate/monaco/ai-search-evidence",
        "mla": "\"Monaco agencies and apartment searches follow different source paths.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/monaco/ai-search-evidence.",
        "plain": "According to The Observatory, Monaco agencies and apartment searches follow different source paths. https://theobservatory.io/markets/luxury-real-estate/monaco/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmonaco%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmonaco%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmonaco%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmonaco%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/monaco/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-aviation/monaco/ai-search-evidence",
      "title": "Monaco Aviation in AI: The Recurring Helicopter Connection",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "BLADE appears throughout the published AI Overview opening record. Brokers, cited hosts and narrower flight questions add different layers to Monaco’s aviation representation.",
      "scope": {
        "market": "Private Aviation Monaco / French Riviera",
        "vertical": "private-aviation",
        "location": "monaco",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:79cee77ae36ff636bfde9c7cfa0f7d624d4e8e81",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Monaco Aviation in AI: The Recurring Helicopter Connection. https://theobservatory.io/markets/private-aviation/monaco/ai-search-evidence",
        "mla": "\"Monaco Aviation in AI: The Recurring Helicopter Connection.\" The Observatory, https://theobservatory.io/markets/private-aviation/monaco/ai-search-evidence.",
        "plain": "According to The Observatory, Monaco Aviation in AI: The Recurring Helicopter Connection. https://theobservatory.io/markets/private-aviation/monaco/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmonaco%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmonaco%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmonaco%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fmonaco%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/monaco-french-riviera/ai-search-evidence",
      "url": "https://theobservatory.io/markets/uhnw-concierge/monaco-french-riviera/ai-search-evidence",
      "title": "Monaco Concierge Search Includes the Business Check",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Monaco concierge search separates provider discovery from business verification, with recurring government information, concierge domains and platform hosts.",
      "scope": {
        "market": "Monaco / French Riviera — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "monaco-french-riviera",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:892d92bb4e160039799631cf4141c13e9c8a39a2",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Monaco Concierge Search Includes the Business Check. https://theobservatory.io/markets/uhnw-concierge/monaco-french-riviera/ai-search-evidence",
        "mla": "\"Monaco Concierge Search Includes the Business Check.\" The Observatory, https://theobservatory.io/markets/uhnw-concierge/monaco-french-riviera/ai-search-evidence.",
        "plain": "According to The Observatory, Monaco Concierge Search Includes the Business Check. https://theobservatory.io/markets/uhnw-concierge/monaco-french-riviera/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmonaco-french-riviera%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmonaco-french-riviera%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmonaco-french-riviera%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fmonaco-french-riviera%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/monaco/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-banking/monaco/how-to-read-ai-search",
      "title": "Monaco Private Banking: Search Position vs Supervisory Authority",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "CCAF appears throughout the AI Overview opening record, yet a legal publisher can rank ahead of it for a supervision question. Monaco's private-banking search therefore separates institutional authority from observed source position.",
      "scope": {
        "market": "Private Banking Monaco",
        "vertical": "private-banking",
        "location": "monaco",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:a1eff5ab9ea78341555a6c44c52b38993bd7d2b6",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Monaco Private Banking: Search Position vs Supervisory Authority. https://theobservatory.io/markets/private-banking/monaco/how-to-read-ai-search",
        "mla": "\"Monaco Private Banking: Search Position vs Supervisory Authority.\" The Observatory, https://theobservatory.io/markets/private-banking/monaco/how-to-read-ai-search.",
        "plain": "According to The Observatory, Monaco Private Banking: Search Position vs Supervisory Authority. https://theobservatory.io/markets/private-banking/monaco/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fmonaco%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fmonaco%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fmonaco%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fmonaco%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/mykonos/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/mykonos/ai-search-evidence",
      "title": "Mykonos Property Search: Recurring Sources and a Local-Agency Exception",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Spitogatos and Greek Exclusive Properties recur throughout the organic record. A more specific agent question then reveals a local business missing from the matched aggregate lists.",
      "scope": {
        "market": "Luxury Real Estate Advisory Mykonos",
        "vertical": "luxury-real-estate",
        "location": "mykonos",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:89591aa78a99e42c578dc3ee1ce6f827bb5ecb8c",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Mykonos Property Search: Recurring Sources and a Local-Agency Exception. https://theobservatory.io/markets/luxury-real-estate/mykonos/ai-search-evidence",
        "mla": "\"Mykonos Property Search: Recurring Sources and a Local-Agency Exception.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/mykonos/ai-search-evidence.",
        "plain": "According to The Observatory, Mykonos Property Search: Recurring Sources and a Local-Agency Exception. https://theobservatory.io/markets/luxury-real-estate/mykonos/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmykonos%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmykonos%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmykonos%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fmykonos%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/mykonos/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/mykonos/how-to-read-ai-search",
      "title": "Mykonos Villa Companies: What Google and AI Results Mean",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "What Google and AI results say about Mykonos villa companies: distinguish business identities, service roles, sources and locations before assessing visibility.",
      "scope": {
        "market": "UHNW Villa Rental Mykonos",
        "vertical": "luxury-villa-rental",
        "location": "mykonos",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:3546b1b3d32e8684d16f9c4b011d1d4fe121fdb7",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Mykonos Villa Companies: What Google and AI Results Mean. https://theobservatory.io/markets/luxury-villa-rental/mykonos/how-to-read-ai-search",
        "mla": "\"Mykonos Villa Companies: What Google and AI Results Mean.\" The Observatory, https://theobservatory.io/markets/luxury-villa-rental/mykonos/how-to-read-ai-search.",
        "plain": "According to The Observatory, Mykonos Villa Companies: What Google and AI Results Mean. https://theobservatory.io/markets/luxury-villa-rental/mykonos/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmykonos%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmykonos%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmykonos%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmykonos%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/mykonos/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/mykonos/ai-search-evidence",
      "title": "Mykonos Villa Rentals in Google and AI: Who Appears?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "What Mykonos villa observations reveal across Google results, AI Overviews and model accounts: recurring businesses, cited sources and verification queries.",
      "scope": {
        "market": "UHNW Villa Rental Mykonos",
        "vertical": "luxury-villa-rental",
        "location": "mykonos",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:3546b1b3d32e8684d16f9c4b011d1d4fe121fdb7",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Mykonos Villa Rentals in Google and AI: Who Appears?. https://theobservatory.io/markets/luxury-villa-rental/mykonos/ai-search-evidence",
        "mla": "\"Mykonos Villa Rentals in Google and AI: Who Appears?.\" The Observatory, https://theobservatory.io/markets/luxury-villa-rental/mykonos/ai-search-evidence.",
        "plain": "According to The Observatory, Mykonos Villa Rentals in Google and AI: Who Appears?. https://theobservatory.io/markets/luxury-villa-rental/mykonos/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmykonos%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmykonos%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmykonos%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fmykonos%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/new-york/ai-search-evidence",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/new-york/ai-search-evidence",
      "title": "New York Aesthetic Clinics: High Rank, Uneven Visibility",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Tribeca MedSpa’s aggregate first place and Reddit’s cost-query presence show why rank and frequency need separate readings.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics New York",
        "vertical": "aesthetic-clinics",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:0441537c73ef47e3d22ea76f8a140fe72405bc20",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). New York Aesthetic Clinics: High Rank, Uneven Visibility. https://theobservatory.io/markets/aesthetic-clinics/new-york/ai-search-evidence",
        "mla": "\"New York Aesthetic Clinics: High Rank, Uneven Visibility.\" The Observatory, https://theobservatory.io/markets/aesthetic-clinics/new-york/ai-search-evidence.",
