— Ranking Top 5 · AI citation —
Who does AI cite most for Luxury Real Estate Advisory, Los Angeles?
youtube.com holds the strongest AI citation share on this market at 31.98%, accumulated across 7 comparable scheduled runs in the observation period August 10–16, 2026.
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- Market
- Luxury Real Estate Advisory
- Location
- Los Angeles
- Observed period
- August 10–16, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 105 queries per run
- Search engine
- Device
- Desktop
- Source location
- United States
- Reading
- Ranking Top 5 · AI citation
“Platforms claim the AI Overview citation surface for Luxury Real Estate Advisory Los Angeles — and only one niche domain breaks through.”
Quick answer
The top-5 panel for Luxury Real Estate Advisory Los Angeles is composed almost entirely of general-purpose platforms, with ownluxuryhomes.com the sole focused source.
Key reading
Luxury Real Estate Advisory · Los Angeles · AI citation · August 10–16, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking at 31.98%, with the 4 sources behind it ranging from 9.20% down to 5.48%. The top 2 actors together hold more than the remaining 3 combined. ownluxuryhomes.com records 9.20% and sits 22.78 percentage points behind youtube.com on AI citation share on this market — the highest-placed focused source on the panel. facebook.com, reddit.com, and instagram.com each record single-digit shares, and all 5 actors on the panel were cited in all 7 comparable runs. The non-obvious read: on a market defined by high-value advisory services, the AI Overview citation rail across this window is overwhelmingly sourced from user-generated and social platforms rather than specialist real estate domains.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory · Los Angeles · AI citation · August 10–16, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 31.98% AI citation share | cited in 7/7 runs |
| ownluxuryhomes.com | #2 | 9.20% AI citation share | cited in 7/7 runs |
| facebook.com | #3 | 8.43% AI citation share | cited in 7/7 runs |
| reddit.com | #4 | 7.56% AI citation share | cited in 7/7 runs |
| instagram.com | #5 | 5.48% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory · Los Angeles · AI citation · August 10–16, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 31.98%. As a general-purpose platform, it sits 22.78 percentage points ahead of the next actor on the panel — a gap that makes it the clear rank-1 source on the AI Overview citation rail across this 7-run window. It was cited in 7 of 7 comparable runs.
ownluxuryhomes.com records 9.20% AI citation share on this market, the only focused source to appear in the governed top-5 panel. It sits 22.78 percentage points behind youtube.com on AI citation share on this market. It was cited in 7 of 7 comparable runs.
facebook.com records 8.43% AI citation share on this market and sits 23.55 percentage points behind youtube.com. As a social platform, it occupies a position on the AI Overview citation panel alongside three other platforms — a surface composition that leaves little room for specialist domains. It was cited in 7 of 7 comparable runs.
reddit.com records 7.56% AI citation share on this market, cited in 7 of 7 comparable runs. As a discussion platform, it sits 24.42 percentage points behind youtube.com on AI citation share on this market — deep in the trailing cluster where the gap to the lead is wide and the spacing between peers is narrow.
instagram.com records 5.48% AI citation share on this market, the lowest value on the governed top-5 panel. It sits 26.51 percentage points behind youtube.com on AI citation share on this market. Despite holding the bottom position, it was cited in 7 of 7 comparable runs.
Pattern on the observed surface
Luxury Real Estate Advisory · Los Angeles · AI citation · August 10–16, 2026
The panel is top-heavy and platform-dominated
The panel is top-heavy and platform-dominated. The top 2 actors together hold more than the remaining 3 combined, and the 4 sources behind youtube.com sit between 22.78 and 26.51 percentage points behind it. Four of the five panel members are social or general-purpose platforms; only one focused source — ownluxuryhomes.com — breaks into the governed top-5. The spread between the rank-1 and rank-5 positions is 26.51 percentage points. This is a surface shaped by platform breadth rather than specialist depth.
Why this reading matters
Luxury Real Estate Advisory · Los Angeles · AI citation · August 10–16, 2026
youtube.com's rank-1 position on the AI Overview citation rail for Luxury Real Estate Advisory Los Angeles raises a structural question about what AI Overviews treat as citable when answering high-value advisory queries. The surface, across this 7-run window, draws overwhelmingly from platforms hosting user-generated content rather than from domains specializing in Los Angeles luxury real estate advisory.
