— Ranking Top 5 · AI citation —
Who does AI cite most for Luxury Real Estate Advisory, Paris?
youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory Paris panel at 36.03%, accumulated across 7 comparable scheduled runs in the observation period July 27 – August 2, 2026.
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- Market
- Luxury Real Estate Advisory
- Location
- Paris
- Observed period
- Jul 27 – Aug 2, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 105 queries per run
- Search engine
- Device
- Desktop
- Source location
- France
- Reading
- Ranking Top 5 · AI citation
“On the Luxury Real Estate Advisory Paris AI Overview citation rail, a general-purpose platform outpaces every focused source.”
Quick answer
homeselect.paris follows at 20.24%, while the remaining three actors each record below 5%.
Key reading
Luxury Real Estate Advisory · Paris · AI citation · Jul 27 – Aug 2, 2026
youtube.com holds the strongest AI citation share on this market at 36.03%, with homeselect.paris at 20.24% — the top 2 actors together hold more than the remaining 3 combined. The spread between rank 1 and rank 5 is 32.79 percentage points, and the 4 sources behind youtube.com range from 20.24% down to 3.24%. The concentration at the top is striking: a social platform rather than a specialist operator commands the largest share of AI Overview citations across 105 observed queries. 4 of the 5 actors on the panel were cited in all 7 comparable runs; paris.notaires.fr was cited in 6 of 7 comparable runs, the only actor on the panel with fewer than full-window presence.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory · Paris · AI citation · Jul 27 – Aug 2, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 36.03% AI citation share | cited in 7/7 runs |
| homeselect.paris | #2 | 20.24% AI citation share | cited in 7/7 runs |
| facebook.com | #3 | 4.99% AI citation share | cited in 7/7 runs |
| parisouest-sothebysrealty.com | #4 | 3.91% AI citation share | cited in 7/7 runs |
| paris.notaires.fr | #5 | 3.24% AI citation share | cited in 6/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory · Paris · AI citation · Jul 27 – Aug 2, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 36.03%. Cited in 7 of 7 comparable runs, it occupies the rank-1 position on the AI Overview citation panel as a general-purpose platform — not a domain focused on luxury real estate advisory in France.
homeselect.paris records 20.24% AI citation share on this market and sits 15.79 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it is the highest-ranked focused source on this panel, occupying a clear second position on the AI Overview citation rail.
facebook.com records 4.99% AI citation share on this market, sitting 31.04 percentage points behind youtube.com. As a social platform cited in 7 of 7 comparable runs, it appears on the AI Overview citation surface for this market but at a fraction of the volume captured by the top two actors.
parisouest-sothebysrealty.com records 3.91% AI citation share on this market and sits 32.12 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it appears on the AI Overview citation surface for this market at a level close to the panel floor.
paris.notaires.fr records 3.24% AI citation share on this market, the lowest on the governed top-5 panel, and sits 32.79 percentage points behind youtube.com. It was cited in 6 of 7 comparable runs — the only actor on this panel not present across the full window.
Pattern on the observed surface
Luxury Real Estate Advisory · Paris · AI citation · Jul 27 – Aug 2, 2026
The panel is top-heavy
The panel is top-heavy: the top 2 actors together hold more than the remaining 3 combined, and the top 3 actors together hold more than the remaining 2 combined. Two general-purpose platforms — youtube.com and facebook.com — occupy positions on the same panel as three focused sources. The trailing cluster behind youtube.com is steep: the 4 sources behind youtube.com sit between 15.79 and 32.79 percentage points behind it. The surface is shaped by a single large share at the top, a mid-tier focused source, and a compressed trailing group where the gap between rank 3 and rank 5 is narrow.
Why this reading matters
Luxury Real Estate Advisory · Paris · AI citation · Jul 27 – Aug 2, 2026
youtube.com, a general-purpose platform, holds the rank-1 position by cumulative AI citation volume on a market dedicated to luxury real estate advisory in Paris. The AI Overview citation rail on this market does not mirror what a specialist-only reading might expect: the surface draws from platforms and focused sources alike, with no single source type claiming a structural majority.