        "plain": "According to The Observatory, New York Aesthetic Clinics: High Rank, Uneven Visibility. https://theobservatory.io/markets/aesthetic-clinics/new-york/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fnew-york%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fnew-york%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fnew-york%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fnew-york%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/new-york/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-fashion/new-york/ai-search-evidence",
      "title": "New York Luxury Fashion Search: Which Sources Keep Appearing?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "See which sources recur in New York luxury fashion search, with dated evidence on Reddit, Yelp, NYC Tourism, Hudson Yards and shopping questions.",
      "scope": {
        "market": "Luxury Fashion New York",
        "vertical": "luxury-fashion",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:9696a9ff3d75e91a278e6a2de298e06af955b000",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). New York Luxury Fashion Search: Which Sources Keep Appearing?. https://theobservatory.io/markets/luxury-fashion/new-york/ai-search-evidence",
        "mla": "\"New York Luxury Fashion Search: Which Sources Keep Appearing?.\" The Observatory, https://theobservatory.io/markets/luxury-fashion/new-york/ai-search-evidence.",
        "plain": "According to The Observatory, New York Luxury Fashion Search: Which Sources Keep Appearing?. https://theobservatory.io/markets/luxury-fashion/new-york/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fnew-york%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fnew-york%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fnew-york%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fnew-york%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/new-york/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/new-york/ai-search-evidence",
      "title": "New York Luxury Property Searches Keep Finding a Building",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A New York project recurs across apartment queries, while broker frequency and off-market sources differ. Examine Google and AI’s dated property record.",
      "scope": {
        "market": "Luxury Real Estate Advisory New York",
        "vertical": "luxury-real-estate",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:29faf027d678f00489fc17551ffee138854481f5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). New York Luxury Property Searches Keep Finding a Building. https://theobservatory.io/markets/luxury-real-estate/new-york/ai-search-evidence",
        "mla": "\"New York Luxury Property Searches Keep Finding a Building.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/new-york/ai-search-evidence.",
        "plain": "According to The Observatory, New York Luxury Property Searches Keep Finding a Building. https://theobservatory.io/markets/luxury-real-estate/new-york/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fnew-york%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fnew-york%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fnew-york%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fnew-york%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/new-york-teterboro/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-aviation/new-york-teterboro/ai-search-evidence",
      "title": "New York Private Aviation: The Names Google and AI Surface",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Teterboro evidence shows recurring charter-business names, YouTube citations, query-specific results and changing roles in recorded AI accounts.",
      "scope": {
        "market": "Private Aviation New York / Teterboro",
        "vertical": "private-aviation",
        "location": "new-york-teterboro",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:c08e6a24b14150afc4146c0dd8101f245d8bc554",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). New York Private Aviation: The Names Google and AI Surface. https://theobservatory.io/markets/private-aviation/new-york-teterboro/ai-search-evidence",
        "mla": "\"New York Private Aviation: The Names Google and AI Surface.\" The Observatory, https://theobservatory.io/markets/private-aviation/new-york-teterboro/ai-search-evidence.",
        "plain": "According to The Observatory, New York Private Aviation: The Names Google and AI Surface. https://theobservatory.io/markets/private-aviation/new-york-teterboro/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fnew-york-teterboro%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fnew-york-teterboro%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fnew-york-teterboro%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fnew-york-teterboro%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/paris/ai-search-evidence",
      "url": "https://theobservatory.io/markets/premium-education/paris/ai-search-evidence",
      "title": "Paris Education Search: The Ministry Is First in Organic, YouTube First in AI Panels",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Government and platform sources recur at the top of the published record, while named schools and universities remain visible lower in the AI opening lists.",
      "scope": {
        "market": "Premium Education France / Paris",
        "vertical": "premium-education",
        "location": "paris",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:0a4c8334c276b3f05a16a54eeeb6d375a7d2f432",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Paris Education Search: The Ministry Is First in Organic, YouTube First in AI Panels. https://theobservatory.io/markets/premium-education/paris/ai-search-evidence",
        "mla": "\"Paris Education Search: The Ministry Is First in Organic, YouTube First in AI Panels.\" The Observatory, https://theobservatory.io/markets/premium-education/paris/ai-search-evidence.",
        "plain": "According to The Observatory, Paris Education Search: The Ministry Is First in Organic, YouTube First in AI Panels. https://theobservatory.io/markets/premium-education/paris/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fparis%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fparis%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fparis%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fparis%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/paris/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-fashion/paris/ai-search-evidence",
      "title": "Paris Luxury Fashion in Search: From Tourism to Personal Shoppers",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Recurring tourism and platform sources give one view of Paris fashion discovery. Specific shopping questions bring an umbrella brand and a personal-shopping service into focus.",
      "scope": {
        "market": "Luxury Fashion Paris",
        "vertical": "luxury-fashion",
        "location": "paris",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:b3d01f346f5349cba565e8e42bc7f3c70f256793",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Paris Luxury Fashion in Search: From Tourism to Personal Shoppers. https://theobservatory.io/markets/luxury-fashion/paris/ai-search-evidence",
        "mla": "\"Paris Luxury Fashion in Search: From Tourism to Personal Shoppers.\" The Observatory, https://theobservatory.io/markets/luxury-fashion/paris/ai-search-evidence.",
        "plain": "According to The Observatory, Paris Luxury Fashion in Search: From Tourism to Personal Shoppers. https://theobservatory.io/markets/luxury-fashion/paris/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fparis%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fparis%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fparis%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fparis%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/paris/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-fashion/paris/how-to-read-ai-search",
      "title": "Paris Luxury Fashion Search: Boutiques, Guides or Both?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Paris luxury fashion in search and AI: Anatole’s guide, France.fr and Le Bon Marché show what each boutique, publisher or store name can be credited with.",
      "scope": {
        "market": "Luxury Fashion Paris",
        "vertical": "luxury-fashion",
        "location": "paris",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:b3d01f346f5349cba565e8e42bc7f3c70f256793",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Paris Luxury Fashion Search: Boutiques, Guides or Both?. https://theobservatory.io/markets/luxury-fashion/paris/how-to-read-ai-search",
        "mla": "\"Paris Luxury Fashion Search: Boutiques, Guides or Both?.\" The Observatory, https://theobservatory.io/markets/luxury-fashion/paris/how-to-read-ai-search.",
        "plain": "According to The Observatory, Paris Luxury Fashion Search: Boutiques, Guides or Both?. https://theobservatory.io/markets/luxury-fashion/paris/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fparis%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fparis%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fparis%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fparis%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/paris/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-hospitality/paris/ai-search-evidence",
      "title": "Paris Luxury-Hotel Search Goes Beyond the Hotels",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Wifirst recurs in Paris AI openings. Follow supplier, institutional and platform sources alongside direct hotel appearances and model accounts.",
      "scope": {
        "market": "Luxury Hospitality Paris",
        "vertical": "luxury-hospitality",
        "location": "paris",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:1390c8271269cbb5fc00cda73921d9513df9adb1",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Paris Luxury-Hotel Search Goes Beyond the Hotels. https://theobservatory.io/markets/luxury-hospitality/paris/ai-search-evidence",
        "mla": "\"Paris Luxury-Hotel Search Goes Beyond the Hotels.\" The Observatory, https://theobservatory.io/markets/luxury-hospitality/paris/ai-search-evidence.",
        "plain": "According to The Observatory, Paris Luxury-Hotel Search Goes Beyond the Hotels. https://theobservatory.io/markets/luxury-hospitality/paris/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fparis%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fparis%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fparis%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fparis%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/paris/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/paris/ai-search-evidence",
