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Every public work of The Observatory, in one searchable place: the governed readings served today, the contextual readings of each market, the method and reference that govern them, and the organisations they observe. Each entry states what it is, what it covers and when it is from, and cites it in the form its nature allows. The source page remains authoritative — this library describes it, never replaces it.

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  1. Query Spotlight· Dated evidence · what was observed

    Luxury Hospitality Switzerland: “guide to booking a hotel for a discreet medical trip to Switzerland”

    Luxury Hospitality Switzerland · Organic search · “guide to booking a hotel for a discreet medical trip to Switzerland”

    Across 7 comparable scheduled runs in the Luxury Hospitality Switzerland market (July 13–19, 2026), swissmedicalpartner.com holds median position 1 on the query "guide to booking a hotel for a discreet medical trip to Switzerland" (Organic Ranking — Top 5) — but appeared in only 3 of 7 comparable runs (43%).

    Observed 13 July 2026 – 19 July 2026 · Published 23 July 2026

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  2. Query Spotlight· Dated evidence · what was observed

    Luxury Hospitality UAE Dubai: “how do UHNWIs book hotels for maximum discretion”

    Luxury Hospitality UAE · Organic search · “how do UHNWIs book hotels for maximum discretion”

    On the query "how do UHNWIs book hotels for maximum discretion" (Organic Ranking — Top 5) in Luxury Hospitality UAE, instagram.com holds the median position 1 across the 7-run observation period from July 13–19, 2026 — but appeared in only 3 of 7 comparable runs.

    Observed 13 July 2026 – 19 July 2026 · Published 23 July 2026

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  3. Query Spotlight· Dated evidence · what was observed

    Luxury Hospitality US Urban-Resort (NY/Miami) New York / Miami: “privacy and discretion standards at top nyc hotels for celebrities”

    Luxury Hospitality US Urban-Resort (NY/Miami) · Organic search · “privacy and discretion standards at top nyc hotels for celebrities”

    Across 7 comparable scheduled runs from July 13–19, 2026, reddit.com holds the first organic position on the query "privacy and discretion standards at top nyc hotels for celebrities" in the Luxury Hospitality US Urban-Resort (NY/Miami) market, with facebook.com at position 2.

    Observed 13 July 2026 – 19 July 2026 · Published 23 July 2026

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  4. AI Overview Ranking — Top 10· Dated evidence · what was observed

    Who controls Google's AI Overview for Luxury Hospitality (Amalfi/Como/Tuscany), Italy?

    Luxury Hospitality Italy (Amalfi/Como/Tuscany) · AI Overview

    instagram.com holds the strongest AI opening share on the Luxury Hospitality Italy (Amalfi/Como/Tuscany) market at 18.12%, observed across 7 comparable scheduled runs from July 13–19, 2026.

    Observed 13 July 2026 – 19 July 2026 · Published 21 July 2026

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  5. AI Overview Ranking — Top 10· Dated evidence · what was observed

    Who controls Google's AI Overview for Luxury Hospitality UAE, Dubai?

    Luxury Hospitality UAE · AI Overview

    instagram.com holds the strongest AI opening share on the Luxury Hospitality UAE market across the 7-run window from July 13–19, 2026, recording 20.58% of all AI Overview openings observed over the period.

    Observed 13 July 2026 – 19 July 2026

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  6. AI Overview Ranking — Top 10· Dated evidence · what was observed

    Who controls Google's AI Overview for Luxury Hospitality, Singapore?

    Luxury Hospitality Singapore · AI Overview

    youtube.com holds the strongest AI opening share on the Luxury Hospitality Singapore market across the 7-run window from July 13–19, 2026, at 20.21%.

    Observed 13 July 2026 – 19 July 2026

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  7. AI Citation Ranking — Top 5· Dated evidence · what was observed

    Who does AI cite most for Luxury Hospitality (Amalfi/Como/Tuscany), Italy?

    Luxury Hospitality Italy (Amalfi/Como/Tuscany) · AI citation

    youtube.com holds the strongest AI citation share on the Luxury Hospitality Italy (Amalfi/Como/Tuscany) market at 16.88%, observed across 7 comparable scheduled runs from July 13–19, 2026.

