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Every public work of The Observatory — readings, context, method, reference and actors — ready to find, cite and reuse.
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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Search across published evidence, context and reference works. Narrow the library by market or work type, open the original source, cite a work in the format you need, or build a selection to export for research.
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- Who does AI cite most for Luxury Fashion, London?
Luxury Fashion London · AI citation
youtube.com holds the strongest AI citation share on the Luxury Fashion London market across the 7-run window September 14–20, 2026, at 11.89%.
Observed 14 September 2026 – 20 September 2026 · Published 26 September 2026
- Who does AI cite most for Luxury Fashion, Los Angeles?
Luxury Fashion Los Angeles · AI citation
youtube.com holds the strongest AI citation share on this market at 24.46%, leading the top-5 panel on the AI Overview citation rail for Luxury Fashion Los Angeles across 7 comparable scheduled runs from September 14–20, 2026.
Observed 14 September 2026 – 20 September 2026 · Published 26 September 2026
- Who does AI cite most for Luxury Fashion, Milan?
Luxury Fashion Milan · AI citation
youtube.com holds the strongest AI citation share on this market across the 7-run window September 14–20, 2026, at 26.69%.
Observed 14 September 2026 – 20 September 2026 · Published 26 September 2026
- Who does AI cite most for Luxury Fashion, New York?
Luxury Fashion New York · AI citation
youtube.com holds the strongest AI citation share on the Luxury Fashion New York panel at 30.43%, accumulated across 7 comparable scheduled runs in the observation period September 14–20, 2026.
Observed 14 September 2026 – 20 September 2026 · Published 26 September 2026
- Who does AI cite most for Luxury Fashion, Paris?
Luxury Fashion Paris · AI citation
youtube.com holds the strongest AI citation share on the Luxury Fashion Paris market across the 6-run window September 14–20, 2026, at 25.47%.
Observed 14 September 2026 – 20 September 2026 · Published 26 September 2026
- Who does AI cite most for Luxury Fashion, Seoul?
Luxury Fashion Seoul · AI citation
youtube.com holds the strongest AI citation share on the Luxury Fashion Seoul market at 31.58%, accumulated across 6 comparable scheduled runs in the observation period September 14–20, 2026.
Observed 14 September 2026 – 20 September 2026 · Published 25 September 2026
- Who does AI cite most for Luxury Fashion, Singapore?
Luxury Fashion Singapore · AI citation
youtube.com holds the strongest AI citation share on the Luxury Fashion Singapore market across the 7-run window September 14–20, 2026, recording 22.98%.
Observed 14 September 2026 – 20 September 2026 · Published 25 September 2026
- Who does AI cite most for Luxury Fashion, Tokyo?
Luxury Fashion Tokyo · AI citation
youtube.com holds the strongest AI citation share on the Luxury Fashion Tokyo market across the 6-run observation period September 14–20, 2026, recording 30.50%.
Observed 14 September 2026 – 20 September 2026 · Published 25 September 2026
- Who ranks first on Google for Luxury Fashion UAE, Dubai?
Luxury Fashion UAE · Organic search
reddit.com most often holds the top organic position on the Luxury Fashion UAE organic surface across the 7-run window from September 14–20, 2026, with 29.25% observed presence as breadth context.
Observed 14 September 2026 – 20 September 2026 · Published 21 September 2026
- Who ranks first on Google for Luxury Fashion, Hong Kong?
Luxury Fashion Hong Kong · Organic search
reddit.com most often holds the top organic position on the Luxury Fashion Hong Kong surface across the 7-run window September 14–20, 2026, showing 43.67% observed presence as breadth context across 105 observed queries.
Observed 14 September 2026 – 20 September 2026 · Published 20 September 2026
- Who ranks first on Google for Luxury Fashion, London?
Luxury Fashion London · Organic search
Across the 7-run window from September 14–20, 2026, selfridges.com most often holds the top organic position on the Luxury Fashion London surface, with 33.74% observed presence as breadth context.
Observed 14 September 2026 – 20 September 2026 · Published 21 September 2026
- Who ranks first on Google for Luxury Fashion, Los Angeles?
Luxury Fashion Los Angeles · Organic search
reddit.com most often holds the top organic position on the Luxury Fashion Los Angeles organic surface across 7 comparable scheduled runs from September 14–20, 2026, showing 65.17% observed presence as breadth context.
