— Ranking Top 5 · AI citation —
Who does AI cite most for Luxury Real Estate Advisory South Florida, Miami / Palm Beach?
youtube.com holds the strongest AI citation share on this market at 25.70%, leading the top-5 panel on the AI Overview citation rail for Luxury Real Estate Advisory South Florida across 7 comparable scheduled runs from October 26 – November 1, 2026.
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- Market
- Luxury Real Estate Advisory South Florida
- Location
- Miami / Palm Beach
- Observed period
- Oct 26 – Nov 1, 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, not specialist operators, capture the top-5 AI Overview citations for Luxury Real Estate Advisory South Florida.”
Quick answer
youtube.com holds the strongest AI citation share on this market at 25.70%, leading the top-5 panel on the AI Overview citation rail for Luxury Real Estate Advisory South Florida across 7 comparable scheduled runs from October 26 – November 1, 2026.
Key reading
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Oct 26 – Nov 1, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking at 25.70%, with the 4 sources behind youtube.com ranging from 15.85% down to 5.26%. Zillow records 15.85% and sits 9.85 percentage points behind youtube.com on AI citation share on this market. facebook.com and instagram.com each record 13.33%, while List Sothebys International Realty — the only specialist operator on the governed panel — records 5.26%. The panel's composition is striking: the top 2 actors together hold more than the remaining 3 combined, and the surface is shaped overwhelmingly by platforms rather than by the advisory firms that define this market's core business.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Oct 26 – Nov 1, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 25.70% AI citation share | cited in 7/7 runs |
| Zillow | #2 | 15.85% AI citation share | cited in 7/7 runs |
| facebook.com | #3 | 13.33% AI citation share | cited in 7/7 runs |
| instagram.com | #4 | 13.33% AI citation share | cited in 7/7 runs |
| List Sothebys International Realty | #5 | 5.26% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Oct 26 – Nov 1, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 25.70%. Cited in 7 of 7 comparable runs, it occupies a position on the AI Overview citation panel for this market as a general-purpose platform rather than a specialist operator.
Zillow records 15.85% AI citation share on this market and was cited in 7 of 7 comparable runs. It sits 9.85 percentage points behind youtube.com on AI citation share on this market — a gap that separates the rank-2 position clearly from the lead.
facebook.com records 13.33% AI citation share on this market, cited in 7 of 7 comparable runs. As a social platform, it sits 12.37 percentage points behind youtube.com on AI citation share on this market.
instagram.com records 13.33% AI citation share on this market, matching facebook.com exactly. Cited in 7 of 7 comparable runs, it appears on the AI Overview citation surface as another social platform alongside facebook.com.
List Sothebys International Realty
List Sothebys International Realty records 5.26% AI citation share on this market and was cited in 7 of 7 comparable runs. It is the only specialist operator on this governed panel, sitting 20.44 percentage points behind youtube.com on AI citation share on this market.
Pattern on the observed surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Oct 26 – Nov 1, 2026
The panel reads as platform-heavy and distributed. The top 3 actors together hold more than the remaining 2 combined, yet no single actor commands a majority. The spread between the first and last positions is 20.44 percentage points. All 5 actors on the panel were cited in all 7 comparable runs. The mix is shaped by platforms and aggregator domains, with only one specialist operator represented. The structure is one of broad platform capture rather than specialist concentration.
Why this reading matters
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Oct 26 – Nov 1, 2026
youtube.com — a general-purpose platform with no specialization in luxury real estate advisory — holds the rank-1 AI citation share on this surface across the 7-run window. That a video platform leads the citation rail ahead of listing domains and advisory operators reframes what AI Overviews treat as a credible source for this market in Miami / Palm Beach.
