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Every public work of The Observatory, in one searchable place: the governed readings served today, the contextual readings of each market, the method and reference that govern them, and the organisations they observe. Each entry states what it is, what it covers and when it is from, and cites it in the form its nature allows. The source page remains authoritative — this library describes it, never replaces it.

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  1. DNC Lens· Dated evidence · what was observed

    Monaco's luxury real estate — Is GPT-4o (native)'s trust repair advice actually just an SEO strategy for Monaco advisors?

    Luxury Real Estate Advisory Monaco

    GPT-4o (native) concludes that AI's trust attribution in this market is systematically biased toward publicly visible, institutionally…

    Observed 29 June 2026 · Published 1 July 2026

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  2. Model Watch· Dated evidence · what was observed

    Monaco's luxury real estate — Is real-time AI valuation in Monaco a live capability or a capability that exists only in the answer?

    Luxury Real Estate Advisory Monaco

    GPT-4o (native) and Google AI Mode (deep-search) share a common anchor in Monaco's scarcity and UHNWI clientele, but diverge sharply…

    Observed 29 June 2026 · Published 5 July 2026

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  3. Model Watch· Dated evidence · what was observed

    Mykonos's luxury real estate — How can any AI model claim to frame the Mykonos luxury real estate market without mentioning the Golden Visa programme?

    Luxury Real Estate Advisory Mykonos

    GPT-4o (native) and Google AI Mode (deep-search) both frame Mykonos as a prestige luxury real estate market requiring comparative…

    Observed 29 June 2026 · Published 5 July 2026

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  4. DNC Lens· Dated evidence · what was observed

    Mykonos's luxury real estate — If GPT-4o (native) knows it is biased toward brand visibility, why does it still use that bias to structure the trust map?

    Luxury Real Estate Advisory Mykonos

    GPT-4o (native) concludes that trust in this market is unevenly distributed in favour of actors with strong online presence…

    Observed 29 June 2026 · Published 1 July 2026

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  5. DNC Lens· Dated evidence · what was observed

    Mykonos's luxury real estate — What does a 92% accurate AI valuation model actually mean when the source is a blog post?

    Luxury Real Estate Advisory Mykonos

    Google AI Mode (deep-search) concludes that the Mykonos luxury real estate market in 2026 is best understood as a data-optimizable system…

    Observed 29 June 2026 · Published 3 July 2026

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  6. DNC Lens· Dated evidence · what was observed

    New York's luxury real estate — If professionals don't trust AI for final decisions, why should clients trust AI's trust rankings?

    Luxury Real Estate Advisory New York

    Google AI Mode (deep-search) concludes that AI systems in this market exhibit 'provenance bias' and 'success attribution bias,' creating…

    Observed 29 June 2026 · Published 3 July 2026

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  7. DNC Lens· Dated evidence · what was observed

    New York's luxury real estate — Is London the right benchmark for New York luxury advisory — or just the most Googleable one?

    Luxury Real Estate Advisory New York

    GPT-4o (native) concludes that trust in this market is systematically skewed toward established, media-visible brands, and that competent…

    Observed 29 June 2026 · Published 1 July 2026

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  8. Model Watch· Dated evidence · what was observed

    New York's luxury real estate — Should you trust a model that rates its own confidence as low while writing as if it were certain?

    Luxury Real Estate Advisory New York

    GPT-4o (native) constructs the New York Luxury Real Estate Advisory market through classical structural layers — actors, regulation…

    Observed 29 June 2026 · Published 5 July 2026

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  9. Model Watch· Dated evidence · what was observed

    Paris's luxury real estate — Does Dubai make Paris look slow, or safe?

    Luxury Real Estate Advisory Paris

    GPT-4o (native) and Google AI Mode (deep-search) converge on the same reference-market triad (London, New York, Dubai) and on Paris's…

    Observed 29 June 2026 · Published 5 July 2026

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  10. DNC Lens· Dated evidence · what was observed

    Paris's luxury real estate — How can role differentiation in Paris real estate ignore French law?

    Luxury Real Estate Advisory Paris

    Google AI Mode (deep-search) concludes that AI systems in this market will systematically favour actors with large, accurate, and digitally…

    Observed 29 June 2026 · Published 3 July 2026

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  11. DNC Lens· Dated evidence · what was observed

    Paris's luxury real estate — If high trust and high quality are decoupled in GPT-4o (native)'s own framing, what does its trust hierarchy actually measure?

    Luxury Real Estate Advisory Paris

    GPT-4o (native) concludes that trust in this market is unevenly distributed in favour of actors with strong brand recognition and media…

    Observed 29 June 2026 · Published 1 July 2026

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  12. DNC Lens· Dated evidence · what was observed

    Singapore's luxury real estate — How safe is Singapore's luxury real estate haven when foreign buyers face significant regulatory costs the model does not mention?

    Luxury Real Estate Advisory Singapore

    Google AI Mode (deep-search) concludes that the dominant comparative frame for Singapore luxury real estate in 2026 is 'certainty versus…

    Observed 29 June 2026 · Published 2 July 2026

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  13. Model Watch· Dated evidence · what was observed

    Singapore's luxury real estate — If AI privileges the visible, does it map the market or just its own training data?

    Luxury Real Estate Advisory Singapore

    GPT-4o (native) constructs a conventional actor-hierarchy framing of Singapore's luxury real estate advisory market, while Google AI Mode…

    Observed 29 June 2026 · Published 4 July 2026

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  14. DNC Lens· Dated evidence · what was observed

    Singapore's luxury real estate — In a market where discretion is a luxury feature, does GPT-4o (native)'s visibility-based trust model systematically misread the best operators?

