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  1. DNC Lens· Dated evidence · what was observed

    Thailand's luxury villa rental — Where does the 0% licensed Airbnb figure come from, and does it still hold after the February 2025 enforcement crackdown?

    Luxury Villa Rental Thailand

    In this Claude Sonnet 4.6 (web) reading, the Luxury Villa Rental Thailand market is framed as one where trust attribution is systematically…

    Observed 14 September 2026 · Published 17 September 2026

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  2. Query Spotlight· Dated evidence · what was observed

    Luxury Villa Rental (Phuket & Koh Samui) Thailand: “what is the best luxury beachfront villa in thailand”

    Luxury Villa Rental Thailand · Organic search · “what is the best luxury beachfront villa in thailand”

    On the query "what is the best luxury beachfront villa in thailand" (Organic Ranking — Top 5) in the Luxury Villa Rental Thailand (Phuket & Koh Samui) market, Thailand Retreats holds the first organic position on this query with a median of position 1 across the 7-run observation period from September 7–13, 2026.

    Observed 7 September 2026 – 13 September 2026 · Published 16 September 2026

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  3. Query Spotlight· Dated evidence · what was observed

    UHNW Villa Rental / Costa del Sol Marbella: “reliable luxury villa rental Marbella”

    UHNW Villa Rental Marbella / Costa del Sol · Organic search · “reliable luxury villa rental Marbella”

    Across 7 comparable scheduled runs in the observation period September 7–13, 2026, The Luxury Villa Collection holds the first organic position on the query "reliable luxury villa rental Marbella" (Organic Ranking — Top 5) in the UHNW Villa Rental Marbella / Costa del Sol market.

    Observed 7 September 2026 – 13 September 2026 · Published 17 September 2026

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  4. Query Spotlight· Dated evidence · what was observed

    UHNW Villa Rental Bali: “reliable luxury villa rental Bali”

    UHNW Villa Rental Bali · Organic search · “reliable luxury villa rental Bali”

    Across 6 comparable scheduled runs in the observation period September 7–13, 2026, Elite Havens holds median position 1 on the query "reliable luxury villa rental Bali" (Organic Ranking — Top 5) in the UHNW Villa Rental Bali market, Indonesia.

    Observed 7 September 2026 – 13 September 2026 · Published 16 September 2026

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  5. Query Spotlight· Dated evidence · what was observed

    UHNW Villa Rental Cancun / Riviera Maya: “reliable luxury villa rental Cancun”

    UHNW Villa Rental Cancun / Riviera Maya · Organic search · “reliable luxury villa rental Cancun”

    Across 7 comparable scheduled runs in the observation period September 7–13, 2026, Villa Experience holds position 1 by median best organic position on this query for "reliable luxury villa rental Cancun" in the UHNW Villa Rental Cancun / Riviera Maya market.

    Observed 7 September 2026 – 13 September 2026 · Published 17 September 2026

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  6. Query Spotlight· Dated evidence · what was observed

    UHNW Villa Rental French Riviera Saint-Tropez / Cannes / Cap d'Antibes: “service conciergerie villa luxe French Riviera”

    UHNW Villa Rental French Riviera · Organic search · “service conciergerie villa luxe French Riviera”

    Across the 7-run observation period (September 7–13, 2026) for the query "service conciergerie villa luxe French Riviera" in the UHNW Villa Rental French Riviera market, beauchamp.com holds the median position 1 on the organic surface — but appeared in only 3 of 7 comparable runs (43%).

    Observed 7 September 2026 – 13 September 2026 · Published 17 September 2026

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  7. Query Spotlight· Dated evidence · what was observed

    UHNW Villa Rental Ibiza: “luxury villas Ibiza for rent”

    UHNW Villa Rental Ibiza · Organic search · “luxury villas Ibiza for rent”

    Across 7 comparable scheduled runs in the observation period September 7–13, 2026, domusnova.com holds the rank-1 best organic position on this query for "luxury villas Ibiza for rent" (Organic Ranking — Top 5) in the UHNW Villa Rental Ibiza market.

