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  1. DNC Lens· Dated evidence · what was observed

    Mykonos's luxury real estate — Is Sonar Pro (web)'s trust hierarchy for Mykonos advisory actually inverted relative to real-world advisory quality?

    Luxury Real Estate Advisory Mykonos

    In this Sonar Pro (web) reading, the Luxury Real Estate Advisory Mykonos market is framed as a visibility-driven trust hierarchy in which…

    Observed 3 August 2026 · Published 7 August 2026

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  2. DNC Lens· Dated evidence · what was observed

    New York's luxury real estate — Does Sonar Pro (web) ultimately admit that its own luxury advisory hierarchy is a construction rather than a discovery?

    Luxury Real Estate Advisory New York

    In this Sonar Pro (web) reading, Luxury Real Estate Advisory New York is framed as a market where trust is constructed through web-legible…

    Observed 3 August 2026 · Published 7 August 2026

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  3. DNC Lens· Dated evidence · what was observed

    New York's luxury real estate — How can a model claim to map trust in a segment it admits is largely invisible to it?

    Luxury Real Estate Advisory New York

    In this GPT-4o (web) reading, the New York luxury real estate advisory market is framed as a trust hierarchy anchored to media presence…

    Observed 3 August 2026 · Published 5 August 2026

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  4. DNC Lens· Dated evidence · what was observed

    Paris's luxury real estate — If the map is acknowledged as potentially biased, what is the map actually worth?

    Luxury Real Estate Advisory Paris

    In this GPT-4o (web) reading, the Paris luxury real estate advisory market is framed as a trust hierarchy constructed primarily from public…

    Observed 3 August 2026 · Published 5 August 2026

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  5. DNC Lens· Dated evidence · what was observed

    Paris's luxury real estate — If the most consequential actors in Paris luxury real estate are structurally invisible to the model, what is the trust map actually mapping?

    Luxury Real Estate Advisory Paris

    In this Sonar Pro (web) reading, the Luxury Real Estate Advisory Paris trust landscape is framed as governed by a 'invisible infrastructure…

    Observed 3 August 2026 · Published 7 August 2026

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  6. DNC Lens· Dated evidence · what was observed

    Singapore's luxury real estate — Does Sonar Pro (web) know it is over-trusting Sotheby's and Christie's?

    Luxury Real Estate Advisory Singapore

    In this Sonar Pro (web) reading, Luxury Real Estate Advisory Singapore is framed as a visibility-weighted trust landscape where…

    Observed 3 August 2026 · Published 6 August 2026

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  7. DNC Lens· Dated evidence · what was observed

    Singapore's luxury real estate — Should GPT-4o (web)'s self-declared bias warning invalidate its own trust tier conclusions?

    Luxury Real Estate Advisory Singapore

    In this GPT-4o (web) reading, Singapore's luxury real estate advisory market is framed as a trust hierarchy constructed primarily from…

    Observed 3 August 2026 · Published 4 August 2026

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  8. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory / Costa del Sol Marbella: “luxury real estate Marbella”

    Luxury Real Estate Advisory Marbella / Costa del Sol · Organic search · “luxury real estate Marbella”

    Across 7 comparable scheduled runs in the observation period (July 27 – August 2, 2026), Drumelia Real Estate holds median position 1 on the query "luxury real estate Marbella" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Marbella / Costa del Sol market.

    Observed 27 July 2026 – 2 August 2026 · Published 6 August 2026

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  9. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Hong Kong: “luxury real estate Hong Kong”

    Luxury Real Estate Advisory Hong Kong · Organic search · “luxury real estate Hong Kong”

    On the query "luxury real estate Hong Kong" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Hong Kong market, List Sotheby's International Realty Hong Kong holds the first organic position — median position 1 across 7 comparable scheduled runs in the observation period July 27 – August 2, 2026.

    Observed 27 July 2026 – 2 August 2026 · Published 5 August 2026

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  10. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Ibiza: “luxury real estate Ibiza”

    Luxury Real Estate Advisory Ibiza · Organic search · “luxury real estate Ibiza”

    Across 7 comparable scheduled runs in the observation period (July 27 – August 2, 2026), Prestige Properties Ibiza holds the first organic position on the query "luxury real estate Ibiza" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Ibiza market, with a median of position 1 and presence in 7 of 7 comparable runs (100%).

    Observed 27 July 2026 – 2 August 2026 · Published 6 August 2026

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  11. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory London: “luxury real estate London”

    Luxury Real Estate Advisory London · Organic search · “luxury real estate London”

    Across 7 comparable scheduled runs in the observation period (July 27 – August 2, 2026), List Sothebys International Realty holds median position 1 on the query "luxury real estate London" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory London market.

    Observed 27 July 2026 – 2 August 2026 · Published 6 August 2026

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  12. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Los Angeles: “luxury homes for sale Los Angeles”

    Luxury Real Estate Advisory Los Angeles · Organic search · “luxury homes for sale Los Angeles”

    Across 7 comparable scheduled runs in the observation period (July 27 – August 2, 2026), Zillow holds the median position 1 on the query "luxury homes for sale Los Angeles" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Los Angeles market.