      "title": "Paris Property Search: A Recurring Portal, Changing AI Opening Sources",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Belles Demeures is the recurring organic first-row identity. Home Select opens the early AI tables, while YouTube is first throughout the citation record.",
      "scope": {
        "market": "Luxury Real Estate Advisory Paris",
        "vertical": "luxury-real-estate",
        "location": "paris",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:b05b5ed98d85b8e7bd531958247b4fc279ffd361",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Paris Property Search: A Recurring Portal, Changing AI Opening Sources. https://theobservatory.io/markets/luxury-real-estate/paris/ai-search-evidence",
        "mla": "\"Paris Property Search: A Recurring Portal, Changing AI Opening Sources.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/paris/ai-search-evidence.",
        "plain": "According to The Observatory, Paris Property Search: A Recurring Portal, Changing AI Opening Sources. https://theobservatory.io/markets/luxury-real-estate/paris/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fparis%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fparis%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fparis%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fparis%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/thailand/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/thailand/how-to-read-ai-search",
      "title": "Phuket / Koh Samui Villa Search: Property, Collection or Booking Source?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Phuket and Koh Samui villa results in AI and Google can reach other islands: Thailand-wide queries, Koh Jum in Krabi and property–agency links explain why.",
      "scope": {
        "market": "Luxury Villa Rental Thailand",
        "vertical": "luxury-villa-rental",
        "location": "thailand",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:b6460842e11ce277e8cc57e3204470cab6fca5b3",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Phuket / Koh Samui Villa Search: Property, Collection or Booking Source?. https://theobservatory.io/markets/luxury-villa-rental/thailand/how-to-read-ai-search",
        "mla": "\"Phuket / Koh Samui Villa Search: Property, Collection or Booking Source?.\" The Observatory, https://theobservatory.io/markets/luxury-villa-rental/thailand/how-to-read-ai-search.",
        "plain": "According to The Observatory, Phuket / Koh Samui Villa Search: Property, Collection or Booking Source?. https://theobservatory.io/markets/luxury-villa-rental/thailand/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fthailand%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fthailand%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fthailand%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fthailand%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/thailand/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/thailand/ai-search-evidence",
      "title": "Phuket and Koh Samui Villas: Recurring Names, Different Search Positions",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Elite Havens’ 12-of-13 organic pattern, The Luxury Signature’s exception and repeated AI source alignment in Phuket and Koh Samui villa search.",
      "scope": {
        "market": "Luxury Villa Rental Thailand",
        "vertical": "luxury-villa-rental",
        "location": "thailand",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:0bdcdce6ad79a0cb0910542dff0026ad627da027",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Phuket and Koh Samui Villas: Recurring Names, Different Search Positions. https://theobservatory.io/markets/luxury-villa-rental/thailand/ai-search-evidence",
        "mla": "\"Phuket and Koh Samui Villas: Recurring Names, Different Search Positions.\" The Observatory, https://theobservatory.io/markets/luxury-villa-rental/thailand/ai-search-evidence.",
        "plain": "According to The Observatory, Phuket and Koh Samui Villas: Recurring Names, Different Search Positions. https://theobservatory.io/markets/luxury-villa-rental/thailand/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fthailand%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fthailand%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fthailand%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fthailand%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/branded-residences/phuket/ai-search-evidence",
      "url": "https://theobservatory.io/markets/branded-residences/phuket/ai-search-evidence",
      "title": "Phuket Branded Residences: Opening an AI Answer Is Different from Being Cited",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Phuket's opening and citation selections show different source patterns, with residence-group query results and a separate model account of Laguna.",
      "scope": {
        "market": "Branded Residences Phuket / Thailand",
        "vertical": "branded-residences",
        "location": "phuket",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:19c6d98b462460c54e084adc2b1ca6737654c957",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Phuket Branded Residences: Opening an AI Answer Is Different from Being Cited. https://theobservatory.io/markets/branded-residences/phuket/ai-search-evidence",
        "mla": "\"Phuket Branded Residences: Opening an AI Answer Is Different from Being Cited.\" The Observatory, https://theobservatory.io/markets/branded-residences/phuket/ai-search-evidence.",
        "plain": "According to The Observatory, Phuket Branded Residences: Opening an AI Answer Is Different from Being Cited. https://theobservatory.io/markets/branded-residences/phuket/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fphuket%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fphuket%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fphuket%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fphuket%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/phuket-koh-samui/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/phuket-koh-samui/ai-search-evidence",
      "title": "Phuket Yacht Citations: YouTube First in Eight Tables, YachtCharterFleet in the Final Five",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The citation record changes its first source without turning that sequence into a trend: YouTube heads the first eight published citation tables, then YachtCharterFleet heads the final five.",
      "scope": {
        "market": "Luxury Yachting Thailand",
        "vertical": "luxury-yacht-charter",
        "location": "phuket-koh-samui",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:a408812dc59f8eab9288f38c6437fefac4c87a76",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Phuket Yacht Citations: YouTube First in Eight Tables, YachtCharterFleet in the Final Five. https://theobservatory.io/markets/luxury-yacht-charter/phuket-koh-samui/ai-search-evidence",
        "mla": "\"Phuket Yacht Citations: YouTube First in Eight Tables, YachtCharterFleet in the Final Five.\" The Observatory, https://theobservatory.io/markets/luxury-yacht-charter/phuket-koh-samui/ai-search-evidence.",
        "plain": "According to The Observatory, Phuket Yacht Citations: YouTube First in Eight Tables, YachtCharterFleet in the Final Five. https://theobservatory.io/markets/luxury-yacht-charter/phuket-koh-samui/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fphuket-koh-samui%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fphuket-koh-samui%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fphuket-koh-samui%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fphuket-koh-samui%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/brands-in-ai-search",
      "url": "https://theobservatory.io/markets/private-aviation/brands-in-ai-search",
      "title": "Private Aviation in AI Search: Which Business Is Visible?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Explore how private aviation appears across search and AI, from charter intermediaries and operators to airport services and the sources supporting answers.",
      "scope": {
        "market": null,
        "vertical": "private-aviation",
        "location": null,
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:5be0e680e3e8c827e4f8c3bb36b127213277a584",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Private Aviation in AI Search: Which Business Is Visible?. https://theobservatory.io/markets/private-aviation/brands-in-ai-search",
        "mla": "\"Private Aviation in AI Search: Which Business Is Visible?.\" The Observatory, https://theobservatory.io/markets/private-aviation/brands-in-ai-search.",
        "plain": "According to The Observatory, Private Aviation in AI Search: Which Business Is Visible?. https://theobservatory.io/markets/private-aviation/brands-in-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fbrands-in-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fbrands-in-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fbrands-in-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fbrands-in-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/dubai-abu-dhabi/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-aviation/dubai-abu-dhabi/how-to-read-ai-search",
      "title": "Private Aviation in Dubai and Abu Dhabi: Which Business, Which Place?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Jetex’s Dubai FBO and Abu Dhabi handling base appear in one UAE-scoped AI and search record: separate charter brokers, places and services before reading.",
      "scope": {
        "market": "Private Aviation UAE",
        "vertical": "private-aviation",
        "location": "dubai-abu-dhabi",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:1055e05655924d658e578101328c1b9d94364d3f",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Private Aviation in Dubai and Abu Dhabi: Which Business, Which Place?. https://theobservatory.io/markets/private-aviation/dubai-abu-dhabi/how-to-read-ai-search",
        "mla": "\"Private Aviation in Dubai and Abu Dhabi: Which Business, Which Place?.\" The Observatory, https://theobservatory.io/markets/private-aviation/dubai-abu-dhabi/how-to-read-ai-search.",
