— 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 in the period-wide ranking at 19.75%, observed across 7 comparable scheduled runs in the Luxury Real Estate Advisory South Florida panel (August 31 – September 6, 2026).
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- Market
- Luxury Real Estate Advisory South Florida
- Location
- Miami / Palm Beach
- Observed period
- Aug 31 – Sep 6, 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 answer South Florida luxury real estate queries, social platforms — not specialist domains — collect the citations.”
Quick answer
facebook.com follows at 14.08%, with instagram.com and millionluxury.com tied at 8.67% and Zillow at 6.00%.
Key reading
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Aug 31 – Sep 6, 2026
youtube.com holds the strongest AI citation share on this market at 19.75% across the 7-run window, yet the 4 sources behind youtube.com range from 14.08% down to 6.00%. The top 2 actors together hold more than the remaining 3 combined, but neither youtube.com nor facebook.com is classified as a specialist operator on this surface — both are social platforms. Across the 7-run window, the Luxury Real Estate Advisory South Florida panel presents a distributed competitive structure — AI citation visibility is spread across multiple actors rather than concentrated in one or two names. millionluxury.com, the only non-platform domain in the top four, matches instagram.com at 8.67%, while Zillow sits at the bottom of the governed top-5 panel at 6.00%, 13.75 percentage points behind youtube.com.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Aug 31 – Sep 6, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 19.75% AI citation share | cited in 7/7 runs |
| facebook.com | #2 | 14.08% AI citation share | cited in 7/7 runs |
| instagram.com | #3 | 8.67% AI citation share | cited in 7/7 runs |
| millionluxury.com | #4 | 8.67% AI citation share | cited in 7/7 runs |
| Zillow | #5 | 6.00% 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 · Aug 31 – Sep 6, 2026
youtube.com holds the strongest AI citation share on this market at 19.75% across the period, cited in 7 of 7 comparable runs. As a social platform rather than a specialist operator, its rank-1 position on the AI Overview citation rail signals that AI Overviews draw on user-generated video content when sourcing answers for luxury real estate queries in Miami / Palm Beach.
facebook.com records 14.08% AI citation share on this market and sits 5.67 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it reinforces the social-platform pattern at the top of this panel — a second general-purpose platform occupying the second position on the AI Overview citation rail.
instagram.com records 8.67% AI citation share on this market, 11.08 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it is the third social platform in the governed top-5 — extending the platform concentration into the middle of the panel.
millionluxury.com records 8.67% AI citation share on this market, matching instagram.com and sitting 11.08 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it is the only focused source in the top four of this panel — a niche domain holding its own alongside three social platforms.
Zillow records 6.00% AI citation share on this market and sits 13.75 percentage points behind youtube.com. Cited in 6 of 7 comparable runs, it is the only actor on the governed top-5 panel not present across every run in the window.
Pattern on the observed surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Aug 31 – Sep 6, 2026
The panel is top-heavy by platform type
The panel is top-heavy by platform type: three social platforms occupy the top three positions, and the top 3 actors together hold more than the remaining 2 combined. Yet no single actor crosses 19.75%, and the spread from rank 1 to rank 5 is 13.75 percentage points — wide enough to separate youtube.com from the rest, but not wide enough to signal concentration around a single source. The only focused source in the top four, millionluxury.com, sits level with instagram.com, while Zillow — the sole actor not cited in every run — anchors the bottom of the panel. The surface reads as distributed in share but structurally dominated by platform-type sources.
Why this reading matters
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Aug 31 – Sep 6, 2026
youtube.com's rank-1 position on the AI Overview citation rail for Luxury Real Estate Advisory South Florida means that when AI Overviews source answers about luxury property in Miami / Palm Beach, they reach for user-generated video content ahead of every specialist real estate domain and every listing-focused source on this governed top-5 panel.
