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  1. Model Watch· Dated evidence · what was observed

    New York's branded residences — Four Seasons vs. Aman per square foot: a real calculation or an illustrative placeholder?

    Branded Residences New York

    GPT-4o (native) and Google AI Mode (deep-search) share a common vocabulary of brand equity, location premium, and service-driven value…

    Observed 29 June 2026 · Published 5 July 2026

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  2. DNC Lens· Dated evidence · what was observed

    Phuket's branded residences — Are Raimon Land and Sansiri genuinely mid-tier players in Phuket branded residences, or just mid-tier in AI's citation universe?

    Branded Residences Phuket / Thailand

    GPT-4o (native) concludes that the trust landscape is structurally skewed toward internationally recognised brands and well-documented…

    Observed 29 June 2026 · Published 30 June 2026

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  3. DNC Lens· Dated evidence · what was observed

    Phuket's branded residences — Does a market-critique answer that ends with a lead-qualification prompt serve the analyst or the agent?

    Branded Residences Phuket / Thailand

    Google AI Mode (deep-search) concludes that AI-generated explanations of this market are structurally biased toward promotional optimism…

    Observed 29 June 2026 · Published 2 July 2026

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  4. Model Watch· Dated evidence · what was observed

    Phuket's branded residences — When an AI model promotes AI adoption as a market driver, is it describing the market or marketing itself?

    Branded Residences Phuket / Thailand

    GPT-4o (native) and Google AI Mode (deep-search) converge on the three-layer architecture of the Phuket branded residences market — brand…

    Observed 29 June 2026 · Published 4 July 2026

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  5. Query Spotlight· Dated evidence · what was observed

    Branded Residences / Thailand Phuket: “branded residences vs luxury villa rental income potential phuket”

    Branded Residences Phuket / Thailand · Organic search · “branded residences vs luxury villa rental income potential phuket”

    Across 7 comparable scheduled runs in the observation period June 22–28, 2026, CBRE Thailand holds position 2 by median best organic position on this query for "branded residences vs luxury villa rental income potential phuket" in the Branded Residences Phuket / Thailand market.

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

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  6. Query Spotlight· Dated evidence · what was observed

    Branded Residences London: “investment return on branded residence vs prime unbranded apartment”

    Branded Residences London · Organic search · “investment return on branded residence vs prime unbranded apartment”

    Across 7 comparable scheduled runs in the observation period (June 22–28, 2026), brand-atlas.com holds position 1 by median best organic position on this query for "investment return on branded residence vs prime unbranded apartment" in the Branded Residences London market.

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

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  7. Query Spotlight· Dated evidence · what was observed

    Branded Residences New York: “hidden risks of buying branded real estate off-plan”

    Branded Residences New York · Organic search · “hidden risks of buying branded real estate off-plan”

    Across 7 comparable scheduled runs in the observation period (June 22–28, 2026), homebuyeracademy.com.au holds position 1 on the query "hidden risks of buying branded real estate off-plan" (Organic Ranking — Top 5) in the Branded Residences New York market.

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

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  8. Query Spotlight· Dated evidence · what was observed

    Branded Residences Saudi Arabia Riyadh / Jeddah / NEOM: “compare ROI from Riyadh vs Jeddah branded residences”

    Branded Residences Saudi Arabia · Organic search · “compare ROI from Riyadh vs Jeddah branded residences”

    Across 7 comparable scheduled runs in the observation period June 22–28, 2026, rakez.sa holds the rank-1 best organic position on this query for Branded Residences Saudi Arabia, appearing at position 1 in 7 of 7 comparable runs (100%).

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

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  9. Query Spotlight· Dated evidence · what was observed

    Branded Residences South Florida Miami / Palm Beach: “why choose a standalone branded tower over a mixed-use hotel condo”

    Branded Residences South Florida · Organic search · “why choose a standalone branded tower over a mixed-use hotel condo”

    Across 7 comparable scheduled runs from June 22–28, 2026, insights.ehl.edu holds the first organic position on the query "why choose a standalone branded tower over a mixed-use hotel condo" (Organic Ranking — Top 5) in the Branded Residences South Florida market.

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

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  10. Query Spotlight· Dated evidence · what was observed

    Branded Residences Spain Marbella / Mallorca / Madrid: “compare investment returns branded residences Mallorca vs Costa del Sol”

    Branded Residences Spain · Organic search · “compare investment returns branded residences Mallorca vs Costa del Sol”

    Across 6 comparable scheduled runs in the observation period (June 22–28, 2026), yes-mallorca-property.com holds median position 1 on the query "compare investment returns branded residences Mallorca vs Costa del Sol" (Organic Ranking — Top 5) in the Branded Residences Spain market.

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

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  11. Query Spotlight· Dated evidence · what was observed

    Branded Residences UAE Dubai: “brand deflagging risk on branded residences investment”

    Branded Residences UAE · Organic search · “brand deflagging risk on branded residences investment”

    Across 6 comparable scheduled runs in the observation period June 22–28, 2026, insights.ehl.edu holds position 1 by median best organic position on this query "brand deflagging risk on branded residences investment" in the Branded Residences UAE market.