        "plain": "According to The Observatory, Private Aviation in Dubai and Abu Dhabi: Which Business, Which Place?. https://theobservatory.io/markets/private-aviation/dubai-abu-dhabi/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fdubai-abu-dhabi%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fdubai-abu-dhabi%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fdubai-abu-dhabi%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fdubai-abu-dhabi%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/singapore/ai-search-evidence",
      "url": "https://theobservatory.io/markets/uhnw-concierge/singapore/ai-search-evidence",
      "title": "Private Concierge Singapore and Quintessentially Across Google's AI Answers",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Private Concierge Singapore and Quintessentially recur across opening and citation selections, while CNA Luxury persists in individual search questions.",
      "scope": {
        "market": "Singapore — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:6efc612ee82a44843d7392df2c279ce8a5c76d8c",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Private Concierge Singapore and Quintessentially Across Google's AI Answers. https://theobservatory.io/markets/uhnw-concierge/singapore/ai-search-evidence",
        "mla": "\"Private Concierge Singapore and Quintessentially Across Google's AI Answers.\" The Observatory, https://theobservatory.io/markets/uhnw-concierge/singapore/ai-search-evidence.",
        "plain": "According to The Observatory, Private Concierge Singapore and Quintessentially Across Google's AI Answers. https://theobservatory.io/markets/uhnw-concierge/singapore/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fsingapore%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fsingapore%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fsingapore%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fsingapore%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/dubai/ai-search-evidence",
      "url": "https://theobservatory.io/markets/uhnw-concierge/dubai/ai-search-evidence",
      "title": "Quintessentially and LinkedIn Recur Together in Dubai Concierge Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Quintessentially and LinkedIn recur in 12 Dubai concierge citation selections. Property-source openings and family-office results qualify the pattern.",
      "scope": {
        "market": "Dubai / UAE — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "dubai",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:64dab4df5cc8a59015c06b32d69531dc37525841",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Quintessentially and LinkedIn Recur Together in Dubai Concierge Search. https://theobservatory.io/markets/uhnw-concierge/dubai/ai-search-evidence",
        "mla": "\"Quintessentially and LinkedIn Recur Together in Dubai Concierge Search.\" The Observatory, https://theobservatory.io/markets/uhnw-concierge/dubai/ai-search-evidence.",
        "plain": "According to The Observatory, Quintessentially and LinkedIn Recur Together in Dubai Concierge Search. https://theobservatory.io/markets/uhnw-concierge/dubai/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fdubai%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fdubai%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fdubai%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fdubai%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/hong-kong/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-fashion/hong-kong/ai-search-evidence",
      "title": "Reddit and YouTube Recur in Hong Kong Fashion Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Reddit and YouTube recur in Hong Kong fashion search, alongside Spacious in handbag questions and direct Lane Crawford and Louis Vuitton evidence.",
      "scope": {
        "market": "Luxury Fashion Hong Kong",
        "vertical": "luxury-fashion",
        "location": "hong-kong",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:3ac4ec24b7cf283f9f11fbc470c33198e4b0fdf5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Reddit and YouTube Recur in Hong Kong Fashion Search. https://theobservatory.io/markets/luxury-fashion/hong-kong/ai-search-evidence",
        "mla": "\"Reddit and YouTube Recur in Hong Kong Fashion Search.\" The Observatory, https://theobservatory.io/markets/luxury-fashion/hong-kong/ai-search-evidence.",
        "plain": "According to The Observatory, Reddit and YouTube Recur in Hong Kong Fashion Search. https://theobservatory.io/markets/luxury-fashion/hong-kong/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fhong-kong%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fhong-kong%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fhong-kong%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fhong-kong%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/cancun-riviera-maya/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/cancun-riviera-maya/ai-search-evidence",
      "title": "Riviera Maya Villa Companies: A Search Beyond the Market-Wide Order",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Journey Mexico’s villa domain recurs in Riviera Maya company searches beside a different market-wide AI order. Examine the counts and exceptions.",
      "scope": {
        "market": "UHNW Villa Rental Cancun / Riviera Maya",
        "vertical": "luxury-villa-rental",
        "location": "cancun-riviera-maya",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:6c35412afe185eae591ab4eab8e333911dd08fa4",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Riviera Maya Villa Companies: A Search Beyond the Market-Wide Order. https://theobservatory.io/markets/luxury-villa-rental/cancun-riviera-maya/ai-search-evidence",
        "mla": "\"Riviera Maya Villa Companies: A Search Beyond the Market-Wide Order.\" The Observatory, https://theobservatory.io/markets/luxury-villa-rental/cancun-riviera-maya/ai-search-evidence.",
        "plain": "According to The Observatory, Riviera Maya Villa Companies: A Search Beyond the Market-Wide Order. https://theobservatory.io/markets/luxury-villa-rental/cancun-riviera-maya/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fcancun-riviera-maya%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fcancun-riviera-maya%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fcancun-riviera-maya%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fcancun-riviera-maya%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/cannes-antibes-saint-tropez/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/cannes-antibes-saint-tropez/ai-search-evidence",
      "title": "Riviera Yacht Charter Search Has a Recurring Cast",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Trace recurring Riviera yacht-charter names, changing positions and social-source citations in the June–September 2026 search record.",
      "scope": {
        "market": "Luxury Yachting Côte d'Azur",
        "vertical": "luxury-yacht-charter",
        "location": "cannes-antibes-saint-tropez",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:a917d261fc03c14b33690696662003bf11f484a5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Riviera Yacht Charter Search Has a Recurring Cast. https://theobservatory.io/markets/luxury-yacht-charter/cannes-antibes-saint-tropez/ai-search-evidence",
        "mla": "\"Riviera Yacht Charter Search Has a Recurring Cast.\" The Observatory, https://theobservatory.io/markets/luxury-yacht-charter/cannes-antibes-saint-tropez/ai-search-evidence.",
        "plain": "According to The Observatory, Riviera Yacht Charter Search Has a Recurring Cast. https://theobservatory.io/markets/luxury-yacht-charter/cannes-antibes-saint-tropez/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fcannes-antibes-saint-tropez%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fcannes-antibes-saint-tropez%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fcannes-antibes-saint-tropez%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fcannes-antibes-saint-tropez%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/london/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-fashion/london/ai-search-evidence",
      "title": "Savile Row Has a Place in London’s Fashion Search Results",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Huntsman appears in 12 of 15 published London organic selections alongside retail and district sources; house queries add an institutional result.",
      "scope": {
        "market": "Luxury Fashion London",
        "vertical": "luxury-fashion",
        "location": "london",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:b53dafda698564b98f374a87d705504d39c645ad",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Savile Row Has a Place in London’s Fashion Search Results. https://theobservatory.io/markets/luxury-fashion/london/ai-search-evidence",
        "mla": "\"Savile Row Has a Place in London’s Fashion Search Results.\" The Observatory, https://theobservatory.io/markets/luxury-fashion/london/ai-search-evidence.",
        "plain": "According to The Observatory, Savile Row Has a Place in London’s Fashion Search Results. https://theobservatory.io/markets/luxury-fashion/london/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flondon%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flondon%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flondon%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Flondon%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/seoul/ai-search-evidence",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/seoul/ai-search-evidence",
      "title": "Seoul Aesthetic Clinics: Lienjang in Google, Bookimed in AI Openings",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Lienjang leads fourteen published organic tables; Bookimed often opens AI answers. Direct-clinic exceptions keep Seoul’s evidence in proportion.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Seoul",
        "vertical": "aesthetic-clinics",
        "location": "seoul",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:8e273622a029b36aee98a8220879b4a5a747b495",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Seoul Aesthetic Clinics: Lienjang in Google, Bookimed in AI Openings. https://theobservatory.io/markets/aesthetic-clinics/seoul/ai-search-evidence",
        "mla": "\"Seoul Aesthetic Clinics: Lienjang in Google, Bookimed in AI Openings.\" The Observatory, https://theobservatory.io/markets/aesthetic-clinics/seoul/ai-search-evidence.",