    Luxury Real Estate Advisory Singapore

    GPT-4o (native) concludes that trust in this market is unevenly distributed in favour of established, well-documented actors, with emerging…

    Observed 29 June 2026 · Published 30 June 2026

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  15. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory / Costa del Sol Marbella: “risks of buying a villa without a License of First Occupation (LPO) in Marbella”

    Luxury Real Estate Advisory Marbella / Costa del Sol · Organic search · “risks of buying a villa without a License of First Occupation (LPO) in Marbella”

    Across 7 comparable scheduled runs in the observation period June 22–28, 2026, affinitypropertygroup.com holds position 1 by median best organic position on this query for Luxury Real Estate Advisory Marbella / Costa del Sol in Spain.

    Observed 22 June 2026 – 28 June 2026 · Published 2 July 2026

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  16. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Hong Kong: “how to verify an agent's EAA license in Hong Kong”

    Luxury Real Estate Advisory Hong Kong · Organic search · “how to verify an agent's EAA license in Hong Kong”

    Across 7 comparable scheduled runs in the observation period (June 22–28, 2026), Estate Agents Authority / EAA holds the first organic position on the query "how to verify an agent's EAA license in Hong Kong" in the Luxury Real Estate Advisory Hong Kong market — and appears 8 times on this query, at organic positions 1, 2, 3, 4, 5, 8, 9, 10.

    Observed 22 June 2026 – 28 June 2026 · Published 1 July 2026

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  17. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Ibiza: “legal due diligence checklist for buying a finca in Ibiza”

    Luxury Real Estate Advisory Ibiza · Organic search · “legal due diligence checklist for buying a finca in Ibiza”

    Across 7 comparable scheduled runs in the observation period (June 22–28, 2026), Prestige Properties Ibiza holds the median position 1 on the query "legal due diligence checklist for buying a finca in Ibiza" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Ibiza market.

    Observed 22 June 2026 – 28 June 2026 · Published 2 July 2026

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  18. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory London: “guide to understanding leasehold vs share of freehold in London”

    Luxury Real Estate Advisory London · Organic search · “guide to understanding leasehold vs share of freehold in London”

    Across 6 comparable scheduled runs in the observation period June 22–28, 2026, alex-matteo.com holds median position 1 on the query "guide to understanding leasehold vs share of freehold in London" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory London market.

    Observed 22 June 2026 – 28 June 2026 · Published 2 July 2026

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  19. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Los Angeles: “verify a real estate advisor's license on CA DRE website”

    Luxury Real Estate Advisory Los Angeles · Organic search · “verify a real estate advisor's license on CA DRE website”

    Across 5 comparable scheduled runs in the observation period June 22–28, 2026, www2.dre.ca.gov holds the first organic position on the query "verify a real estate advisor's license on CA DRE website" in the Luxury Real Estate Advisory Los Angeles market.

    Observed 22 June 2026 – 28 June 2026 · Published 2 July 2026

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  20. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Monaco: “how to ensure confidentiality when buying a penthouse in Monaco”

    Luxury Real Estate Advisory Monaco · Organic search · “how to ensure confidentiality when buying a penthouse in Monaco”

    Across 7 comparable scheduled runs in the observation period (June 22–28, 2026) for the query "how to ensure confidentiality when buying a penthouse in Monaco" in Luxury Real Estate Advisory Monaco, polariusrealestate.com holds the median best organic position on this query at position 1.

    Observed 22 June 2026 – 28 June 2026 · Published 2 July 2026

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  21. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Mykonos: “how to verify a mykonos property's building permit online”

    Luxury Real Estate Advisory Mykonos · Organic search · “how to verify a mykonos property's building permit online”

    On the query "how to verify a mykonos property's building permit online" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Mykonos market, en.mitos.gov.gr holds the first organic position with a median of position 1 across 6 comparable scheduled runs in the observation period June 22–28, 2026.

    Observed 22 June 2026 – 28 June 2026 · Published 2 July 2026

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  22. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory New York: “how to verify that an off-market listing is legitimate and exclusive”

    Luxury Real Estate Advisory New York · Organic search · “how to verify that an off-market listing is legitimate and exclusive”

    Across 6 comparable scheduled runs in the observation period June 22–28, 2026, reddit.com holds position 1 by median best organic position on this query "how to verify that an off-market listing is legitimate and exclusive" in the Luxury Real Estate Advisory New York market.

    Observed 22 June 2026 – 28 June 2026 · Published 2 July 2026

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  23. 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 7 comparable scheduled runs in the Luxury Real Estate Advisory Paris market (June 22–28, 2026), economie.gouv.fr holds the rank-1 median organic position on the query "comprendre le diagnostic DPE pour un appartement ancien à Paris" (Organic Ranking — Top 5), present in 7 of 7 comparable runs.

    Observed 22 June 2026 – 28 June 2026 · Published 2 July 2026

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  24. Query Spotlight· Dated evidence · what was observed

    Luxury Real Estate Advisory Singapore: “what is the process for a foreigner to get LDAU approval for landed property”

    Luxury Real Estate Advisory Singapore · Organic search · “what is the process for a foreigner to get LDAU approval for landed property”

    On the query "what is the process for a foreigner to get LDAU approval for landed property" (Organic Ranking — Top 5) in the Luxury Real Estate Advisory Singapore market, app.sla.gov.sg holds the first organic position by median rank across 7 comparable scheduled runs in the observation period June 22–28, 2026.

    Observed 22 June 2026 – 28 June 2026 · Published 1 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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