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

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

    Who controls Google's AI Overview for Branded Residences / Thailand, Phuket?

    Branded Residences Phuket / Thailand · AI Overview

    brand-atlas.com holds the strongest AI opening share on this market in the period-wide ranking, at 19.68%, observed across 7 comparable scheduled runs in the observation period June 22–28, 2026.

    Observed 22 June 2026 – 28 June 2026 · Published 29 June 2026

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

    Who controls Google's AI Overview for Branded Residences Saudi Arabia, Riyadh / Jeddah / NEOM?

    Branded Residences Saudi Arabia · AI Overview

    brandedliving.co holds the strongest AI opening share on this market across the 7-run window from June 22–28, 2026, recording 19.18% of all AI answer openings observed over the period.

    Observed 22 June 2026 – 28 June 2026

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

    Who controls Google's AI Overview for Branded Residences South Florida, Miami / Palm Beach?

    Branded Residences South Florida · AI Overview

    millionluxury.com holds the strongest AI opening share on the Branded Residences South Florida market across the 7-run window June 22–28, 2026, recording 23.84% of all AI answer openings observed over the period.

    Observed 22 June 2026 – 28 June 2026

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

    Who controls Google's AI Overview for Branded Residences Spain, Marbella / Mallorca / Madrid?

    Branded Residences Spain · AI Overview

    idealista.com holds the strongest AI opening share on this market across the 6-run observation period (June 22–28, 2026), recording 23.49% of all AI answer openings observed over the period.

    Observed 22 June 2026 – 28 June 2026 · Published 30 June 2026

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

    Who controls Google's AI Overview for Branded Residences UAE, Dubai?

    Branded Residences UAE · AI Overview

    engelvoelkers.com holds the strongest AI opening share on the Branded Residences UAE market across the 6-run observation period from June 22–28, 2026, recording 16.38% of all AI answer openings observed over the period.

    Observed 22 June 2026 – 28 June 2026

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

    Who controls Google's AI Overview for Branded Residences, London?

    Branded Residences London · AI Overview

    Across 7 comparable scheduled runs in the observation period June 22–28, 2026, savills.co.uk holds the strongest AI opening share on the Branded Residences London market at 25.00%.

    Observed 22 June 2026 – 28 June 2026 · Published 30 June 2026

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

    Who controls Google's AI Overview for Branded Residences, New York?

    Branded Residences New York · AI Overview

    manhattanmiami.com holds the strongest AI opening share on this market in the period-wide ranking, at 19.86%, observed across 7 comparable scheduled runs from June 22–28, 2026.

    Observed 22 June 2026 – 28 June 2026

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

    Who does AI cite most for Branded Residences / Thailand, Phuket?

    Branded Residences Phuket / Thailand · AI citation

    CBRE Thailand holds the strongest AI citation share on this market in the period-wide ranking, at 12.49%, across 7 comparable scheduled runs in the observation period June 22–28, 2026.

    Observed 22 June 2026 – 28 June 2026 · Published 3 July 2026

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

    Who does AI cite most for Branded Residences Saudi Arabia, Riyadh / Jeddah / NEOM?

    Branded Residences Saudi Arabia · AI citation

    youtube.com holds the strongest AI citation share on the Branded Residences Saudi Arabia panel at 15.58%, observed across 7 comparable scheduled runs in the observation period June 22–28, 2026.

    Observed 22 June 2026 – 28 June 2026 · Published 4 July 2026

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

    Who does AI cite most for Branded Residences South Florida, Miami / Palm Beach?

    Branded Residences South Florida · AI citation

    millionluxury.com holds the strongest AI citation share on this market at 27.93%, accumulated across 7 comparable scheduled runs in the observation period June 22–28, 2026.

    Observed 22 June 2026 – 28 June 2026

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

    Who does AI cite most for Branded Residences Spain, Marbella / Mallorca / Madrid?

    Branded Residences Spain · AI citation

    idealista.com holds the strongest AI citation share on the Branded Residences Spain panel at 14.93%, observed across 6 comparable scheduled runs in the observation period June 22–28, 2026.

    Observed 22 June 2026 – 28 June 2026 · Published 4 July 2026

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

    Who does AI cite most for Branded Residences UAE, Dubai?

    Branded Residences UAE · AI citation

    youtube.com holds the strongest AI citation share on the Branded Residences UAE panel at 19.00%, observed across 6 comparable scheduled runs in the observation period June 22–28, 2026.

    Observed 22 June 2026 – 28 June 2026 · Published 4 July 2026

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

    Who does AI cite most for Branded Residences, London?

    Branded Residences London · AI citation

    savills.co.uk holds the strongest AI citation share on the Branded Residences London panel at 23.42%, accumulated across 7 comparable scheduled runs in the observation period June 22–28, 2026.

    Observed 22 June 2026 – 28 June 2026 · Published 4 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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