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

    Who controls Google's AI Overview for Luxury Real Estate Advisory, Singapore?

    Luxury Real Estate Advisory Singapore · AI Overview

    PropertyGuru Singapore holds the strongest AI opening share on the Luxury Real Estate Advisory Singapore market across the 7-run window October 5–11, 2026, recording 20.69% of all AI answer openings observed over the period.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory / Costa del Sol, Marbella?

    Luxury Real Estate Advisory Marbella / Costa del Sol · Organic search

    idealista.com most often holds the top organic position on the Luxury Real Estate Advisory Marbella / Costa del Sol panel across 7 comparable scheduled runs (October 5–11, 2026), with 27.34% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory South Florida, Miami / Palm Beach?

    Luxury Real Estate Advisory South Florida · Organic search

    zillow.com most often holds the top organic position on the Luxury Real Estate Advisory South Florida panel across 7 comparable runs (October 5–11, 2026), with 46.08% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory Thailand, Bangkok / Phuket?

    Luxury Real Estate Advisory Thailand · Organic search

    Facebook most often holds the top organic position on the Luxury Real Estate Advisory Thailand surface across 7 comparable scheduled runs from October 5–11, 2026, with 73.57% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory UAE, Dubai?

    Luxury Real Estate Advisory UAE · Organic search

    LinkedIn most often holds the top organic position on the Luxury Real Estate Advisory UAE surface across the 7-run window from October 5–11, 2026, with 46.58% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory, Hong Kong?

    Luxury Real Estate Advisory Hong Kong · Organic search

    habitat-property.com most often holds the top organic position on the Luxury Real Estate Advisory Hong Kong surface across 7 comparable scheduled runs (October 5–11, 2026), with 22.68% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory, Ibiza?

    Luxury Real Estate Advisory Ibiza · Organic search

    ibizaprestige.com most often holds the top organic position on the Luxury Real Estate Advisory Ibiza surface across 7 comparable scheduled runs (October 5–11, 2026), with 22.74% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory, London?

    Luxury Real Estate Advisory London · Organic search

    Across the 7-run window from October 5–11, 2026, Sotheby's International Realty most often holds the top organic position on the Luxury Real Estate Advisory London panel, recording 31.97% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory, Los Angeles?

    Luxury Real Estate Advisory Los Angeles · Organic search

    Sotheby's International Realty most often holds the top organic position on the Luxury Real Estate Advisory Los Angeles panel across the 7-run window from October 5–11, 2026, with 26.66% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory, Monaco?

    Luxury Real Estate Advisory Monaco · Organic search

    montecarlo-realestate.com most often holds the top organic position on the Luxury Real Estate Advisory Monaco surface across the 7-run window from October 5–11, 2026, recording 26.98% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory, Mykonos?

    Luxury Real Estate Advisory Mykonos · Organic search

    Engel & Völkers most often holds the top organic position on the Luxury Real Estate Advisory Mykonos panel across 7 comparable scheduled runs in the observation period October 5–11, 2026, with 19.58% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory, New York?

    Luxury Real Estate Advisory New York · Organic search

    Across the 7-run window from October 5–11, 2026, zillow.com most often holds the top organic position on the Luxury Real Estate Advisory New York panel of 5 actors, with 39.17% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory, Paris?

    Luxury Real Estate Advisory Paris · Organic search

    bellesdemeures.com most often holds the top organic position on the Luxury Real Estate Advisory Paris surface across the 7-run window (October 5–11, 2026), with 43.40% observed presence as breadth context.

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

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

    Who ranks first on Google for Luxury Real Estate Advisory, Singapore?

    Luxury Real Estate Advisory Singapore · Organic search

    propertyguru.com.sg most often holds the top organic position on the Luxury Real Estate Advisory Singapore panel across 7 comparable scheduled runs (October 5–11, 2026), with 45.77% observed presence as breadth context.