    Observed 13 July 2026 – 19 July 2026 · Published 25 July 2026

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  8. AI Citation Ranking — Top 5· Dated evidence · what was observed

    Who does AI cite most for Luxury Hospitality St Barth, St Barthélemy?

    Luxury Hospitality St Barth · AI citation

    youtube.com holds the strongest AI citation share on the Luxury Hospitality St Barth market across the 7-run window (July 13–19, 2026), recording 13.79%.

    Observed 13 July 2026 – 19 July 2026

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  9. AI Citation Ranking — Top 5· Dated evidence · what was observed

    Who does AI cite most for Luxury Hospitality UAE, Dubai?

    Luxury Hospitality UAE · AI citation

    instagram.com holds the strongest AI citation share on the Luxury Hospitality UAE panel at 20.88%, observed across 7 comparable scheduled runs in the observation period July 13–19, 2026.

    Observed 13 July 2026 – 19 July 2026 · Published 25 July 2026

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  10. AI Citation Ranking — Top 5· Dated evidence · what was observed

    Who does AI cite most for Luxury Hospitality, Singapore?

    Luxury Hospitality Singapore · AI citation

    youtube.com holds the strongest AI citation share on this market across the 7-run window from July 13–19, 2026, recording 25.97%.

    Observed 13 July 2026 – 19 July 2026 · Published 24 July 2026

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  11. Organic Ranking — Top 5· Dated evidence · what was observed

    Who ranks first on Google for Luxury Hospitality (Amalfi/Como/Tuscany), Italy?

    Luxury Hospitality Italy (Amalfi/Como/Tuscany) · Organic search

    Across the 7-run window from July 13–19, 2026, cntraveller.com most often holds the top organic position on the Luxury Hospitality Italy (Amalfi/Como/Tuscany) panel of 5 actors, with 55.66% observed presence as breadth context.

    Observed 13 July 2026 – 19 July 2026 · Published 20 July 2026

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  12. Organic Ranking — Top 5· Dated evidence · what was observed

    Who ranks first on Google for Luxury Hospitality St Barth, St Barthélemy?

    Luxury Hospitality St Barth · Organic search

    forbestravelguide.com most often holds the top organic position on the Luxury Hospitality St Barth panel across 7 comparable scheduled runs from July 13–19, 2026, with 44.86% observed presence as breadth context.

    Observed 13 July 2026 – 19 July 2026 · Published 20 July 2026

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  13. Organic Ranking — Top 5· Dated evidence · what was observed

    Who ranks first on Google for Luxury Hospitality UAE, Dubai?

    Luxury Hospitality UAE · Organic search

    Tripadvisor most often holds the top organic position on the Luxury Hospitality UAE panel across 7 comparable scheduled runs from July 13–19, 2026, with 57.81% observed presence as breadth context.

    Observed 13 July 2026 – 19 July 2026 · Published 20 July 2026

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  14. Organic Ranking — Top 5· Dated evidence · what was observed

    Who ranks first on Google for Luxury Hospitality, French Riviera?

    Luxury Hospitality French Riviera · Organic search

    yonder.fr most often holds the top organic position on the Luxury Hospitality French Riviera top-5 panel across the 7-run window from July 13–19, 2026, with 48.61% observed presence as breadth context.

    Observed 13 July 2026 – 19 July 2026 · Published 20 July 2026

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  15. Organic Ranking — Top 5· Dated evidence · what was observed

    Who ranks first on Google for Luxury Hospitality, London?

    Luxury Hospitality London · Organic search

    dorsiatravel.com most often holds the top organic position on the Luxury Hospitality London panel across the 7-run window from July 13–19, 2026, with 29.39% observed presence as breadth context.

    Observed 13 July 2026 – 19 July 2026 · Published 20 July 2026

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  16. Organic Ranking — Top 5· Dated evidence · what was observed

    Who ranks first on Google for Luxury Hospitality, Paris?

    Luxury Hospitality Paris · Organic search

    Across the 7-run window from July 13–19, 2026, yonder.fr most often holds the top organic position on the Luxury Hospitality Paris surface, with 38.98% observed presence across the panel.