Observed 14 September 2026 – 20 September 2026 · Published 21 September 2026
- Who ranks first on Google for Luxury Fashion, Milan?
Luxury Fashion Milan · Organic search
reddit.com most often holds the top organic position on the Luxury Fashion Milan surface across the 7-run window September 14–20, 2026, with 38.50% observed presence as breadth context.
Observed 14 September 2026 – 20 September 2026 · Published 21 September 2026
- Who ranks first on Google for Luxury Fashion, New York?
Luxury Fashion New York · Organic search
reddit.com most often holds the top organic position on the Luxury Fashion New York panel across the 7-run window of September 14–20, 2026, showing 67.76% observed presence as breadth context.
Observed 14 September 2026 – 20 September 2026 · Published 21 September 2026
- Who ranks first on Google for Luxury Fashion, Paris?
Luxury Fashion Paris · Organic search
france.fr most often holds the top organic position on the Luxury Fashion Paris panel across the 6-run window of September 14–20, 2026, with 15.74% observed presence as breadth context.
Observed 14 September 2026 – 20 September 2026 · Published 21 September 2026
- Who ranks first on Google for Luxury Fashion, Seoul?
Luxury Fashion Seoul · Organic search
reddit.com most often holds the top organic position on the Luxury Fashion Seoul organic surface across 6 comparable scheduled runs in the observation period September 14–20, 2026, showing 54.76% observed presence as breadth context.
Observed 14 September 2026 – 20 September 2026 · Published 20 September 2026
- Who ranks first on Google for Luxury Fashion, Singapore?
Luxury Fashion Singapore · Organic search
reddit.com most often holds the top organic position on the Luxury Fashion Singapore organic surface across the 7-run observation period (September 14–20, 2026), showing 42.29% observed presence as breadth context across the top-5 panel.
Observed 14 September 2026 – 20 September 2026 · Published 20 September 2026
- Who ranks first on Google for Luxury Fashion, Tokyo?
Luxury Fashion Tokyo · Organic search
reddit.com most often holds the top organic position on the Luxury Fashion Tokyo panel across the 6-run window (September 14–20, 2026), with 62.70% observed presence as breadth context.
Observed 14 September 2026 – 20 September 2026 · Published 20 September 2026
- Dubai's luxury fashion — How do AI models differ in their treatment of local designers and digital platforms?
Luxury Fashion UAE
Both models agree on the dominance of European luxury maisons and the structural importance of Chalhoub Group, but they diverge…
Observed 14 September 2026 · Published 20 September 2026
- Dubai's luxury fashion — How many real luxury market players has AI effectively deleted from its own map?
Luxury Fashion UAE
In this Claude Sonnet 4.6 (web) reading, the UAE luxury fashion trust map is framed as a map of public legibility rather than verified…
Observed 14 September 2026 · Published 18 September 2026
- Dubai's luxury fashion — If the most trusted luxury service providers in the UAE are invisible to AI, what is AI's trust map actually measuring?
Luxury Fashion UAE
In this Claude Sonnet 4.6 (native) reading, the UAE luxury fashion trust landscape is framed as a map of public signal density rather than…
Observed 14 September 2026 · Published 16 September 2026
- Hong Kong's luxury fashion — Claude Sonnet 4.6 admits it can't read the Cantonese press — so whose trust map is it actually drawing?
Luxury Fashion Hong Kong
In this Claude Sonnet 4.6 (native) reading, Luxury Fashion Hong Kong is framed as a market whose trust hierarchy is accurate at…
Observed 14 September 2026 · Published 15 September 2026
- Hong Kong's luxury fashion — How does Claude Sonnet 4.6 (web) perceive the structural dynamics of Hong Kong's luxury fashion market?
Luxury Fashion Hong Kong
The two sides diverge in their framing of the market's structural dynamics and the emphasis on local versus global…
Observed 14 September 2026 · Published 19 September 2026
- Hong Kong's luxury fashion — Is Claude Sonnet 4.6 (web)'s luxury trust ranking actually a Google-rank of brand PR budgets?
Luxury Fashion Hong Kong
In this Claude Sonnet 4.6 (web) reading, Luxury Fashion Hong Kong is framed as a market where trust is systematically awarded to actors…
Observed 14 September 2026 · Published 17 September 2026
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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