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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, Paris?

    Luxury Real Estate Advisory Paris · AI Overview

    Across 7 comparable scheduled runs in the observation period October 5–11, 2026, parisouest-sothebysrealty.com holds the strongest AI opening share on the Luxury Real Estate Advisory Paris market at 21.07%.

    Observed 5 October 2026 – 11 October 2026 · Published 13 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, 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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  3. Model Watch· Dated evidence · what was observed

    Paris's luxury real estate — How do models differ in assessing trust?

    Luxury Real Estate Advisory Paris

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

    Observed 5 October 2026 · Published 11 October 2026

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  4. DNC Lens· Dated evidence · what was observed

    Paris's luxury real estate — If AI can't find the notary-aligned boutiques, does their 'quiet authority' tier actually exist?

    Luxury Real Estate Advisory Paris

    In this Google AI Mode (deep-search) reading, trust in the Parisian luxury real estate advisory market is framed as algorithmically…

    Observed 5 October 2026 · Published 9 October 2026

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  5. DNC Lens· Dated evidence · what was observed

    Paris's luxury real estate — If the model's most trusted actor type is also its most invisible, what is the trust map actually measuring?

    Luxury Real Estate Advisory Paris

    In this Claude Sonnet 4.6 (native) reading, the Luxury Real Estate Advisory Paris market is framed as one where the model's trust hierarchy…

    Observed 5 October 2026 · Published 7 October 2026

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  6. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Paris: “meilleure agence immobilière de luxe Paris”

    Luxury Real Estate Advisory Paris · Organic search · “meilleure agence immobilière de luxe Paris”

    Across the 7-run observation period (September 28 – October 4, 2026) for the query "meilleure agence immobilière de luxe Paris" in the Luxury Real Estate Advisory Paris market, Belles Demeures holds the median organic position 1 — but appeared in only 3 of 7 comparable runs (43%).

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

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  7. 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

    parisouest-sothebysrealty.com holds the strongest AI opening share on this market across the 7-run window (September 28 – October 4, 2026), at 19.23%.

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

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

    Who does AI cite most for Luxury Real Estate Advisory, Paris?

    Luxury Real Estate Advisory Paris · AI citation

    youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory Paris market at 19.90%, observed across 7 comparable scheduled runs in the observation period September 28 – October 4, 2026.

    Observed 28 September 2026 – 4 October 2026 · Published 10 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, 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 7 comparable scheduled runs in the September 28 – October 4, 2026 window, with 42.04% observed presence as breadth context.

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

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  10. DNC Lens· Dated evidence · what was observed

    Paris's luxury real estate — If an advisory firm's competitive advantage is silence, is it penalised by every AI-generated market map?

    Luxury Real Estate Advisory Paris

    In this Gemini 2.5 Pro (web) reading, the Paris luxury real estate advisory market is framed as a trust landscape governed by 'thought…

    Observed 28 September 2026 · Published 2 October 2026

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  11. Model Watch· Dated evidence · what was observed

    Paris's luxury real estate — What blind spots exist in the AI's understanding of the luxury real estate market?

    Luxury Real Estate Advisory Paris

    Both models highlight the AI's focus on visible market actors and its omission of the off-market segment, but they diverge…

    Observed 28 September 2026 · Published 4 October 2026

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  12. DNC Lens· Dated evidence · what was observed

    Paris's luxury real estate — When silence is read as risk, who does the model actually protect — clients or visible brands?

    Luxury Real Estate Advisory Paris

    In this Gemini 2.5 Pro (native) reading, the Paris luxury real estate advisory market is framed as a trust…

    Observed 28 September 2026 · Published 30 September 2026

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  13. 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 (September 21–27, 2026), parisouest-sothebysrealty.com holds the first organic position on the query "immobilier de luxe Paris" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Paris market, with a median best organic position on this query of position 1 and presence in 7 of 7 comparable runs.

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

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  14. 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

    parisouest-sothebysrealty.com holds the strongest AI opening share on this market across the 7-run window September 21–27, 2026, at 21.29%.

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

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

    Who does AI cite most for Luxury Real Estate Advisory, Paris?

    Luxury Real Estate Advisory Paris · AI citation

    youtube.com holds the strongest AI citation share on this market at 27.83%, accumulated across 7 comparable scheduled runs in the observation period September 21–27, 2026.

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

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  16. 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 7 comparable scheduled runs in the observation period September 21–27, 2026, showing 40.68% observed presence as breadth context.

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

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  17. DNC Lens· Dated evidence · what was observed

    Paris's luxury real estate — Does GPT-4o conflate being hard to find online with being untrustworthy?

    Luxury Real Estate Advisory Paris

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

    Observed 21 September 2026 · Published 23 September 2026

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  18. DNC Lens· Dated evidence · what was observed

    Paris's luxury real estate — Which mid-sized Paris luxury advisory firm could shift the model's bipolar framing by investing in indexable content?

    Luxury Real Estate Advisory Paris

    In this Claude Sonnet 4.6 (native) reading, the Luxury Real Estate Advisory Paris market is framed as one where the model's trust hierarchy…

    Observed 21 September 2026 · Published 25 September 2026

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  19. Model Watch· Dated evidence · what was observed

    Paris's luxury real estate — Why are London and New York used as benchmarks for Paris's luxury real estate market?

    Luxury Real Estate Advisory Paris

    The two models diverge significantly in their framing of the luxury real estate advisory market in Paris, with GPT-4o (native) focusing…

    Observed 21 September 2026 · Published 27 September 2026

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  20. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Paris: “comprendre le diagnostic DPE pour un appartement ancien à Paris”

    Luxury Real Estate Advisory Paris · Organic search · “comprendre le diagnostic DPE pour un appartement ancien à Paris”

    Across the 7-run observation period (September 14–20, 2026) for the query "comprendre le diagnostic DPE pour un appartement ancien à Paris" in the Luxury Real Estate Advisory Paris market, service-public.gouv.fr holds median position 1 on best organic position on this query, appearing in 7 of 7 comparable runs (100%).

    Observed 14 September 2026 – 20 September 2026 · Published 24 September 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, Paris?

    Luxury Real Estate Advisory Paris · AI Overview

    parisouest-sothebysrealty.com holds the rank-1 position on the AI Overview opening-control rail for Luxury Real Estate Advisory Paris in France, recording 21.51% AI opening share on this market across the 7-run observation period September 14–20, 2026.

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

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

    Who does AI cite most for Luxury Real Estate Advisory, Paris?

    Luxury Real Estate Advisory Paris · AI citation

    youtube.com holds the strongest AI citation share on this market across the 7-run window September 14–20, 2026, at 30.35%.

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

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  23. 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 of September 14–20, 2026, with 39.59% observed presence as breadth context.

    Observed 14 September 2026 – 20 September 2026 · Published 21 September 2026

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  24. Model Watch· Dated evidence · what was observed

    Paris's luxury real estate — How does Claude Sonnet 4.6 (web) account for off-market transactions in its analysis?

    Luxury Real Estate Advisory Paris

    Both models agree on the market's dual structure but diverge in their emphasis on certain actors and market…

    Observed 14 September 2026 · Published 20 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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