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

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  15. DNC Lens· Dated evidence · what was observed

    Dubai's luxury real estate — How much of the UAE luxury real estate advisory market does Claude Sonnet 4.6 (native) admit it can actually map with confidence?

    Luxury Real Estate Advisory UAE

    In this Claude Sonnet 4.6 (native) reading, the UAE luxury real estate advisory market is framed as a trust landscape where visibility…

    Observed 5 October 2026 · Published 7 October 2026

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  16. DNC Lens· Dated evidence · what was observed

    Dubai's luxury real estate — If the most exclusive deals happen on WhatsApp, what does AI actually know about the top of the market?

    Luxury Real Estate Advisory UAE

    In this Google AI Mode (deep-search) reading, the UAE luxury real estate advisory market is framed as one where narrative dominance…

    Observed 5 October 2026 · Published 9 October 2026

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  17. Model Watch· Dated evidence · what was observed

    Dubai's luxury real estate — Which actors does Google AI Mode trust in UAE luxury real estate?

    Luxury Real Estate Advisory UAE

    The two models diverge significantly in their framing of trust distribution in the UAE luxury real estate advisory market, with Claude…

    Observed 5 October 2026 · Published 11 October 2026

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  18. DNC Lens· Dated evidence · what was observed

    Hong Kong's luxury real estate — How should a trust map be read when its author admits the most consequential actors are invisible to it?

    Luxury Real Estate Advisory Hong Kong

    In this Claude Sonnet 4.6 (native) reading, the Hong Kong luxury real estate advisory market is framed as institutionally legible at…

    Observed 5 October 2026 · Published 6 October 2026

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  19. DNC Lens· Dated evidence · what was observed

    Hong Kong's luxury real estate — If this liquidity is truly invisible to AI, how does this answer see it?

    Luxury Real Estate Advisory Hong Kong

    In this Google AI Mode (deep-search) reading, AI-generated explanations of Hong Kong luxury real estate advisory are framed as structurally…

    Observed 5 October 2026 · Published 8 October 2026

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  20. Model Watch· Dated evidence · what was observed

    Hong Kong's luxury real estate — Which actors does Claude Sonnet 4.6 name in the Hong Kong luxury real estate market?

    Luxury Real Estate Advisory Hong Kong

    The two models diverge significantly in their framing of the Hong Kong luxury real estate advisory market, with Claude Sonnet 4.6 focusing…

    Observed 5 October 2026 · Published 10 October 2026

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  21. DNC Lens· Dated evidence · what was observed

    Ibiza's luxury real estate — Is 'predictive liquidity mapping via aviation telemetry' a real advisory capability or a rhetorical flourish?

    Luxury Real Estate Advisory Ibiza

    In this Google AI Mode (deep-search) reading, the Ibiza luxury real estate advisory market is framed as a sophisticated, constraint-driven…

    Observed 5 October 2026 · Published 9 October 2026

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  22. DNC Lens· Dated evidence · what was observed

    Ibiza's luxury real estate — What does it mean that AI is most confident about the actors it says matter least?

    Luxury Real Estate Advisory Ibiza

    In this Claude Sonnet 4.6 (native) reading, Luxury Real Estate Advisory Ibiza is framed as a market where trust is concentrated where…

    Observed 5 October 2026 · Published 7 October 2026

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  23. Model Watch· Dated evidence · what was observed

    Ibiza's luxury real estate — Where do AI models express confidence or uncertainty in their framing?

    Luxury Real Estate Advisory Ibiza

    The two models diverge significantly in their framing of the Ibiza luxury real estate market, with Claude Sonnet 4.6 focusing on borrowed…

    Observed 5 October 2026 · Published 11 October 2026

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  24. DNC Lens· Dated evidence · what was observed

    London's luxury real estate — Does Google AI Mode's answer describe the market objectively, or does it construct a problem it then offers to solve?

    Luxury Real Estate Advisory London

    In this Google AI Mode (deep-search) reading, the London luxury real estate advisory market is framed as one where narrative dominance…

    Observed 5 October 2026 · Published 9 October 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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