        "plain": "According to The Observatory, Seoul Aesthetic Clinics: Lienjang in Google, Bookimed in AI Openings. https://theobservatory.io/markets/aesthetic-clinics/seoul/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fseoul%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fseoul%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fseoul%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fseoul%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/seoul/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-fashion/seoul/ai-search-evidence",
      "title": "Seoul Fashion Search: Reddit in Organic, YouTube in Citations",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "The strongest whole-record pattern is host-led: Reddit is first in every published Organic table, while YouTube is first in every published Citation table. Local shopping and craftsmanship questions then reveal a more specific source ecology.",
      "scope": {
        "market": "Luxury Fashion Seoul",
        "vertical": "luxury-fashion",
        "location": "seoul",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:6a94b343453a1bdb7d87c491ee5666277325ca39",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Seoul Fashion Search: Reddit in Organic, YouTube in Citations. https://theobservatory.io/markets/luxury-fashion/seoul/ai-search-evidence",
        "mla": "\"Seoul Fashion Search: Reddit in Organic, YouTube in Citations.\" The Observatory, https://theobservatory.io/markets/luxury-fashion/seoul/ai-search-evidence.",
        "plain": "According to The Observatory, Seoul Fashion Search: Reddit in Organic, YouTube in Citations. https://theobservatory.io/markets/luxury-fashion/seoul/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fseoul%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fseoul%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fseoul%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Fseoul%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/singapore/ai-search-evidence",
      "url": "https://theobservatory.io/markets/premium-education/singapore/ai-search-evidence",
      "title": "Singapore Education in AI Search: Platforms, Schools and Exceptions",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "YouTube heads Singapore’s published AI citation tables, while schools and a university lead separate openings. Explore the dated evidence and exceptions.",
      "scope": {
        "market": "Premium Education Singapore",
        "vertical": "premium-education",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:b793cb4e5fe0299415e245839913b1a9e8df8048",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Singapore Education in AI Search: Platforms, Schools and Exceptions. https://theobservatory.io/markets/premium-education/singapore/ai-search-evidence",
        "mla": "\"Singapore Education in AI Search: Platforms, Schools and Exceptions.\" The Observatory, https://theobservatory.io/markets/premium-education/singapore/ai-search-evidence.",
        "plain": "According to The Observatory, Singapore Education in AI Search: Platforms, Schools and Exceptions. https://theobservatory.io/markets/premium-education/singapore/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsingapore%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsingapore%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsingapore%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsingapore%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-real-estate/singapore/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-real-estate/singapore/ai-search-evidence",
      "title": "Singapore Luxury Property Search Splits Between Discovery and Approval",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "SLA repeats at median position one on four approval-query readings. PropertyGuru recurrence and agency-led discovery questions reveal a different source pattern.",
      "scope": {
        "market": "Luxury Real Estate Advisory Singapore",
        "vertical": "luxury-real-estate",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:2b12111d0c3e18bd2d76fe45cd27cfac0f47d083",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Singapore Luxury Property Search Splits Between Discovery and Approval. https://theobservatory.io/markets/luxury-real-estate/singapore/ai-search-evidence",
        "mla": "\"Singapore Luxury Property Search Splits Between Discovery and Approval.\" The Observatory, https://theobservatory.io/markets/luxury-real-estate/singapore/ai-search-evidence.",
        "plain": "According to The Observatory, Singapore Luxury Property Search Splits Between Discovery and Approval. https://theobservatory.io/markets/luxury-real-estate/singapore/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fsingapore%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fsingapore%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fsingapore%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-real-estate%2Fsingapore%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/singapore/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-aviation/singapore/ai-search-evidence",
      "title": "Singapore Private Aviation Search: A Charter Domain in Organic, YouTube in Citations",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A recurring charter domain heads the organic record while a video host heads the citation record; airport infrastructure appears on a less consistent opening surface.",
      "scope": {
        "market": "Private Aviation Singapore",
        "vertical": "private-aviation",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:0a9a3f47329c8e4decea9f391a465fc6605824f5",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Singapore Private Aviation Search: A Charter Domain in Organic, YouTube in Citations. https://theobservatory.io/markets/private-aviation/singapore/ai-search-evidence",
        "mla": "\"Singapore Private Aviation Search: A Charter Domain in Organic, YouTube in Citations.\" The Observatory, https://theobservatory.io/markets/private-aviation/singapore/ai-search-evidence.",
        "plain": "According to The Observatory, Singapore Private Aviation Search: A Charter Domain in Organic, YouTube in Citations. https://theobservatory.io/markets/private-aviation/singapore/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fsingapore%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fsingapore%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fsingapore%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fsingapore%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/branded-residences/miami-palm-beach/ai-search-evidence",
      "url": "https://theobservatory.io/markets/branded-residences/miami-palm-beach/ai-search-evidence",
      "title": "South Florida Branded Residences: One Source First Across Three Search Roles",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "MILLION is not merely part of South Florida's recurring source cast: its domain is first in 11/13 published Organic tables, 7/11 AI Overview Opening tables and 11/11 Citation tables. The final matched week then supplies the exception, with Branded Living first in Opening while MILLION remains first organically.",
      "scope": {
        "market": "Branded Residences South Florida",
        "vertical": "branded-residences",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:3a77398db842cd42c12d8262aa3f21ac9f6e8821",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). South Florida Branded Residences: One Source First Across Three Search Roles. https://theobservatory.io/markets/branded-residences/miami-palm-beach/ai-search-evidence",
        "mla": "\"South Florida Branded Residences: One Source First Across Three Search Roles.\" The Observatory, https://theobservatory.io/markets/branded-residences/miami-palm-beach/ai-search-evidence.",
        "plain": "According to The Observatory, South Florida Branded Residences: One Source First Across Three Search Roles. https://theobservatory.io/markets/branded-residences/miami-palm-beach/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmiami-palm-beach%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmiami-palm-beach%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmiami-palm-beach%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmiami-palm-beach%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/branded-residences/marbella-mallorca-madrid/ai-search-evidence",
      "url": "https://theobservatory.io/markets/branded-residences/marbella-mallorca-madrid/ai-search-evidence",
      "title": "Spain’s Branded-Residence Searches Cross Borders",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Minnesota law firm recurs in purchase-agreement searches observed in Spain. Investment questions bring a Spanish project into view. The difference reveals more than a single list of visible residence brands.",
      "scope": {
        "market": "Branded Residences Spain",
        "vertical": "branded-residences",
        "location": "marbella-mallorca-madrid",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:9c765bca10a8dde04f566d5d4ed825bf2b8523ba",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Spain’s Branded-Residence Searches Cross Borders. https://theobservatory.io/markets/branded-residences/marbella-mallorca-madrid/ai-search-evidence",
        "mla": "\"Spain’s Branded-Residence Searches Cross Borders.\" The Observatory, https://theobservatory.io/markets/branded-residences/marbella-mallorca-madrid/ai-search-evidence.",
        "plain": "According to The Observatory, Spain’s Branded-Residence Searches Cross Borders. https://theobservatory.io/markets/branded-residences/marbella-mallorca-madrid/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmarbella-mallorca-madrid%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmarbella-mallorca-madrid%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmarbella-mallorca-madrid%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fbranded-residences%2Fmarbella-mallorca-madrid%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/st-barthelemy/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-hospitality/st-barthelemy/ai-search-evidence",
      "title": "St Barth Hotels in AI Answers: A Property Among the Intermediaries",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Le Barthélemy appears in eight published opening selections alongside advisers and hosts; the hotel-privacy query adds a villa source.",
      "scope": {
        "market": "Luxury Hospitality St Barth",
        "vertical": "luxury-hospitality",
        "location": "st-barthelemy",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:18997a023e0ccbe76596e87ad0ac46111713ad6a",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). St Barth Hotels in AI Answers: A Property Among the Intermediaries. https://theobservatory.io/markets/luxury-hospitality/st-barthelemy/ai-search-evidence",
