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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. DNC Lens· Dated evidence · what was observed

    Luxury hospitality in New York / Miami — How much analytical weight can one unnamed-methodology index carry in a market-level trust assessment?

    Luxury Hospitality US Urban-Resort (NY/Miami)

    In this GPT-4o (web) reading, the luxury hospitality trust landscape in New York and Miami is framed as structurally skewed toward…

    Observed 12 October 2026 · Published 14 October 2026

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

    Who controls Google's AI Overview for Luxury Hospitality US Urban-Resort (NY/Miami), New York / Miami?

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

    instagram.com holds the strongest AI opening share on the Luxury Hospitality US Urban-Resort (NY/Miami) market at 22.27%, observed across 7 comparable scheduled runs in the observation period October 5–11, 2026.

    Observed 5 October 2026 – 11 October 2026 · Published 13 October 2026

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  3. 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 7 comparable scheduled runs from October 5–11, 2026, forbestravelguide.com most often holds the top organic position on the Luxury Hospitality US Urban-Resort (NY/Miami) surface, recording 17.14% observed presence (seen on % of queries) as breadth context.

    Observed 5 October 2026 – 11 October 2026 · Published 12 October 2026

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  4. DNC Lens· Dated evidence · what was observed

    Luxury hospitality in New York / Miami — How much of AI's luxury hospitality trust map rests on a single marketing blog?

    Luxury Hospitality US Urban-Resort (NY/Miami)

    In this Google AI Mode (deep-search) reading, trust distribution in US urban-resort luxury hospitality is framed as a structurally biased…

    Observed 5 October 2026 · Published 9 October 2026

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  5. DNC Lens· Dated evidence · what was observed

    Luxury hospitality in New York / Miami — If the most capable luxury hospitality operators are invisible to AI, who is AI's trust map actually serving?

    Luxury Hospitality US Urban-Resort (NY/Miami)

    In this Claude Sonnet 4.6 (native) reading, the luxury hospitality US urban-resort market is framed as a trust landscape where brand scale…

    Observed 5 October 2026 · Published 7 October 2026

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  6. Model Watch· Dated evidence · what was observed

    Luxury hospitality in New York / Miami — What blind spots does Claude Sonnet 4.6 have in its market reading?

    Luxury Hospitality US Urban-Resort (NY/Miami)

    Claude Sonnet 4.6 (native) and Google AI Mode (deep-search) diverge significantly in their framing of the luxury hospitality market in New…

    Observed 5 October 2026 · Published 11 October 2026

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  7. Query Spotlight· Dated evidence · what was observed

    Luxury Hospitality US Urban-Resort (NY/Miami) New York / Miami: “most exclusive hotels in New York City”

    Luxury Hospitality US Urban-Resort (NY/Miami) · Organic search · “most exclusive hotels in New York City”

    Across 7 comparable scheduled runs (September 28 – October 4, 2026) on the query "most exclusive hotels in New York City" (Organic Ranking — Top 5), fivestaralliance.com and forbestravelguide.com share a median best organic position of position 1, each appearing in 3 of 7 comparable runs.

    Observed 28 September 2026 – 4 October 2026 · Published 8 October 2026

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

    Who controls Google's AI Overview for Luxury Hospitality US Urban-Resort (NY/Miami), New York / Miami?

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

    instagram.com holds the strongest AI opening share on the Luxury Hospitality US Urban-Resort (NY/Miami) market at 22.68%, accumulated across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026.

    Observed 28 September 2026 – 4 October 2026 · Published 6 October 2026

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  9. 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

    instagram.com holds the strongest AI citation share on the Luxury Hospitality US Urban-Resort (NY/Miami) market across the 7-run window September 28 – October 4, 2026, at 22.24%.

    Observed 28 September 2026 – 4 October 2026 · Published 10 October 2026

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  10. 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

    forbestravelguide.com most often holds the top organic position on the Luxury Hospitality US Urban-Resort (NY/Miami) surface across the 7-run window from September 28 – October 4, 2026, showing 20.41% observed presence as breadth context.

    Observed 28 September 2026 – 4 October 2026 · Published 5 October 2026

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  11. DNC Lens· Dated evidence · what was observed

    Luxury hospitality in New York / Miami — How many independent sources does Gemini 2.5 Pro (web) actually use to describe this entire market?

    Luxury Hospitality US Urban-Resort (NY/Miami)

    In this Gemini 2.5 Pro (web) reading, the luxury US urban-resort hospitality market is framed as a static, citation-driven hierarchy where…

    Observed 28 September 2026 · Published 2 October 2026

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  12. DNC Lens· Dated evidence · what was observed

    Luxury hospitality in New York / Miami — If the most exclusive tier of the market is invisible to the model, what does its trust map actually measure?

    Luxury Hospitality US Urban-Resort (NY/Miami)

    In this Gemini 2.5 Pro (native) reading, the luxury hospitality trust hierarchy in NY/Miami is framed…

    Observed 28 September 2026 · Published 30 September 2026

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  13. Model Watch· Dated evidence · what was observed

    Luxury hospitality in New York / Miami — Where do AI models express confidence or uncertainty in market readings?