    Observed 7 September 2026 – 13 September 2026 · Published 17 September 2026

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  8. Query Spotlight· Dated evidence · what was observed

    UHNW Villa Rental Mykonos: “reliable luxury villa rental Mykonos”

    UHNW Villa Rental Mykonos · Organic search · “reliable luxury villa rental Mykonos”

    Across the 7-run observation period (September 7–13, 2026) for the query "reliable luxury villa rental Mykonos" in the UHNW Villa Rental Mykonos market, mykonosvillas.com holds position 1 by median best organic position on this query.

    Observed 7 September 2026 – 13 September 2026 · Published 17 September 2026

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  9. Query Spotlight· Dated evidence · what was observed

    UHNW Villa Rental South Florida Miami / Palm Beach: “book staffed villa Palm Beach”

    UHNW Villa Rental South Florida · Organic search · “book staffed villa Palm Beach”

    Across 7 comparable scheduled runs in the observation period September 7–13, 2026, Isle Blue holds median position 1 on the query "book staffed villa Palm Beach" (Organic Ranking — Top 5) in the UHNW Villa Rental South Florida market.

    Observed 7 September 2026 – 13 September 2026 · Published 17 September 2026

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  10. Query Spotlight· Dated evidence · what was observed

    UHNW Villa Rental St Barth St Barthélemy: “reliable luxury villa rental St Barth”

    UHNW Villa Rental St Barth · Organic search · “reliable luxury villa rental St Barth”

    Across 6 comparable scheduled runs in the observation period September 7–13, 2026, bucketlistvilla.com holds the median position 1 on the query "reliable luxury villa rental St Barth" (Organic Ranking — Top 5) in the UHNW Villa Rental St Barth market.

    Observed 7 September 2026 – 13 September 2026 · Published 17 September 2026

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

    Who controls Google's AI Overview for Luxury Villa Rental (Phuket & Koh Samui), Thailand?

    Luxury Villa Rental Thailand · AI Overview

    Forbes & Partners holds the strongest AI opening share on the Luxury Villa Rental Thailand (Phuket & Koh Samui) market at 29.07%, leading the top-10 panel across 7 comparable scheduled runs in the observation period September 7–13, 2026.

    Observed 7 September 2026 – 13 September 2026 · Published 14 September 2026

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

    Who controls Google's AI Overview for UHNW Villa Rental / Costa del Sol, Marbella?

    UHNW Villa Rental Marbella / Costa del Sol · AI Overview

    The Luxury Villa Collection holds the strongest AI opening share on the UHNW Villa Rental Marbella / Costa del Sol market across the 7-run window from September 7–13, 2026, recording 21.18% of all AI answer openings observed over the period.

    Observed 7 September 2026 – 13 September 2026 · Published 15 September 2026

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

    Who controls Google's AI Overview for UHNW Villa Rental French Riviera, Saint-Tropez / Cannes / Cap d'Antibes?

    UHNW Villa Rental French Riviera · AI Overview

    excellenceriviera.com holds the strongest AI opening share on this market across the 7-run window September 7–13, 2026, at 18.99%.

    Observed 7 September 2026 – 13 September 2026 · Published 15 September 2026

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

    Who controls Google's AI Overview for UHNW Villa Rental South Florida, Miami / Palm Beach?

    UHNW Villa Rental South Florida · AI Overview

    The Nightfall Group holds the strongest AI opening share on the UHNW Villa Rental South Florida market across the 7-run observation period (September 7–13, 2026), recording 18.22% of all AI answer openings observed over the period.

    Observed 7 September 2026 – 13 September 2026 · Published 15 September 2026

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

    Who controls Google's AI Overview for UHNW Villa Rental St Barth, St Barthélemy?

    UHNW Villa Rental St Barth · AI Overview

    facebook.com holds the strongest AI opening share on the UHNW Villa Rental St Barth market across the 6-run window September 7–13, 2026, at 13.59%.