Market implication
Luxury Real Estate Advisory · Paris · AI citation · Jul 27 – Aug 2, 2026
The observed AI Overview citation surface for Luxury Real Estate Advisory Paris is concentrated around a platform that is not a specialist in this market. For operators monitoring their AI citation visibility, the reading across this 7-run window signals that the AI Overview citation rail draws heavily from general-purpose platforms alongside focused sources — a structural feature worth tracking in future observation windows.
Read within the scope and limitations of this card.
Observatory Reading — Citable Proof Capsule
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- Scope:
- Luxury Real Estate Advisory · Paris
- Surface:
- AI citation · Google · Desktop
- Observed:
- Jul 27 – Aug 2, 2026
- Published:
- August 8, 2026
Method: How readings are scoped · Run metadata · Source protocol · Corrections and right of reply
Observed by The Observatory. Not an endorsement, recommendation, market-share claim or commercial ranking.
Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date. Terms · Citation guide
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The complete citation record · revision 516905b1fd239b53
Who does AI cite most for Luxury Real Estate Advisory, Paris? Source: https://theobservatory.io/articles/luxury-real-estate-paris-most-cited-by-ai-july-27-to-august-2-2026 Scope: Luxury Real Estate Advisory · Paris · AI citation · Google · Desktop Family: Ranking Top 5 Observed: Jul 27 – Aug 2, 2026 (2026-07-27/2026-08-02) Published: August 8, 2026 Method — How readings are scoped: https://theobservatory.io/method#standards Method — Run metadata: https://theobservatory.io/method/panel#run-metadata Method — Source protocol: https://theobservatory.io/method#source-protocol Method — Corrections and right of reply: https://theobservatory.io/method#corrections Public table: https://theobservatory.io/articles/luxury-real-estate-paris-most-cited-by-ai-july-27-to-august-2-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-paris-most-cited-by-ai-july-27-to-august-2-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory Paris panel at 36.03%, accumulated across 7 comparable scheduled runs in the observation period July 27 – August 2, 2026. Key facts: • youtube.com: 36% AI citation share · cited in 7/7 runs • homeselect.paris: 20% AI citation share · cited in 7/7 runs • facebook.com: 5% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (Jul 27 – Aug 2, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 36.03% AI citation share · cited in 7/7 runs — #1 2. homeselect.paris — 20.24% AI citation share · cited in 7/7 runs — #2 3. facebook.com — 4.99% AI citation share · cited in 7/7 runs — #3 4. parisouest-sothebysrealty.com — 3.91% AI citation share · cited in 7/7 runs — #4 5. paris.notaires.fr — 3.24% AI citation share · cited in 6/7 runs — #5 Reading basis: This card observes the AI Overview citation rail for Luxury Real Estate Advisory Paris in France on Google desktop across 7 comparable scheduled runs in the observation period July 27 – August 2, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 105 observed queries per run. Per-actor values represent each actor's share of all AI citations observed across the full 7-run window, using one single period-wide denominator. AI Overview citation evidence was available on 7 of 7 runs. The primary metric is AI citation share on this market. AI Overview content is volatile by nature — results may vary across queries, models, and dates. Limitations and non-claims: — Observes the observed AI citation surface only; within a defined scope and window. — A period aggregate (7 comparable runs) — not a claim about bookings, revenue, or market share. — Scoped to Luxury Real Estate Advisory Paris, August 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory · Paris · AI citation · Google · Desktop · Jul 27 – Aug 2, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791403756857_7j8xxm. Cite freely with attribution. Published by The Observatory. Source footnote: Sourced from a published AAI MIB card. The Observatory publishes this card’s public findings; values are as observed on the search surface, not business-market claims. Attribution: Published by The Observatory · Based on an AAI Kernel capture · governed by The Observatory editorial system Cite: According to The Observatory (August 8, 2026), Who does AI cite most for Luxury Real Estate Advisory, Paris?. https://theobservatory.io/articles/luxury-real-estate-paris-most-cited-by-ai-july-27-to-august-2-2026 This record is the published reading and its public table/slice as served on the card — not the complete underlying capture or provider dataset. Observed by The Observatory. Not an endorsement, recommendation, market-share claim or commercial ranking. Free reuse, including commercial republication, under The Observatory’s Terms. Retain attribution, source link, scope and date. Revision: 516905b1fd239b53
This record is the published reading and its public table/slice as served on the card — not the complete underlying capture or provider dataset.