        "mla": "\"St Barth Hotels in AI Answers: A Property Among the Intermediaries.\" The Observatory, https://theobservatory.io/markets/luxury-hospitality/st-barthelemy/ai-search-evidence.",
        "plain": "According to The Observatory, St Barth Hotels in AI Answers: A Property Among the Intermediaries. https://theobservatory.io/markets/luxury-hospitality/st-barthelemy/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fst-barthelemy%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fst-barthelemy%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fst-barthelemy%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fst-barthelemy%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/st-barthelemy/ai-search-evidence",
      "url": "https://theobservatory.io/markets/uhnw-concierge/st-barthelemy/ai-search-evidence",
      "title": "St Barth’s AI Citations Mix Concierge Service with a Yacht Directory",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Nightfall recurs through the published citation record. Yachting Pages adds an information role, while an exact service question produces a more accommodation-focused selection.",
      "scope": {
        "market": "St Barthélemy — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "st-barthelemy",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:c64726c004cc5b1ceb0d9a4ef2049e0becba624d",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). St Barth’s AI Citations Mix Concierge Service with a Yacht Directory. https://theobservatory.io/markets/uhnw-concierge/st-barthelemy/ai-search-evidence",
        "mla": "\"St Barth’s AI Citations Mix Concierge Service with a Yacht Directory.\" The Observatory, https://theobservatory.io/markets/uhnw-concierge/st-barthelemy/ai-search-evidence.",
        "plain": "According to The Observatory, St Barth’s AI Citations Mix Concierge Service with a Yacht Directory. https://theobservatory.io/markets/uhnw-concierge/st-barthelemy/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fst-barthelemy%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fst-barthelemy%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fst-barthelemy%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fst-barthelemy%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/switzerland/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/luxury-hospitality/switzerland/how-to-read-ai-search",
      "title": "Swiss Hotel Search: Association Visibility vs the Hotel Behind the Stay",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Swiss Deluxe Hotels tops every Swiss organic table, yet Gstaad Palace leads a palace-hotel query: in AI and search results, attribution matters more than rank.",
      "scope": {
        "market": "Luxury Hospitality Switzerland",
        "vertical": "luxury-hospitality",
        "location": "switzerland",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:9a41d05666ce16094035f966fd49da96a6b6e4f7",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Swiss Hotel Search: Association Visibility vs the Hotel Behind the Stay. https://theobservatory.io/markets/luxury-hospitality/switzerland/how-to-read-ai-search",
        "mla": "\"Swiss Hotel Search: Association Visibility vs the Hotel Behind the Stay.\" The Observatory, https://theobservatory.io/markets/luxury-hospitality/switzerland/how-to-read-ai-search.",
        "plain": "According to The Observatory, Swiss Hotel Search: Association Visibility vs the Hotel Behind the Stay. https://theobservatory.io/markets/luxury-hospitality/switzerland/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fswitzerland%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fswitzerland%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fswitzerland%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fswitzerland%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/switzerland/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-hospitality/switzerland/ai-search-evidence",
      "title": "Swiss Luxury Hotel Search Reaches Beyond the Hotels",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A hospitality school appears in all 11 published Swiss AI Overview opening selections. Hotel, association and platform evidence adds context.",
      "scope": {
        "market": "Luxury Hospitality Switzerland",
        "vertical": "luxury-hospitality",
        "location": "switzerland",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:8604322e8519690a6717c4ed67037cb27f736503",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Swiss Luxury Hotel Search Reaches Beyond the Hotels. https://theobservatory.io/markets/luxury-hospitality/switzerland/ai-search-evidence",
        "mla": "\"Swiss Luxury Hotel Search Reaches Beyond the Hotels.\" The Observatory, https://theobservatory.io/markets/luxury-hospitality/switzerland/ai-search-evidence.",
        "plain": "According to The Observatory, Swiss Luxury Hotel Search Reaches Beyond the Hotels. https://theobservatory.io/markets/luxury-hospitality/switzerland/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fswitzerland%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fswitzerland%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fswitzerland%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fswitzerland%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/geneva-lausanne-zurich/ai-search-evidence",
      "url": "https://theobservatory.io/markets/premium-education/geneva-lausanne-zurich/ai-search-evidence",
      "title": "Swiss School Search: Familiar Sources, Unequal Visibility",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Recurring Swiss education sources, IMD's different AI Overview selections, and the gap between median position and appearance frequency.",
      "scope": {
        "market": "Premium Education Switzerland",
        "vertical": "premium-education",
        "location": "geneva-lausanne-zurich",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:019e215ef657ad6d61cf7024808d93e388c216d2",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Swiss School Search: Familiar Sources, Unequal Visibility. https://theobservatory.io/markets/premium-education/geneva-lausanne-zurich/ai-search-evidence",
        "mla": "\"Swiss School Search: Familiar Sources, Unequal Visibility.\" The Observatory, https://theobservatory.io/markets/premium-education/geneva-lausanne-zurich/ai-search-evidence.",
        "plain": "According to The Observatory, Swiss School Search: Familiar Sources, Unequal Visibility. https://theobservatory.io/markets/premium-education/geneva-lausanne-zurich/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fgeneva-lausanne-zurich%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fgeneva-lausanne-zurich%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fgeneva-lausanne-zurich%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fgeneva-lausanne-zurich%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/new-york-teterboro/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-aviation/new-york-teterboro/how-to-read-ai-search",
      "title": "Teterboro in AI Search: Who Is Behind the Name?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Read New York private jet charter results in Google and AI: distinguish Teterboro Airport, charter brokers, ground services and operator-verification sources.",
      "scope": {
        "market": "Private Aviation New York / Teterboro",
        "vertical": "private-aviation",
        "location": "new-york-teterboro",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:c08e6a24b14150afc4146c0dd8101f245d8bc554",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Teterboro in AI Search: Who Is Behind the Name?. https://theobservatory.io/markets/private-aviation/new-york-teterboro/how-to-read-ai-search",
        "mla": "\"Teterboro in AI Search: Who Is Behind the Name?.\" The Observatory, https://theobservatory.io/markets/private-aviation/new-york-teterboro/how-to-read-ai-search.",
        "plain": "According to The Observatory, Teterboro in AI Search: Who Is Behind the Name?. https://theobservatory.io/markets/private-aviation/new-york-teterboro/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fnew-york-teterboro%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fnew-york-teterboro%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fnew-york-teterboro%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fnew-york-teterboro%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/uhnw-concierge/geneva/ai-search-evidence",
      "url": "https://theobservatory.io/markets/uhnw-concierge/geneva/ai-search-evidence",
      "title": "The Names That Keep Appearing in Geneva Concierge Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Examine recurring legal sources, concierge names and hosts in Geneva search, with query differences, matched surfaces and meaningful exceptions.",
      "scope": {
        "market": "Geneva / Switzerland — UHNW Concierge",
        "vertical": "uhnw-concierge",
        "location": "geneva",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:f01ba12e844e3ed4d28c4deb3e9ecec97bc546ba",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). The Names That Keep Appearing in Geneva Concierge Search. https://theobservatory.io/markets/uhnw-concierge/geneva/ai-search-evidence",
        "mla": "\"The Names That Keep Appearing in Geneva Concierge Search.\" The Observatory, https://theobservatory.io/markets/uhnw-concierge/geneva/ai-search-evidence.",
        "plain": "According to The Observatory, The Names That Keep Appearing in Geneva Concierge Search. https://theobservatory.io/markets/uhnw-concierge/geneva/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fgeneva%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fgeneva%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fgeneva%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fuhnw-concierge%2Fgeneva%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-hospitality/singapore/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-hospitality/singapore/ai-search-evidence",
      "title": "The Travel Blog and Rating Guide in Singapore's Hotel Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A Love Letter to Asia, Forbes Travel Guide, Reddit and Tripadvisor form a stable organic source cast. Their recurrence does not mean fixed positions or the same first-row sources on AI surfaces.",
      "scope": {
        "market": "Luxury Hospitality Singapore",