    Observed 7 September 2026 – 13 September 2026 · Published 15 September 2026

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

    Who controls Google's AI Overview for UHNW Villa Rental, Bali?

    UHNW Villa Rental Bali · AI Overview

    Across 6 comparable scheduled runs in the observation period September 7–13, 2026, Elite Havens holds the strongest AI opening share on the UHNW Villa Rental Bali market at 27.35%, leading a top-10 panel observed on Google desktop in Indonesia.

    Observed 7 September 2026 – 13 September 2026 · Published 14 September 2026

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

    Who controls Google's AI Overview for UHNW Villa Rental, Cancun / Riviera Maya?

    UHNW Villa Rental Cancun / Riviera Maya · AI Overview

    Villa Experience holds the strongest AI opening share on the UHNW Villa Rental Cancun / Riviera Maya market across the 7-run window September 7–13, 2026, recording 36.88% of all AI answer openings observed over the period.

    Observed 7 September 2026 – 13 September 2026 · Published 15 September 2026

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

    Who controls Google's AI Overview for UHNW Villa Rental, Ibiza?

    UHNW Villa Rental Ibiza · AI Overview

    Nightfall Group holds the strongest AI opening share on this market across the 7-run window September 7–13, 2026, at 14.83%.

    Observed 7 September 2026 – 13 September 2026 · Published 15 September 2026

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

    Who controls Google's AI Overview for UHNW Villa Rental, Mykonos?

    UHNW Villa Rental Mykonos · AI Overview

    BlueVillas Collection holds the strongest AI opening share on the UHNW Villa Rental Mykonos market across the 7-run window September 7–13, 2026, at 17.36%.

    Observed 7 September 2026 – 13 September 2026 · Published 15 September 2026

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

    Who does AI cite most for Luxury Villa Rental (Phuket & Koh Samui), Thailand?

    Luxury Villa Rental Thailand · AI citation

    Forbes & Partners holds the strongest AI citation share on the Luxury Villa Rental Thailand (Phuket & Koh Samui) panel at 23.62%, accumulated across 7 comparable scheduled runs from September 7–13, 2026.

    Observed 7 September 2026 – 13 September 2026 · Published 18 September 2026

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

    Who does AI cite most for UHNW Villa Rental / Costa del Sol, Marbella?

    UHNW Villa Rental Marbella / Costa del Sol · AI citation

    The Luxury Villa Collection holds the strongest AI citation share on the UHNW Villa Rental Marbella / Costa del Sol panel at 16.91%, observed across 7 comparable scheduled runs in the observation period September 7–13, 2026.

    Observed 7 September 2026 – 13 September 2026 · Published 19 September 2026

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

    Who does AI cite most for UHNW Villa Rental French Riviera, Saint-Tropez / Cannes / Cap d'Antibes?

    UHNW Villa Rental French Riviera · AI citation

    excellenceriviera.com holds the strongest AI citation share on the UHNW Villa Rental French Riviera market across the 7-run window (September 7–13, 2026), recording 18.07% of all AI Overview citations observed over the period.

    Observed 7 September 2026 – 13 September 2026 · Published 19 September 2026

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

    Who does AI cite most for UHNW Villa Rental South Florida, Miami / Palm Beach?

    UHNW Villa Rental South Florida · AI citation

    The Nightfall Group holds the strongest AI citation share on the UHNW Villa Rental South Florida market across the 7-run window September 7–13, 2026, at 13.50%.

    Observed 7 September 2026 – 13 September 2026 · Published 19 September 2026

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

    Who does AI cite most for UHNW Villa Rental St Barth, St Barthélemy?

    UHNW Villa Rental St Barth · AI citation

    Across 6 comparable scheduled runs in the observation period September 7–13, 2026, The Nightfall Group holds the strongest AI citation share on this market at 13.65%, leading the top-5 panel on the AI Overview citation rail for UHNW Villa Rental St Barth.

    Observed 7 September 2026 – 13 September 2026 · Published 19 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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