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

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

    Luxury Hospitality Switzerland · AI Overview

    facebook.com holds the strongest AI opening share on this market across the 7-run window (August 31 – September 6, 2026), at 17.99%.

    Observed 31 August 2026 – 6 September 2026 · Published 8 September 2026

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  2. 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

    facebook.com holds the strongest AI citation share on the Luxury Hospitality Italy (Amalfi/Como/Tuscany) market across the 7-run window from August 31 – September 6, 2026, at 18.12%.

    Observed 31 August 2026 – 6 September 2026 · Published 12 September 2026

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  3. 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

    facebook.com holds the strongest AI citation share on the Luxury Hospitality St Barth market across 7 comparable scheduled runs (August 31 – September 6, 2026), recording 15.46%.

    Observed 31 August 2026 – 6 September 2026 · Published 12 September 2026

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  4. 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

    youtube.com holds the strongest AI citation share on this market at 21.43%, leading the top-5 panel on the AI Overview citation rail for Luxury Hospitality UAE across 7 comparable scheduled runs from August 31 – September 6, 2026.

    Observed 31 August 2026 – 6 September 2026 · Published 12 September 2026

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

    Who does AI cite most for Luxury Hospitality US Urban-Resort (NY/Miami), New York / Miami?

    Luxury Hospitality US Urban-Resort (NY/Miami) · AI citation

    youtube.com holds the strongest AI citation share on the Luxury Hospitality US Urban-Resort (NY/Miami) panel across the 7-run window from August 31 – September 6, 2026, at 21.84%.

    Observed 31 August 2026 – 6 September 2026 · Published 12 September 2026

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

    Who does AI cite most for Luxury Hospitality, French Riviera?

    Luxury Hospitality French Riviera · AI citation

    youtube.com holds the strongest AI citation share on the Luxury Hospitality French Riviera market at 23.45%, accumulated across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026.

    Observed 31 August 2026 – 6 September 2026 · Published 12 September 2026

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

    Who does AI cite most for Luxury Hospitality, London?

    Luxury Hospitality London · AI citation

    youtube.com holds the strongest AI citation share on the Luxury Hospitality London market across the 7-run window from August 31 – September 6, 2026, recording 31.98% of all AI Overview citations observed over the period.

    Observed 31 August 2026 – 6 September 2026 · Published 12 September 2026

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

    Who does AI cite most for Luxury Hospitality, Paris?

    Luxury Hospitality Paris · AI citation

    youtube.com holds the strongest AI citation share on the Luxury Hospitality Paris market across the 7-run window (August 31 – September 6, 2026), at 17.75%.

    Observed 31 August 2026 – 6 September 2026 · Published 12 September 2026

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  9. 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 the Luxury Hospitality Singapore market across the 7-run window August 31 – September 6, 2026, at 22.18%.

    Observed 31 August 2026 – 6 September 2026 · Published 11 September 2026

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

    Who does AI cite most for Luxury Hospitality, Switzerland?

    Luxury Hospitality Switzerland · AI citation

    youtube.com holds the strongest AI citation share on the Luxury Hospitality Switzerland market across the 7-run window August 31 – September 6, 2026, at 20.42%.

    Observed 31 August 2026 – 6 September 2026 · Published 12 September 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 August 31 – September 6, 2026, cntraveller.com most often holds the top organic position on the Luxury Hospitality Italy (Amalfi/Como/Tuscany) panel, with 58.36% observed presence as breadth context.

    Observed 31 August 2026 – 6 September 2026 · Published 7 September 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

    Across the 7-run window from August 31 – September 6, 2026, forbestravelguide.com most often holds the top organic position on the Luxury Hospitality St Barth surface, with 40.99% observed presence as breadth context.

    Observed 31 August 2026 – 6 September 2026 · Published 7 September 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 surface across 7 comparable scheduled runs from August 31 – September 6, 2026, showing 57.01% observed presence as breadth context across the top-5 panel.

    Observed 31 August 2026 – 6 September 2026 · Published 7 September 2026

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

    Who ranks first on Google for Luxury Hospitality US Urban-Resort (NY/Miami), New York / Miami?

    Luxury Hospitality US Urban-Resort (NY/Miami) · Organic search

    Across the 7-run observation period from August 31 – September 6, 2026, forbestravelguide.com most often holds the top organic position on the Luxury Hospitality US Urban-Resort (NY/Miami) panel of 5 actors, with 42.72% observed presence as breadth context.

    Observed 31 August 2026 – 6 September 2026 · Published 7 September 2026

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  15. 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

    Across 7 comparable scheduled runs from August 31 – September 6, 2026, yonder.fr most often holds the top organic position on the Luxury Hospitality French Riviera panel, with 49.65% observed presence as breadth context.

    Observed 31 August 2026 – 6 September 2026 · Published 7 September 2026

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  16. 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 surface across the 7-run window from August 31 – September 6, 2026, with 28.44% observed presence as breadth context.

    Observed 31 August 2026 – 6 September 2026 · Published 7 September 2026

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  17. 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 August 31 – September 6, 2026, yonder.fr most often holds the top organic position on the Luxury Hospitality Paris organic surface, with 39.86% observed presence as breadth context.

    Observed 31 August 2026 – 6 September 2026 · Published 7 September 2026

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  18. 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 (August 31 – September 6, 2026), with 36.60% observed presence as breadth context.

    Observed 31 August 2026 – 6 September 2026 · Published 6 September 2026

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

    Who ranks first on Google for Luxury Hospitality, Switzerland?

    Luxury Hospitality Switzerland · Organic search

    Across 7 comparable scheduled runs from August 31 – September 6, 2026, swissdeluxehotels.com most often holds the top organic position on the Luxury Hospitality Switzerland surface, with 35.44% observed presence as breadth context.

    Observed 31 August 2026 – 6 September 2026 · Published 7 September 2026

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  20. DNC Lens· Dated evidence · what was observed

    Dubai's luxury hospitality — Does lacking a licence make a UAE luxury provider untrustworthy — or just undocumented?

    Luxury Hospitality UAE

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

    Observed 31 August 2026 · Published 2 September 2026

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  21. DNC Lens· Dated evidence · what was observed

    Dubai's luxury hospitality — Is GPT-4o (web)'s trust-repair advice genuinely actionable or does it simply tell smaller actors to become more like the incumbents it already trusts?

    Luxury Hospitality UAE

    In this GPT-4o (web) reading, the UAE luxury hospitality market is framed as a visibility-stratified trust hierarchy in which major…

    Observed 31 August 2026 · Published 4 September 2026

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  22. Model Watch· Dated evidence · what was observed

    Dubai's luxury hospitality — What happens when a model tells you exactly why it ranked things the way it did?

    Luxury Hospitality UAE

    The two models diverge significantly in their framing of the UAE luxury hospitality market, with GPT-4o (native) emphasizing established…

    Observed 31 August 2026 · Published 6 September 2026

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  23. DNC Lens· Dated evidence · what was observed

    French Riviera's luxury hospitality — Does being visible online actually mean being trustworthy in luxury hospitality?

    Luxury Hospitality French Riviera

    In this GPT-4o (native) reading, trust in the French Riviera luxury hospitality market is framed as a function…

    Observed 31 August 2026 · Published 2 September 2026

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  24. Model Watch· Dated evidence · what was observed

    French Riviera's luxury hospitality — How do the models differ in their emphasis on local actors?

    Luxury Hospitality French Riviera

    Both models agree on the importance of brand recognition and media coverage in building trust but diverge on the emphasis of certain actors…

    Observed 31 August 2026 · Published 6 September 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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