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  1. Model Watch· Dated evidence · what was observed

    Luxury yacht charter in Athens / Mykonos / Santorini / Corfu — Which actors does an AI surface when its data is entirely off-topic?

    Luxury Yachting Greece

    The two sides diverge significantly, with Gemini 2.5 Pro (native) providing a detailed market hierarchy, while Gemini 2.5 Pro (web) reports…

    Observed 21 July 2026 · Published 26 July 2026

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  2. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Bali / Komodo / Raja Ampat — Is a well-designed website actually evidence that a yacht is safe?

    Luxury Yachting Indonesia

    In this Gemini 2.5 Pro (native) reading, the Indonesian luxury yacht charter market is framed as a trust hierarchy…

    Observed 21 July 2026 · Published 21 July 2026

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  3. Model Watch· Dated evidence · what was observed

    Luxury yacht charter in Bali / Komodo / Raja Ampat — When an AI finds no data, does it say so — or does it fill the gap silently?

    Luxury Yachting Indonesia

    The two sides diverge significantly in their approach to mapping trust in the Indonesian luxury yachting market, with the native model…

    Observed 21 July 2026 · Published 25 July 2026

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  4. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Maldives / Seychelles — What market does AI actually describe when it admits it punishes the operators who don't shout?

    Luxury Yachting Indian Ocean

    In this Gemini 2.5 Pro (native) reading, the luxury yacht charter market in the Maldives and Seychelles is framed…

    Observed 21 July 2026 · Published 22 July 2026

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  5. Model Watch· Dated evidence · what was observed

    Luxury yacht charter in Maldives / Seychelles — Which actors does AI surface when a luxury market has no data — and what does that cast list reveal?

    Luxury Yachting Indian Ocean

    The two sides diverge significantly in their framing of the Luxury Yachting Indian Ocean market, with one focusing on a distorted luxury…

    Observed 21 July 2026 · Published 26 July 2026

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  6. Model Watch· Dated evidence · what was observed

    Luxury yacht charter in Miami / Palm Beach — What limitations does Gemini 2.5 Pro (web) acknowledge in its market analysis?

    Luxury Yachting South Florida

    The two sides diverge significantly in their framing of the market and the actors…

    Observed 21 July 2026 · Published 26 July 2026

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  7. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Miami / Palm Beach — When Gemini 2.5 Pro (web) disclaims its own market analysis, what does that signal about the reliability of AI-generated trust maps under data-skew conditions?

    Luxury Yachting South Florida

    In this Gemini 2.5 Pro (web) reading, the Luxury Yachting South Florida charter market is framed as a distressed asset class where trust…

    Observed 21 July 2026 · Published 24 July 2026

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  8. Model Watch· Dated evidence · what was observed

    Luxury yacht charter in Phuket / Koh Samui — How does the absence of data affect the naming of actors in AI's trust map?

    Luxury Yachting Thailand

    The two sides diverge significantly in their approach to the Luxury Yachting Thailand market, with Side Gemini 2.5 Pro providing a detailed…

    Observed 21 July 2026 · Published 25 July 2026

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  9. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Phuket / Koh Samui — When Gemini 2.5 Pro (web) names global brokerages it admits it cannot verify, what does that tell us about how AI populates a market it cannot see?

    Luxury Yachting Thailand

    In this Gemini 2.5 Pro (web) reading, the Luxury Yachting Thailand trust landscape is framed as a speculative schema-driven reconstruction…

    Observed 21 July 2026 · Published 23 July 2026

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  10. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Amalfi / Capri / Positano — If the entity most responsible for yacht quality and crew standards is invisible to AI, what is AI's trust map actually measuring?

    Luxury Yachting Italy / Amalfi Coast

    In this Gemini 2.5 Pro (native) reading, the Amalfi Coast luxury yacht charter market is framed as a trust…

    Observed 20 July 2026 · Published 22 July 2026

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  11. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Athens / Mykonos / Santorini / Corfu — If the model knows its primary source is fictional, why does it build an analysis on it?

    Luxury Yachting Greece

    In this Gemini 2.5 Pro (web) reading, the Luxury Yachting Greece market is framed as structurally invisible and implicitly high-risk — not…

    Observed 20 July 2026 · Published 24 July 2026

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  12. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Bali / Komodo / Raja Ampat — Does a slick website make a yacht safer — or does Gemini just think it does?

    Luxury Yachting Indonesia

    In this Gemini 2.5 Pro (web) reading, the Luxury Yachting Indonesia trust landscape is framed as a projection of Western-centric…

    Observed 20 July 2026 · Published 23 July 2026

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  13. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Cannes / Antibes / Saint-Tropez — If the captain is the most important trust signal on a yacht, why can't Gemini see them?

