— 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 the Luxury Real Estate Advisory South Florida market at 20.62%, leading the top-5 panel observed across 7 comparable scheduled runs from October 5–11, 2026.
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- Market
- Luxury Real Estate Advisory South Florida
- Location
- Miami / Palm Beach
- Observed period
- October 5–11, 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
“When AI Overviews cite sources on luxury real estate in South Florida, platforms — not specialists — hold the top-5 panel.”
Quick answer
youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory South Florida market at 20.62%, leading the top-5 panel observed across 7 comparable scheduled runs from October 5–11, 2026.
Key reading
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · October 5–11, 2026
youtube.com accumulated the highest AI citation share on this market at 20.62% across the 7-run window, with Zillow at 15.72% sitting 4.90 percentage points behind it. The top 2 actors together hold more than the remaining 3 combined. The 4 sources behind youtube.com range from 15.72% down to 6.89%, a spread of 13.72 percentage points between the rank-1 and rank-5 positions. The panel composition is notable: three of the five actors — youtube.com, instagram.com, and facebook.com — are social platforms rather than specialist operators, and all five actors were cited across the full window, with 4 of the 5 actors on the panel cited in all 7 comparable runs and millionluxury.com cited in 6 of 7 comparable runs.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · October 5–11, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 20.62% AI citation share | cited in 7/7 runs |
| Zillow | #2 | 15.72% AI citation share | cited in 7/7 runs |
| instagram.com | #3 | 12.33% AI citation share | cited in 7/7 runs |
| facebook.com | #4 | 10.88% AI citation share | cited in 7/7 runs |
| millionluxury.com | #5 | 6.89% AI citation share | cited in 6/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · October 5–11, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking at 20.62%, cited in 7 of 7 comparable runs. As a social platform rather than a specialist operator, its lead on this surface signals that AI Overviews on this market draw heavily from user-generated and video content when assembling citation sources.
Zillow records 15.72% AI citation share on this market and sits 4.90 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, Zillow is the highest-ranked non-platform domain on the panel — a visible domain that accumulated citation volume across the full window.
instagram.com records 12.33% AI citation share on this market, sitting 8.28 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it is the second social platform on the panel, reinforcing the platform-heavy composition of this AI Overview citation surface.
facebook.com records 10.88% AI citation share on this market and sits 9.73 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it is the third social platform in the governed top-5 panel.
millionluxury.com records 6.89% AI citation share on this market, sitting 13.72 percentage points behind youtube.com. It was cited in 6 of 7 comparable runs, making it the only actor on the panel not cited in every run — a niche domain present alongside platforms that carry far larger cumulative citation volumes.
Pattern on the observed surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · October 5–11, 2026
The panel is platform-heavy
The panel is platform-heavy: three of the five positions belong to social platforms (youtube.com, instagram.com, facebook.com), with only Zillow and millionluxury.com representing non-platform domains. The top 3 actors together hold more than the remaining 2 combined, concentrating the majority of cumulative AI citation volume in the upper portion of the panel. The spread of 13.72 percentage points between the first and fifth positions describes a surface that is neither tightly contested nor sharply dominated — the gap widens gradually from youtube.com through the trailing cluster. Presence across the window is broad: 4 of the 5 actors on the panel were cited in all 7 comparable runs, with only millionluxury.com cited in 6 of 7 comparable runs.
Why this reading matters
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · October 5–11, 2026
youtube.com's rank-1 position on this AI Overview citation surface is structurally distinct from a specialist-operator lead. The citation rail for Luxury Real Estate Advisory South Florida draws more heavily from social and user-generated platforms than from focused real estate domains — a composition pattern that separates what AI Overviews cite from what a reader might expect on a specialist market surface.
Market implication
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · October 5–11, 2026
The observed AI Overview citation rail for this market is shaped by platform presence rather than specialist-operator authority. Three social platforms occupy the top three positions by cumulative citation volume over the period, and the 4 sources behind youtube.com range from 15.72% down to 6.89%. For any operator monitoring AI citation behavior on Luxury Real Estate Advisory South Florida, this observation signals that the AI Overview citation surface draws from a different source mix than a specialist-only expectation would suggest.
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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:
- October 5–11, 2026
- Published:
- October 17, 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 8195c7ce8788b1ca
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-5-11-2026 Scope: Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop Family: Ranking Top 5 Observed: October 5–11, 2026 (2026-10-05/2026-10-11) Published: October 17, 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-5-11-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-october-5-11-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory South Florida market at 20.62%, leading the top-5 panel observed across 7 comparable scheduled runs from October 5–11, 2026. Key facts: • youtube.com: 21% AI citation share · cited in 7/7 runs • Zillow: 16% AI citation share · cited in 7/7 runs • instagram.com: 12% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (October 5–11, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 20.62% AI citation share · cited in 7/7 runs — #1 2. Zillow — 15.72% AI citation share · cited in 7/7 runs — #2 3. instagram.com — 12.33% AI citation share · cited in 7/7 runs — #3 4. facebook.com — 10.88% AI citation share · cited in 7/7 runs — #4 5. millionluxury.com — 6.89% AI citation share · cited in 6/7 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 5–11, 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, October 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop · October 5–11, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791740225591_5p2717. 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 (October 17, 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-5-11-2026 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: 8195c7ce8788b1ca
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 · October 5–11, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791740225591_5p2717. 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 governed market panel. It does not measure who opens those AI answers, nor does it reflect organic search ranking.
- Does this card prove a longer-term trend in AI citation behavior?
- No. This card observes cumulative AI citation volume across 7 comparable scheduled runs in an observation period from October 5–11, 2026. AI Overview content varies by query, model, and date; a single window does not establish a multi-month trend.
- Why do social platforms appear ahead of specialist real estate domains on this surface?
- The card observes what AI Overviews cite — it does not explain why. The governed top-5 panel shows youtube.com, instagram.com, and facebook.com accumulating more AI citations than most specialist domains over this window. The reasons behind AI Overview source selection fall outside the scope of this observation.
Scope and limitations
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · October 5–11, 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, October 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 5–11, 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 in an observation period. 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 2026-10-17 · Governed capture ID · pr_1791740225591_5p2717
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 South Florida room places this AI Citation Ranking — Top 5 reading alongside the market’s other published observations.
For the same observation window, October 5–11, 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 October 5–11, 2026; compare the stated reading bases before drawing a cross-market conclusion.