        "vertical": "luxury-hospitality",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:5f8eada24569960b636226ef6ff152f77a6350a4",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). The Travel Blog and Rating Guide in Singapore's Hotel Search. https://theobservatory.io/markets/luxury-hospitality/singapore/ai-search-evidence",
        "mla": "\"The Travel Blog and Rating Guide in Singapore's Hotel Search.\" The Observatory, https://theobservatory.io/markets/luxury-hospitality/singapore/ai-search-evidence.",
        "plain": "According to The Observatory, The Travel Blog and Rating Guide in Singapore's Hotel Search. https://theobservatory.io/markets/luxury-hospitality/singapore/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fsingapore%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fsingapore%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fsingapore%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-hospitality%2Fsingapore%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/tokyo/ai-search-evidence",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/tokyo/ai-search-evidence",
      "title": "Tokyo Clinic Search: Six Websites Behind 65 Published Rows",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Six clinic-site domains fill Tokyo's 65 published organic rows. Query exceptions, Instagram citations and model accounts reveal other parts of the record.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Tokyo",
        "vertical": "aesthetic-clinics",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:0ad066e2cf3a25f734a3e0e66e6d05a181628e1e",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Tokyo Clinic Search: Six Websites Behind 65 Published Rows. https://theobservatory.io/markets/aesthetic-clinics/tokyo/ai-search-evidence",
        "mla": "\"Tokyo Clinic Search: Six Websites Behind 65 Published Rows.\" The Observatory, https://theobservatory.io/markets/aesthetic-clinics/tokyo/ai-search-evidence.",
        "plain": "According to The Observatory, Tokyo Clinic Search: Six Websites Behind 65 Published Rows. https://theobservatory.io/markets/aesthetic-clinics/tokyo/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Ftokyo%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Ftokyo%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Ftokyo%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Ftokyo%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-fashion/tokyo/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-fashion/tokyo/ai-search-evidence",
      "title": "Tokyo Luxury Fashion Search: From Resale to Ginza’s Unexpected Sources",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Tokyo fashion search evidence: recurring Ginza sources, AMORE and Brand Collect on city queries, and distinct organic, opening and citation patterns.",
      "scope": {
        "market": "Luxury Fashion Tokyo",
        "vertical": "luxury-fashion",
        "location": "tokyo",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:8df654c2dbfa633aecd4d98d045a271a8644e3b1",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Tokyo Luxury Fashion Search: From Resale to Ginza’s Unexpected Sources. https://theobservatory.io/markets/luxury-fashion/tokyo/ai-search-evidence",
        "mla": "\"Tokyo Luxury Fashion Search: From Resale to Ginza’s Unexpected Sources.\" The Observatory, https://theobservatory.io/markets/luxury-fashion/tokyo/ai-search-evidence.",
        "plain": "According to The Observatory, Tokyo Luxury Fashion Search: From Resale to Ginza’s Unexpected Sources. https://theobservatory.io/markets/luxury-fashion/tokyo/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Ftokyo%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Ftokyo%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Ftokyo%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-fashion%2Ftokyo%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/san-francisco-bay-area-los-angeles/ai-search-evidence",
      "url": "https://theobservatory.io/markets/premium-education/san-francisco-bay-area-los-angeles/ai-search-evidence",
      "title": "West Coast School Search: A Real-Estate Domain Inside a School Query",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "A San Francisco school query repeatedly returns a real-estate business, while the broader Bay Area / Los Angeles record is dominated by specialist and host domains on other surfaces. The exact question changes what “education visibility” represents.",
      "scope": {
        "market": "Premium Education US West Coast",
        "vertical": "premium-education",
        "location": "san-francisco-bay-area-los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:40fa663285d4f5bda0e3edb1d729f915d0720386",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). West Coast School Search: A Real-Estate Domain Inside a School Query. https://theobservatory.io/markets/premium-education/san-francisco-bay-area-los-angeles/ai-search-evidence",
        "mla": "\"West Coast School Search: A Real-Estate Domain Inside a School Query.\" The Observatory, https://theobservatory.io/markets/premium-education/san-francisco-bay-area-los-angeles/ai-search-evidence.",
        "plain": "According to The Observatory, West Coast School Search: A Real-Estate Domain Inside a School Query. https://theobservatory.io/markets/premium-education/san-francisco-bay-area-los-angeles/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsan-francisco-bay-area-los-angeles%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsan-francisco-bay-area-los-angeles%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsan-francisco-bay-area-los-angeles%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fsan-francisco-bay-area-los-angeles%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/miami-palm-beach/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/miami-palm-beach/ai-search-evidence",
      "title": "What Changes When Miami Yacht Search Moves from General Discovery to a Charter Quote?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "YachtCharterFleet recurs across Miami / Palm Beach organic tables, while Bahamas-quote searches and AI Overview openings reveal other sources.",
      "scope": {
        "market": "Luxury Yachting South Florida",
        "vertical": "luxury-yacht-charter",
        "location": "miami-palm-beach",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:aab01beb0b383cf9afc7ff2a2c34d65b309f50d0",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). What Changes When Miami Yacht Search Moves from General Discovery to a Charter Quote?. https://theobservatory.io/markets/luxury-yacht-charter/miami-palm-beach/ai-search-evidence",
        "mla": "\"What Changes When Miami Yacht Search Moves from General Discovery to a Charter Quote?.\" The Observatory, https://theobservatory.io/markets/luxury-yacht-charter/miami-palm-beach/ai-search-evidence.",
        "plain": "According to The Observatory, What Changes When Miami Yacht Search Moves from General Discovery to a Charter Quote?. https://theobservatory.io/markets/luxury-yacht-charter/miami-palm-beach/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmiami-palm-beach%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmiami-palm-beach%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmiami-palm-beach%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fmiami-palm-beach%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-banking/new-york/how-to-read-ai-search",
      "url": "https://theobservatory.io/markets/private-banking/new-york/how-to-read-ai-search",
      "title": "What Do New York Private-Banking Search Results Actually Identify?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "New York private-banking AI and search results identify banks, regional domains and FINRA or SEC credential resources; finding a register is not a completed check.",
      "scope": {
        "market": "Private Banking New York",
        "vertical": "private-banking",
        "location": "new-york",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:20d63a21346d4f8e0d68c23db7886fb4536084de",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). What Do New York Private-Banking Search Results Actually Identify?. https://theobservatory.io/markets/private-banking/new-york/how-to-read-ai-search",
        "mla": "\"What Do New York Private-Banking Search Results Actually Identify?.\" The Observatory, https://theobservatory.io/markets/private-banking/new-york/how-to-read-ai-search.",
        "plain": "According to The Observatory, What Do New York Private-Banking Search Results Actually Identify?. https://theobservatory.io/markets/private-banking/new-york/how-to-read-ai-search"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fnew-york%2Fhow-to-read-ai-search&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fnew-york%2Fhow-to-read-ai-search&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fnew-york%2Fhow-to-read-ai-search&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-banking%2Fnew-york%2Fhow-to-read-ai-search&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/premium-education/boston-new-york/ai-search-evidence",
      "url": "https://theobservatory.io/markets/premium-education/boston-new-york/ai-search-evidence",
      "title": "Where schools appear in Boston and New York search results",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "See recurring platforms, direct school appearances and query-specific evidence in the combined Boston and New York education record.",
      "scope": {
        "market": "Premium Education US Northeast",
        "vertical": "premium-education",
        "location": "boston-new-york",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:e6031fa6715d5f2fc64ed3006fc24143c0e4fe7f",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Where schools appear in Boston and New York search results. https://theobservatory.io/markets/premium-education/boston-new-york/ai-search-evidence",
        "mla": "\"Where schools appear in Boston and New York search results.\" The Observatory, https://theobservatory.io/markets/premium-education/boston-new-york/ai-search-evidence.",
        "plain": "According to The Observatory, Where schools appear in Boston and New York search results. https://theobservatory.io/markets/premium-education/boston-new-york/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fboston-new-york%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fboston-new-york%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fboston-new-york%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fpremium-education%2Fboston-new-york%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/private-aviation/geneva-zurich/ai-search-evidence",