    Luxury Yachting Côte d'Azur

    In this Gemini 2.5 Pro (native) reading, the Luxury Yachting Côte d'Azur charter market is framed as a trust…

    Observed 20 July 2026 · Published 22 July 2026

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  14. Model Watch· Dated evidence · what was observed

    Luxury yacht charter in Cannes / Antibes / Saint-Tropez — What limitations do AI models admit in their analysis of the Côte d'Azur yachting market?

    Luxury Yachting Côte d'Azur

    The two models diverge significantly in their framing of the luxury yachting market on the Côte d'Azur, with one focusing on digital…

    Observed 20 July 2026 · Published 26 July 2026

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  15. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Cannes / Antibes / Saint-Tropez — When Gemini 2.5 Pro says trust here is a PR function, is it describing the market — or describing itself?

    Luxury Yachting Côte d'Azur

    In this Gemini 2.5 Pro (web) reading, the Luxury Yachting Côte d'Azur charter market is framed as a landscape where trust is a function…

    Observed 20 July 2026 · Published 24 July 2026

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  16. Model Watch· Dated evidence · what was observed

    Luxury yacht charter in Dubai / Abu Dhabi — How does a geopolitical crisis impact AI's market framing?

    Luxury Yachting UAE

    The two models diverge significantly in their framing of the Luxury Yachting UAE market, with one focusing on commercial roles…

    Observed 20 July 2026 · Published 26 July 2026

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  17. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Dubai / Abu Dhabi — Is a trust map that is most confident about the least valuable segment useful for luxury market strategy?

    Luxury Yachting UAE

    In this Gemini 2.5 Pro (native) reading, the UAE luxury yacht charter market is framed as algorithmically legible…

    Observed 20 July 2026 · Published 22 July 2026

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  18. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Dubai / Abu Dhabi — When a model warns you not to use its own answer, what does that say about the answer's fitness for purpose?

    Luxury Yachting UAE

    In this Gemini 2.5 Pro (web) reading, the UAE luxury yacht charter market is framed as entirely occluded by acute conflict signals…

    Observed 20 July 2026 · Published 24 July 2026

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  19. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Maldives / Seychelles — When a model admits its own logical fallacy, should the conclusion still stand?

    Luxury Yachting Indian Ocean

    In this Gemini 2.5 Pro (web) reading, the luxury yachting market in the Indian Ocean is framed as contextually irrelevant and non-existent…

    Observed 20 July 2026 · Published 24 July 2026

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  20. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Miami / Palm Beach — How does Gemini 2.5 Pro (native) really feel about Instagram-only yacht charter operators?

    Luxury Yachting South Florida

    In this Gemini 2.5 Pro (native) reading, the South Florida luxury yacht charter market is framed as a system where…

    Observed 20 July 2026 · Published 22 July 2026

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  21. DNC Lens· Dated evidence · what was observed

    Luxury yacht charter in Phuket / Koh Samui — Could the best yacht charter operators in Thailand be completely invisible to Gemini — and does the model know it?

    Luxury Yachting Thailand

    In this Gemini 2.5 Pro (native) reading, the Thai luxury yacht charter trust landscape is framed as a distorted…

    Observed 20 July 2026 · Published 21 July 2026

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  22. Model Watch· Dated evidence · what was observed

    Saint Barthelemy's luxury yacht charter — How do the native and web modes of Gemini 2.5 Pro differ in their market analysis?

    Luxury Yacht Charter St. Barthélemy

    The two models diverge significantly in their ability to address the luxury yacht charter market in St. Barthélemy, with the native model…

    Observed 20 July 2026 · Published 26 July 2026

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  23. DNC Lens· Dated evidence · what was observed

    Saint Barthelemy's luxury yacht charter — How rare is it for a model to name its own ranking signals this precisely — and what does that transparency reveal?

    Luxury Yacht Charter St. Barthélemy

    In this Gemini 2.5 Pro (native) reading, the luxury yacht charter market in St. Barthélemy is framed…

    Observed 20 July 2026 · Published 22 July 2026

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  24. DNC Lens· Dated evidence · what was observed

    Saint Barthelemy's luxury yacht charter — When a model refuses to fabricate, is that a feature or a failure — and who decides?

    Luxury Yacht Charter St. Barthélemy

    In this Gemini 2.5 Pro (web) reading, the Luxury Yacht Charter St. Barthélemy market is framed as entirely invisible — not because…

    Observed 20 July 2026 · Published 24 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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