Market implication
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Aug 31 – Sep 6, 2026
The AI Overview citation surface for Luxury Real Estate Advisory South Florida is structurally wide open for specialist operators. Across the 7-run window, social platforms collected the largest cumulative citation shares, but no actor on the panel accumulated a commanding position. 4 of the 5 actors on the panel were cited in all 7 comparable runs; 1 were cited in fewer runs — indicating broad but shallow citation distribution. For any operator tracking AI citation visibility on this market, the observation signals that the citation rail has not consolidated around specialist real estate 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:
- Aug 31 – Sep 6, 2026
- Published:
- September 12, 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 6416a99dbc04b87b
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-august-31-to-september-6-2026 Scope: Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop Family: Ranking Top 5 Observed: Aug 31 – Sep 6, 2026 (2026-08-31/2026-09-06) Published: September 12, 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-august-31-to-september-6-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-august-31-to-september-6-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on this market in the period-wide ranking at 19.75%, observed across 7 comparable scheduled runs in the Luxury Real Estate Advisory South Florida panel (August 31 – September 6, 2026). Key facts: • youtube.com: 20% AI citation share · cited in 7/7 runs • facebook.com: 14% AI citation share · cited in 7/7 runs • instagram.com: 9% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (Aug 31 – Sep 6, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 19.75% AI citation share · cited in 7/7 runs — #1 2. facebook.com — 14.08% AI citation share · cited in 7/7 runs — #2 3. instagram.com — 8.67% AI citation share · cited in 7/7 runs — #3 4. millionluxury.com — 8.67% AI citation share · cited in 7/7 runs — #4 5. Zillow — 6.00% AI citation share · cited in 6/7 runs — #5 Reading basis: This card observes the AI Overview citation rail for Luxury Real Estate Advisory South Florida in Miami / Palm Beach on Google desktop across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026. The governed top-5 panel is ranked by cumulative AI citation volume over the period, aggregated from 105 observed queries per run. Per-actor values represent each actor's share of the single period-wide citation total across all 7 runs. AI Overview citation evidence was available on 7 of 7 runs. The primary metric is AI citation share on this market. AI Overview content varies by query, model, and date; this window does not establish a longer-term pattern. 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, September 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop · Aug 31 – Sep 6, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1788715256281_9d5zh3. 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 (September 12, 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-august-31-to-september-6-2026 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: 6416a99dbc04b87b
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 · Aug 31 – Sep 6, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1788715256281_9d5zh3. 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 105 queries observed for Luxury Real Estate Advisory South Florida. It does not measure who opens those AI Overview answers, nor does it reflect organic search ranking.
- Can this card establish a longer-term trend in AI citation behavior?
- No. This card aggregates 7 comparable scheduled runs in an observation period (August 31 – September 6, 2026). AI Overview content varies by query, model, and date. The observation captures one window, not a multi-month trajectory.
- Why do social platforms lead the AI Overview citation panel for a luxury real estate market?
- This card observes which domains AI Overviews cite — it does not explain why. The governed top-5 panel shows that youtube.com, facebook.com, and instagram.com accumulated the highest citation shares across the window. The card does not claim these platforms are real estate operators or that their citation position reflects business-market standing.
Scope and limitations
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Aug 31 – Sep 6, 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, September 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview citation rail for Luxury Real Estate Advisory South Florida in Miami / Palm Beach on Google desktop across 7 comparable scheduled runs in the observation period August 31 – September 6, 2026. The governed top-5 panel is ranked by cumulative AI citation volume over the period, aggregated from 105 observed queries per run. Per-actor values represent each actor's share of the single period-wide citation total across all 7 runs. AI Overview citation evidence was available on 7 of 7 runs. The primary metric is AI citation share on this market. AI Overview content varies by query, model, and date; this window does not establish a longer-term pattern.
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 (August 31 – September 6, 2026). AI Overview citation evidence available on 7 of 7 runs. No claim about AI opening control or organic visibility. This observation does not establish a longer-term trend.
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 2026-09-12 · Governed capture ID · pr_1788715256281_9d5zh3
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.
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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 South Florida room places this AI Citation Ranking — Top 5 reading alongside the market’s other published observations.
For the same observation window, Aug 31 – Sep 6, 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 Aug 31 – Sep 6, 2026; compare the stated reading bases before drawing a cross-market conclusion.