      "url": "https://theobservatory.io/markets/private-aviation/geneva-zurich/ai-search-evidence",
      "title": "Which Names Recur in Geneva / Zurich Private Aviation Search?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Dated Swiss readings connect charter discovery with institutional sources, hosted information and recorded questions about discretion.",
      "scope": {
        "market": "Private Aviation Switzerland",
        "vertical": "private-aviation",
        "location": "geneva-zurich",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:e9ad6a29e4c76783efedbbbffefc8b634a50b84d",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Which Names Recur in Geneva / Zurich Private Aviation Search?. https://theobservatory.io/markets/private-aviation/geneva-zurich/ai-search-evidence",
        "mla": "\"Which Names Recur in Geneva / Zurich Private Aviation Search?.\" The Observatory, https://theobservatory.io/markets/private-aviation/geneva-zurich/ai-search-evidence.",
        "plain": "According to The Observatory, Which Names Recur in Geneva / Zurich Private Aviation Search?. https://theobservatory.io/markets/private-aviation/geneva-zurich/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fgeneva-zurich%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fgeneva-zurich%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fgeneva-zurich%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fprivate-aviation%2Fgeneva-zurich%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/singapore/ai-search-evidence",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/singapore/ai-search-evidence",
      "title": "Which Sources Keep Appearing in Singapore Aesthetic-Clinic Searches?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Which sources recur in Singapore clinic searches, where AI openings and citations differ, and the exceptions in the June–September 2026 record.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Singapore",
        "vertical": "aesthetic-clinics",
        "location": "singapore",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:21ed36a5a9dd5b002d81fbef8ada7b7a301ba074",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Which Sources Keep Appearing in Singapore Aesthetic-Clinic Searches?. https://theobservatory.io/markets/aesthetic-clinics/singapore/ai-search-evidence",
        "mla": "\"Which Sources Keep Appearing in Singapore Aesthetic-Clinic Searches?.\" The Observatory, https://theobservatory.io/markets/aesthetic-clinics/singapore/ai-search-evidence.",
        "plain": "According to The Observatory, Which Sources Keep Appearing in Singapore Aesthetic-Clinic Searches?. https://theobservatory.io/markets/aesthetic-clinics/singapore/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fsingapore%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fsingapore%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fsingapore%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Fsingapore%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-villa-rental/st-barthelemy/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-villa-rental/st-barthelemy/ai-search-evidence",
      "title": "Which St Barth villa names recur in Google and AI answers?",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "St Barth villa search and AI evidence: St Barts Blue’s 13/14 organic recurrence, its exception, and different opening, citation and company-query results.",
      "scope": {
        "market": "UHNW Villa Rental St Barth",
        "vertical": "luxury-villa-rental",
        "location": "st-barthelemy",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:d1d70901798fed78e1df0c3af7404528a928688a",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Which St Barth villa names recur in Google and AI answers?. https://theobservatory.io/markets/luxury-villa-rental/st-barthelemy/ai-search-evidence",
        "mla": "\"Which St Barth villa names recur in Google and AI answers?.\" The Observatory, https://theobservatory.io/markets/luxury-villa-rental/st-barthelemy/ai-search-evidence.",
        "plain": "According to The Observatory, Which St Barth villa names recur in Google and AI answers?. https://theobservatory.io/markets/luxury-villa-rental/st-barthelemy/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fst-barthelemy%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fst-barthelemy%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fst-barthelemy%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-villa-rental%2Fst-barthelemy%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/bali-komodo-raja-ampat/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/bali-komodo-raja-ampat/ai-search-evidence",
      "title": "YachtCharterFleet and YouTube Rank First on Different Indonesian Yacht Search Surfaces",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Across the pooled Bali / Komodo / Raja Ampat record, a charter-discovery resource and a video host recur in different roles. More specific charter questions bring other sources forward.",
      "scope": {
        "market": "Luxury Yachting Indonesia",
        "vertical": "luxury-yacht-charter",
        "location": "bali-komodo-raja-ampat",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:0315562c6f0a085a9bf5953ad0f1368ac97ad653",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). YachtCharterFleet and YouTube Rank First on Different Indonesian Yacht Search Surfaces. https://theobservatory.io/markets/luxury-yacht-charter/bali-komodo-raja-ampat/ai-search-evidence",
        "mla": "\"YachtCharterFleet and YouTube Rank First on Different Indonesian Yacht Search Surfaces.\" The Observatory, https://theobservatory.io/markets/luxury-yacht-charter/bali-komodo-raja-ampat/ai-search-evidence.",
        "plain": "According to The Observatory, YachtCharterFleet and YouTube Rank First on Different Indonesian Yacht Search Surfaces. https://theobservatory.io/markets/luxury-yacht-charter/bali-komodo-raja-ampat/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fbali-komodo-raja-ampat%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fbali-komodo-raja-ampat%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fbali-komodo-raja-ampat%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fbali-komodo-raja-ampat%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/luxury-yacht-charter/athens-mykonos-santorini-corfu/ai-search-evidence",
      "url": "https://theobservatory.io/markets/luxury-yacht-charter/athens-mykonos-santorini-corfu/ai-search-evidence",
      "title": "YachtCharterFleet’s Greek Search Presence Meets a Different AI Cast",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "YachtCharterFleet recurs in Greek organic search while AI openings and departure questions reveal different charter, marina and institutional sources.",
      "scope": {
        "market": "Luxury Yachting Greece",
        "vertical": "luxury-yacht-charter",
        "location": "athens-mykonos-santorini-corfu",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:ed1f71ffefab56644d4cb1b60b1676409fee9b11",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). YachtCharterFleet’s Greek Search Presence Meets a Different AI Cast. https://theobservatory.io/markets/luxury-yacht-charter/athens-mykonos-santorini-corfu/ai-search-evidence",
        "mla": "\"YachtCharterFleet’s Greek Search Presence Meets a Different AI Cast.\" The Observatory, https://theobservatory.io/markets/luxury-yacht-charter/athens-mykonos-santorini-corfu/ai-search-evidence.",
        "plain": "According to The Observatory, YachtCharterFleet’s Greek Search Presence Meets a Different AI Cast. https://theobservatory.io/markets/luxury-yacht-charter/athens-mykonos-santorini-corfu/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fathens-mykonos-santorini-corfu%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fathens-mykonos-santorini-corfu%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fathens-mykonos-santorini-corfu%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Fluxury-yacht-charter%2Fathens-mykonos-santorini-corfu%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    },
    {
      "id": "pc:/markets/aesthetic-clinics/los-angeles/ai-search-evidence",
      "url": "https://theobservatory.io/markets/aesthetic-clinics/los-angeles/ai-search-evidence",
      "title": "Yelp and Medical Literature Share Los Angeles Clinic Search",
      "family": {
        "id": "page-context",
        "label": "Page Context"
      },
      "nature": "context",
      "publisher": "The Observatory",
      "provenance": "Intelligence by AAI Kernel. Published by The Observatory.",
      "summary": "Yelp and PMC recur in 12 Los Angeles clinic-search tables; ASPS and YouTube lead different AI answer roles in a matched week.",
      "scope": {
        "market": "Luxury Medical Aesthetic Clinics Los Angeles",
        "vertical": "aesthetic-clinics",
        "location": "los-angeles",
        "surface": null,
        "query": null
      },
      "dates": {},
      "revision": "manuscript-blob:6672c955e4c68cc12b86d6f461db38dba9b78ca9",
      "citation": {
        "contract": "editorial-work",
        "note": "Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.",
        "apa": "The Observatory. (n.d.). Yelp and Medical Literature Share Los Angeles Clinic Search. https://theobservatory.io/markets/aesthetic-clinics/los-angeles/ai-search-evidence",
        "mla": "\"Yelp and Medical Literature Share Los Angeles Clinic Search.\" The Observatory, https://theobservatory.io/markets/aesthetic-clinics/los-angeles/ai-search-evidence.",
        "plain": "According to The Observatory, Yelp and Medical Literature Share Los Angeles Clinic Search. https://theobservatory.io/markets/aesthetic-clinics/los-angeles/ai-search-evidence"
      },
      "formats": {
        "ris": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flos-angeles%2Fai-search-evidence&format=ris",
        "bibtex": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flos-angeles%2Fai-search-evidence&format=bib",
        "csl-json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flos-angeles%2Fai-search-evidence&format=csl",
        "json": "https://theobservatory.io/press/citations/cite?id=pc%3A%2Fmarkets%2Faesthetic-clinics%2Flos-angeles%2Fai-search-evidence&format=json"
      },
      "rights": {
        "licence": "Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date.",
        "terms": "https://theobservatory.io/terms"
      }
    }
  ]
}