— The Observatory · Luxury Real Estate Advisory · Paris · AI citation · Google · Desktop · Jul 27 – Aug 2, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791403756857_7j8xxm. Cite freely with attribution. Published by The Observatory.
FAQ
- What does 'AI citation share on this market' measure?
- It measures how often an actor's domain appears as a cited source inside AI Overview answers when Google responds to queries in the Luxury Real Estate Advisory Paris market. It does not measure who opens AI Overview answers, nor does it reflect organic search ranking.
- Can this card establish a longer-term trend?
- No. This card aggregates AI Overview citation evidence across 7 comparable scheduled runs in the window July 27 – August 2, 2026. AI Overview content varies by query, model, and date. A longer observation window would be needed to identify any directional pattern.
- Why does a platform like youtube.com lead the AI citation panel for a luxury real estate market?
- AI Overviews cite sources based on the content they surface for each query, not on whether the source is a specialist in the market. youtube.com accumulated the highest AI citation volume across the 105 observed queries over the 7-run window. This card does not explain why AI selected these sources — it observes which sources were cited.
Scope and limitations
Luxury Real Estate Advisory · Paris · AI citation · Jul 27 – Aug 2, 2026 · what this card does not claim
- Observes the observed AI citation surface only; within a defined scope and window.
- A period aggregate (7 comparable runs) — not a claim about bookings, revenue, or market share.
- Scoped to Luxury Real Estate Advisory Paris, August 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview citation rail for Luxury Real Estate Advisory Paris in France on Google desktop across 7 comparable scheduled runs in the observation period July 27 – August 2, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 105 observed queries per run. Per-actor values represent each actor's share of all AI citations observed across the full 7-run window, using one single period-wide denominator. AI Overview citation evidence was available on 7 of 7 runs. The primary metric is AI citation share on this market. AI Overview content is volatile by nature — results may vary across queries, models, and dates.
The complete methodology — scope, panels, run conditions and corrections — is set out on the Method page.
Source protocol · How readings are scoped · Run metadata · Corrections
Period observation across 7 comparable scheduled runs, July 27 – August 2, 2026. AI Overview citation evidence available on 7 of 7 runs. This observation does not establish a longer-term trend. No claim about AI Overview opening control or organic visibility.
A capture from AAI Kernel’s governed intelligence — published by The Observatory. One reading of many; the publication date is distinct from the observed window shown above.Published 2026-08-08 · Governed capture ID · pr_1791403756857_7j8xxm
Sourced from a published AAI MIB card. The Observatory publishes this card’s public findings; values are as observed on the search surface, not business-market claims.
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Submit a statement → right-of-reply@theobservatory.ioHow we read this
Sourced from a published AAI MIB card. The Observatory publishes this card’s public findings; values are as observed on the search surface, not business-market claims.
Method & SourceContinue the reading
The Luxury Real Estate Advisory Paris room places this AI Citation Ranking — Top 5 reading alongside the market’s other published observations.
For the same observation window, Jul 27 – Aug 2, 2026, Luxury Real Estate Advisory Paris is also read in the AI Overview Ranking — Top 10 table, the Organic Ranking — Top 5 table and the Query Spotlight table; each keeps its own reading basis.
The Los Angeles reading and Monaco reading examine the same AI Citation Ranking — Top 5 for Jul 27 – Aug 2, 2026; compare the stated reading bases before drawing a cross-market conclusion.