Market implication
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Oct 26 – Nov 1, 2026
The observed AI Overview citation surface for Luxury Real Estate Advisory South Florida is structurally open to platforms. The diverse actor composition — mixing social platforms, a listing domain, and a single specialist operator — suggests that AI citation behavior on this market has not consolidated around any single type of player. For any operator monitoring AI visibility in this space, the citation rail is a contested surface where platform content competes directly with specialist advisory sources.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Luxury Real Estate Advisory South Florida · Miami / Palm Beach
- Surface:
- AI citation · Google · Desktop
- Observed:
- Oct 26 – Nov 1, 2026
- Published:
- November 7, 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 84bf8ada941397b2
Who does AI cite most for Luxury Real Estate Advisory South Florida, Miami / Palm Beach? Source: https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-october-26-to-november-1-2026 Scope: Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop Family: Ranking Top 5 Observed: Oct 26 – Nov 1, 2026 (2026-10-26/2026-11-01) Published: November 7, 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-miami-palm-beach-most-cited-by-ai-october-26-to-november-1-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-october-26-to-november-1-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on this market at 25.70%, leading the top-5 panel on the AI Overview citation rail for Luxury Real Estate Advisory South Florida across 7 comparable scheduled runs from October 26 – November 1, 2026. Key facts: • youtube.com: 26% AI citation share · cited in 7/7 runs • Zillow: 16% AI citation share · cited in 7/7 runs • facebook.com: 13% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (Oct 26 – Nov 1, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 25.70% AI citation share · cited in 7/7 runs — #1 2. Zillow — 15.85% AI citation share · cited in 7/7 runs — #2 3. facebook.com — 13.33% AI citation share · cited in 7/7 runs — #3 4. instagram.com — 13.33% AI citation share · cited in 7/7 runs — #4 5. List Sothebys International Realty — 5.26% AI citation share · cited in 7/7 runs — #5 Reading basis: This card examines sources cited in Google's AI Overviews for Luxury Real Estate Advisory South Florida, observed on Google desktop from the United States during October 26 – November 1, 2026. It draws on 7 of 7 comparable daily observations within a governed market panel of 105 observed queries, applying the relevant source-selection rules. 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 South Florida Miami / Palm Beach, November 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop · Oct 26 – Nov 1, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1793554619453_vhufpa. Cite freely with attribution. Published by The Observatory. Source footnote: Sourced from a published AAI Kernel Market Intelligence Board (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 (November 7, 2026), Who does AI cite most for Luxury Real Estate Advisory South Florida, Miami / Palm Beach?. https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-october-26-to-november-1-2026 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: 84bf8ada941397b2
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 South Florida · Miami / Palm Beach · AI citation · Google · Desktop · Oct 26 – Nov 1, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1793554619453_vhufpa. 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 this market's governed panel. It does not measure who opens those AI Overviews, nor does it reflect organic search ranking.
- Does this card prove a longer-term pattern?
- No. This card observes 7 comparable scheduled runs in an observation period from October 26 – November 1, 2026. AI Overview content varies by query, model behavior, and date. A single window does not establish a multi-month pattern.
- Why are platforms so prominent on this panel?
- The card observes which domains AI Overviews cite — it does not explain why. The governed panel shows that platforms such as youtube.com, facebook.com, and instagram.com accumulated more AI citations than most specialist operators across this window. The reasons behind AI citation selection fall outside the scope of this observation.
Scope and limitations
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Oct 26 – Nov 1, 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 South Florida Miami / Palm Beach, November 2026; not generalisable beyond this market and window.
Method & source
This card examines sources cited in Google's AI Overviews for Luxury Real Estate Advisory South Florida, observed on Google desktop from the United States during October 26 – November 1, 2026. It draws on 7 of 7 comparable daily observations within a governed market panel of 105 observed queries, applying the relevant source-selection rules.
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, October 26 – November 1, 2026. AI Overview citation evidence available on 7 of 7 runs. This observation does not establish a longer-term trend. No claim about AI 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 2026-11-07 · Governed capture ID · pr_1793554619453_vhufpa
Sourced from a published AAI Kernel Market Intelligence Board (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 Kernel Market Intelligence Board (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 South Florida room places this AI Citation Ranking — Top 5 reading alongside the market’s other published observations.
For the same observation window, Oct 26 – Nov 1, 2026, Luxury Real Estate Advisory South Florida 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 Oct 26 – Nov 1, 2026; compare the stated reading bases before drawing a cross-market conclusion.