    Luxury Hospitality US Urban-Resort (NY/Miami)

    Gemini 2.5 Pro (native) and Gemini 2.5 Pro (web) diverge significantly in their construction of the luxury hospitality market…

    Observed 28 September 2026 · Published 4 October 2026

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  14. Query Spotlight· Dated evidence · what was observed

    Luxury Hospitality US Urban-Resort (NY/Miami) New York / Miami: “best luxury hotels New York and Miami”

    Luxury Hospitality US Urban-Resort (NY/Miami) · Organic search · “best luxury hotels New York and Miami”

    Across 7 comparable scheduled runs in the observation period September 21–27, 2026, forbestravelguide.com holds the median position 1 on the query "best luxury hotels New York and Miami" (Organic Ranking — Top 5) in the Luxury Hospitality US Urban-Resort (NY/Miami) market.

    Observed 21 September 2026 – 27 September 2026 · Published 1 October 2026

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

    Who controls Google's AI Overview for Luxury Hospitality US Urban-Resort (NY/Miami), New York / Miami?

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

    facebook.com holds the strongest AI opening share on the Luxury Hospitality US Urban-Resort (NY/Miami) panel at 18.48%, observed across 7 comparable scheduled runs in the observation period September 21–27, 2026.

    Observed 21 September 2026 – 27 September 2026 · Published 29 September 2026

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  16. 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) market at 20.27%, observed across 7 comparable scheduled runs from September 21–27, 2026.

    Observed 21 September 2026 – 27 September 2026 · Published 3 October 2026

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  17. 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

    forbestravelguide.com most often holds the top organic position on the Luxury Hospitality US Urban-Resort (NY/Miami) surface across the 7-run window of September 21–27, 2026, with 35.92% observed presence as breadth context.

    Observed 21 September 2026 – 27 September 2026 · Published 28 September 2026

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  18. DNC Lens· Dated evidence · what was observed

    Luxury hospitality in New York / Miami — Does Claude Sonnet 4.6 (native) admit that bad performance at a famous hotel is less damaging to its trust score than obscurity at a great one?

    Luxury Hospitality US Urban-Resort (NY/Miami)

    In this Claude Sonnet 4.6 (native) reading, the Luxury Hospitality US Urban-Resort (NY/Miami) market is framed as one where trust…

    Observed 21 September 2026 · Published 25 September 2026

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  19. Model Watch· Dated evidence · what was observed

    Luxury hospitality in New York / Miami — How does Claude Sonnet 4.6 reason about market dynamics?

    Luxury Hospitality US Urban-Resort (NY/Miami)

    The two models diverge significantly in their framing of the market, with GPT-4o (native) focusing on brand recognition and editorial…

    Observed 21 September 2026 · Published 27 September 2026

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  20. DNC Lens· Dated evidence · what was observed

    Luxury hospitality in New York / Miami — If boutique operators are invisible in AI narratives, why does this model's own answer not name a single one?

    Luxury Hospitality US Urban-Resort (NY/Miami)

    In this GPT-4o (native) reading, the Luxury Hospitality US Urban-Resort (NY/Miami) market is framed as a trust…

    Observed 21 September 2026 · Published 23 September 2026

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  21. Query Spotlight· Dated evidence · what was observed

    Luxury Hospitality US Urban-Resort (NY/Miami) New York / Miami: “Michelin Key vs Forbes Five-Star rating what's the difference”

    Luxury Hospitality US Urban-Resort (NY/Miami) · Organic search · “Michelin Key vs Forbes Five-Star rating what's the difference”

    On the query "Michelin Key vs Forbes Five-Star rating what's the difference" (Organic Ranking — Top 5), linkedin.com holds the first organic position by median best organic position on this query across the 7-run observation period September 14–20, 2026 in the Luxury Hospitality US Urban-Resort (NY/Miami) market.

    Observed 14 September 2026 – 20 September 2026 · Published 24 September 2026

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

    Who controls Google's AI Overview for Luxury Hospitality US Urban-Resort (NY/Miami), New York / Miami?

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

    facebook.com holds the strongest AI opening share on the Luxury Hospitality US Urban-Resort (NY/Miami) market across the 7-run window September 14–20, 2026, recording 21.48% of all AI answer openings observed over the period.

    Observed 14 September 2026 – 20 September 2026 · Published 22 September 2026

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  23. 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 this market across the 7-run window September 14–20, 2026, at 20.34%.

    Observed 14 September 2026 – 20 September 2026 · Published 26 September 2026

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  24. 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

    forbestravelguide.com most often holds the top organic position on the Luxury Hospitality US Urban-Resort (NY/Miami) organic surface across the 7-run window September 14–20, 2026, with 42.99% observed presence as breadth context.

    Observed 14 September 2026 – 20 September 2026 · Published 21 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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