    Observed 27 July 2026 – 2 August 2026 · Published 6 August 2026

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  13. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Monaco: “luxury real estate Monaco”

    Luxury Real Estate Advisory Monaco · Organic search · “luxury real estate Monaco”

    Across 7 comparable scheduled runs in the observation period (July 27 – August 2, 2026), sothebysrealty.com holds the first organic position on the query "luxury real estate Monaco" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Monaco market, with a median best organic position on this query of position 1.

    Observed 27 July 2026 – 2 August 2026 · Published 6 August 2026

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  14. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Mykonos: “luxury real estate Mykonos”

    Luxury Real Estate Advisory Mykonos · Organic search · “luxury real estate Mykonos”

    Across 7 comparable scheduled runs from July 27 – August 2, 2026, jamesedition.com holds median position 1 on the query "luxury real estate Mykonos" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Mykonos market in Greece on Google desktop.

    Observed 27 July 2026 – 2 August 2026 · Published 6 August 2026

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  15. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory New York: “luxury real estate New York”

    Luxury Real Estate Advisory New York · Organic search · “luxury real estate New York”

    Across 7 comparable scheduled runs in the observation period (July 27 – August 2, 2026), List Sothebys International Realty holds the first organic position on the query "luxury real estate New York" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory New York market.

    Observed 27 July 2026 – 2 August 2026 · Published 6 August 2026

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  16. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Paris: “immobilier de luxe Paris”

    Luxury Real Estate Advisory Paris · Organic search · “immobilier de luxe Paris”

    Across 7 comparable scheduled runs in the observation period (July 27 – August 2, 2026), parisouest-sothebysrealty.com holds median position 1 on the query "immobilier de luxe Paris" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Paris market.

    Observed 27 July 2026 – 2 August 2026 · Published 6 August 2026

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  17. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Singapore: “luxury real estate Singapore”

    Luxury Real Estate Advisory Singapore · Organic search · “luxury real estate Singapore”

    Across the 7-run observation period (July 27 – August 2, 2026) for the query "luxury real estate Singapore" in the Luxury Real Estate Advisory Singapore market, jamesedition.com holds the median position 1 on the organic surface.

    Observed 27 July 2026 – 2 August 2026 · Published 5 August 2026

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  18. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory South Florida Miami / Palm Beach: “Miami luxury real estate”

    Luxury Real Estate Advisory South Florida · Organic search · “Miami luxury real estate”

    Across 7 comparable scheduled runs in the observation period from July 27 – August 2, 2026, miamiluxuryrealestates.com holds position 1 on the query "Miami luxury real estate" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory South Florida market.

    Observed 27 July 2026 – 2 August 2026 · Published 6 August 2026

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  19. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Thailand Bangkok / Phuket: “luxury real estate Thailand”

    Luxury Real Estate Advisory Thailand · Organic search · “luxury real estate Thailand”

    Across 7 comparable scheduled runs in the observation period July 27 – August 2, 2026, List Sothebys International Realty holds position 1 on the query "luxury real estate Thailand" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Thailand market.

    Observed 27 July 2026 – 2 August 2026 · Published 5 August 2026

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  20. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory UAE Dubai: “luxury real estate Dubai”

    Luxury Real Estate Advisory UAE · Organic search · “luxury real estate Dubai”

    Across 7 comparable scheduled runs in the observation period (July 27 – August 2, 2026), theluxuryrealestate.ae holds median position 1 on the query "luxury real estate Dubai" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory UAE market in Dubai.

    Observed 27 July 2026 – 2 August 2026 · Published 6 August 2026

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

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

    Luxury Real Estate Advisory Los Angeles · AI Overview

    youtube.com holds the strongest AI opening share on the Luxury Real Estate Advisory Los Angeles market across 7 comparable scheduled runs (July 27 – August 2, 2026), recording 22.02% of all AI answer openings observed over the period.

    Observed 27 July 2026 – 2 August 2026

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

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

    Luxury Real Estate Advisory Monaco · AI Overview

    Across 7 comparable scheduled runs from July 27 – August 2, 2026, en.savills.mc holds the strongest AI opening share on this market for Luxury Real Estate Advisory Monaco at 17.70%, with Caroline Olds Real Estate second at 12.76% and balkin.mc third at 12.15%.

    Observed 27 July 2026 – 2 August 2026 · Published 4 August 2026

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

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

    Luxury Real Estate Advisory Mykonos · AI Overview

    Engel & Volkers Mykonos holds the strongest AI opening share on this market across the 7-run observation period (July 27 – August 2, 2026), recording 15.44% of all AI answer openings observed over the period.

    Observed 27 July 2026 – 2 August 2026

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

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

    Luxury Real Estate Advisory Paris · AI Overview

    homeselect.paris holds the rank-1 position on the AI Overview opening-control rail for Luxury Real Estate Advisory Paris across 7 comparable scheduled runs in the observation period July 27 – August 2, 2026, recording 40.28% AI opening share on this market.

    Observed 27 July 2026 – 2 August 2026 · Published 4 August 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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