Market implication
Luxury Real Estate Advisory · Los Angeles · AI citation · August 10–16, 2026
This observation signals that the AI Overview citation surface for Luxury Real Estate Advisory Los Angeles, across the August 10–16, 2026 window, is wide open for specialist domains. The governed top-5 panel is composed of platforms rather than specialist operators, and the concentration at the top — youtube.com at 31.98% — reflects platform scale, not advisory-market expertise. For any operator monitoring AI citation visibility on this market, the implication is clear: the citation rail is not yet anchored by specialist real estate sources.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Luxury Real Estate Advisory · Los Angeles
- Surface:
- AI citation · Google · Desktop
- Observed:
- August 10–16, 2026
- Published:
- August 22, 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 3c66e58316cbe399
Who does AI cite most for Luxury Real Estate Advisory, Los Angeles? Source: https://theobservatory.io/articles/luxury-real-estate-los-angeles-most-cited-by-ai-august-10-16-2026 Scope: Luxury Real Estate Advisory · Los Angeles · AI citation · Google · Desktop Family: Ranking Top 5 Observed: August 10–16, 2026 (2026-08-10/2026-08-16) Published: August 22, 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-los-angeles-most-cited-by-ai-august-10-16-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-los-angeles-most-cited-by-ai-august-10-16-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on this market at 31.98%, accumulated across 7 comparable scheduled runs in the observation period August 10–16, 2026. Key facts: • youtube.com: 32% AI citation share · cited in 7/7 runs • ownluxuryhomes.com: 9% AI citation share · cited in 7/7 runs • facebook.com: 8% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (August 10–16, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 31.98% AI citation share · cited in 7/7 runs — #1 2. ownluxuryhomes.com — 9.20% AI citation share · cited in 7/7 runs — #2 3. facebook.com — 8.43% AI citation share · cited in 7/7 runs — #3 4. reddit.com — 7.56% AI citation share · cited in 7/7 runs — #4 5. instagram.com — 5.48% AI citation share · cited in 7/7 runs — #5 Reading basis: This card observes the AI Overview citation rail for Luxury Real Estate Advisory Los Angeles in Los Angeles on Google desktop, across 7 comparable scheduled runs in the observation period August 10–16, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. AI Overview citation evidence was available on 7 of 7 runs. The card aggregates from 105 observed queries. The primary metric is AI citation share on this market. 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 Los Angeles, August 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory · Los Angeles · AI citation · Google · Desktop · August 10–16, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787897478741_n5d8t7. 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 22, 2026), Who does AI cite most for Luxury Real Estate Advisory, Los Angeles?. https://theobservatory.io/articles/luxury-real-estate-los-angeles-most-cited-by-ai-august-10-16-2026 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: 3c66e58316cbe399
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 · Los Angeles · AI citation · Google · Desktop · August 10–16, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787897478741_n5d8t7. 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 across the market's observed query set. It does not measure who opens those AI Overview answers, nor does it reflect organic search ranking.
- Does this card prove a longer-term pattern?
- No. This card aggregates AI Overview citation data across 7 comparable scheduled runs in the observation period August 10–16, 2026. AI Overview content varies by query, model, and date. This observation does not establish a multi-month trend or predict future citation behavior.
- Why are platforms so prominent on this panel?
- The card observes which domains AI Overviews cite — it does not explain why. The governed top-5 panel shows that platforms such as youtube.com, facebook.com, reddit.com, and instagram.com accumulated the highest cumulative citation volumes on this surface over the observed period. The card does not claim this reflects business-market standing.
Scope and limitations
Luxury Real Estate Advisory · Los Angeles · AI citation · August 10–16, 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 Los Angeles, August 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview citation rail for Luxury Real Estate Advisory Los Angeles in Los Angeles on Google desktop, across 7 comparable scheduled runs in the observation period August 10–16, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. AI Overview citation evidence was available on 7 of 7 runs. The card aggregates from 105 observed queries. The primary metric is AI citation share on this market.
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 in the observation period August 10–16, 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 2026-08-22 · Governed capture ID · pr_1787897478741_n5d8t7
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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Send the reading link and your proposed correction or statement to right-of-reply@theobservatory.io. We review attribution, relevance and legal concerns before publication. Our correction and reply process explains what happens next.
Governed measurements and verbatim quotations from observed AI models are distinct from The Observatory’s editorial interpretations. Original model statements are preserved as observed, including any inaccuracies they may contain. Learn more about our verification and editorial standards
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 Los Angeles room places this AI Citation Ranking — Top 5 reading alongside the market’s other published observations.
For the same observation window, August 10–16, 2026, Luxury Real Estate Advisory Los Angeles 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 Bangkok / Phuket reading and Dubai reading examine the same AI Citation Ranking — Top 5 for August 10–16, 2026; compare the stated reading bases before drawing a cross-market conclusion.