    Observed 13 July 2026 – 19 July 2026 · Published 20 July 2026

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  17. Organic Ranking — Top 5· Dated evidence · what was observed

    Who ranks first on Google for Luxury Hospitality, Singapore?

    Luxury Hospitality Singapore · Organic search

    alovelettertoasia.com most often holds the top organic position on the Luxury Hospitality Singapore panel across 7 comparable scheduled runs from July 13–19, 2026, with 39.05% observed presence as breadth context.

    Observed 13 July 2026 – 19 July 2026 · Published 19 July 2026

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  18. DNC Lens· Dated evidence · what was observed

    Dubai's luxury hospitality — How large is the share of UAE luxury hospitality that is effectively invisible to English-language AI trust maps?

    Luxury Hospitality UAE

    In this Claude Sonnet 4.6 (native) reading, the UAE luxury hospitality market is framed as one where visibility functions as a proxy…

    Observed 13 July 2026 · Published 17 July 2026

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  19. Model Watch· Dated evidence · what was observed

    Dubai's luxury hospitality — Where do AI models diverge in their reading of the UAE luxury hospitality market?

    Luxury Hospitality UAE

    GPT-4o (native) and Claude Sonnet 4.6 diverge in their emphasis on market actors and the visibility of certain segments within the UAE…

    Observed 13 July 2026 · Published 19 July 2026

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  20. DNC Lens· Dated evidence · what was observed

    Dubai's luxury hospitality — Why does GPT-4o's UAE hospitality trust map contain no mention of official certification or regulation?

    Luxury Hospitality UAE

    In this GPT-4o (native) reading, the UAE luxury hospitality market is framed as a trust hierarchy built almost…

    Observed 13 July 2026 · Published 15 July 2026

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  21. DNC Lens· Dated evidence · what was observed

    French Riviera's luxury hospitality — Does Claude Sonnet 4.6 (native) admit that its trust map is most unreliable precisely where the market is most exclusive?

    Luxury Hospitality French Riviera

    In this Claude Sonnet 4.6 (native) reading, the French Riviera luxury hospitality trust landscape is framed as an inversion of actual risk…

    Observed 13 July 2026 · Published 17 July 2026

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  22. Model Watch· Dated evidence · what was observed

    French Riviera's luxury hospitality — How does Claude Sonnet 4.6 view the AI's representation of the market?

    Luxury Hospitality French Riviera

    GPT-4o (native) and Claude Sonnet 4.6 diverge significantly in their framing of the luxury hospitality market in the French Riviera…

    Observed 13 July 2026 · Published 19 July 2026

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  23. DNC Lens· Dated evidence · what was observed

    French Riviera's luxury hospitality — Is GPT-4o's trust-repair advice just a roadmap to gaming its own ranking signals?

    Luxury Hospitality French Riviera

    In this GPT-4o (native) reading, the Luxury Hospitality French Riviera market is framed as a trust hierarchy…

    Observed 13 July 2026 · Published 15 July 2026

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  24. Model Watch· Dated evidence · what was observed

    Italy's luxury hospitality — How does Claude Sonnet 4.6 frame the luxury hospitality market in Italy?

    Luxury Hospitality Italy (Amalfi/Como/Tuscany)

    GPT-4o (native) and Claude Sonnet 4.6 diverge significantly in their framing of the luxury hospitality market in Italy, with differences…

    Observed 13 July 2026 · Published 19 July 2026

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How each kind of work is cited

Measured readings — rankings and Query Spotlight
Governed measured reading. Cite it with its market, surface and observed window. The published metric table is available as data.csv and the complete record as citation.txt.
Narrative readings — DNC Lens and Model Watch
Governed narrative reading. Model statements are recorded verbatim and fact-checked; no metric table exists, so no CSV is offered. The complete record is available as citation.txt.
Context, method and reference
Editorial and contextual work. Cite it as context; for a factual or ranking claim, cite the dated governed readings it links to.
Actor records
Living record. Cite it with the date you retrieved it. For a ranking or factual claim, cite the dated evidence the record links to — never the record in its place.

Dates mean what they say: Observed is the window the surface was read; Published is when a reading went public; Text revision is when the exact accepted text first existed; Last reviewed is the review date a page declares. No digital object identifier is assigned; cite the canonical address.

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