— 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 17.10%, leading the top-5 panel for Luxury Real Estate Advisory South Florida across the 7-run window from August 24–30, 2026.
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- Market
- Luxury Real Estate Advisory South Florida
- Location
- Miami / Palm Beach
- Observed period
- August 24–30, 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
“Social platforms, not specialist domains, capture the most AI Overview citations in South Florida luxury real estate.”
Quick answer
facebook.com follows at 13.47%, with millionluxury.com, luxlifemiamiblog.com, and instagram.com completing the panel.
Key reading
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 24–30, 2026
The AI Overview citation rail for this market is distributed across the period: youtube.com holds 17.10% and facebook.com records 13.47%, yet the top 2 actors together hold more than the remaining 3 combined. The 4 sources behind youtube.com range from 13.47% down to 5.31%, and the spread between the rank-1 and rank-5 positions is 11.79 percentage points. None of the 5 actors on the panel were cited in all 7 comparable runs. AI Overview citation evidence was available on 6 of 7 runs in the comparable window; one run on August 26, 2026 returned no AI Overview source competitors.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 24–30, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 17.10% AI citation share | cited in 6/7 runs |
| facebook.com | #2 | 13.47% AI citation share | cited in 6/7 runs |
| millionluxury.com | #3 | 10.10% AI citation share | cited in 6/7 runs |
| luxlifemiamiblog.com | #4 | 6.22% AI citation share | cited in 6/7 runs |
| instagram.com | #5 | 5.31% AI citation share | cited in 5/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 24–30, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 17.10%. A social platform rather than a specialist operator, it was cited in 6 of 7 comparable runs across the window — accumulating the highest citation volume on this surface over the period.
facebook.com records 13.47% AI citation share on this market and sits 3.63 percentage points behind youtube.com on AI citation share on this market. Also a social platform, it was cited in 6 of 7 comparable runs, placing it as the second-ranked source by cumulative citation volume over the period.
millionluxury.com records 10.10% AI citation share on this market, the highest-ranked focused source on the panel. It sits 6.99 percentage points behind youtube.com on AI citation share on this market and was cited in 6 of 7 comparable runs.
luxlifemiamiblog.com records 6.22% AI citation share on this market and sits 10.88 percentage points behind youtube.com on AI citation share on this market. Cited in 6 of 7 comparable runs, this niche domain occupies the fourth position in the period-wide ranking.
instagram.com records 5.31% AI citation share on this market, the lowest on the governed panel. It sits 11.79 percentage points behind youtube.com on AI citation share on this market and was cited in 5 of 7 comparable runs — the only actor on the panel with fewer than 6 appearances.
Pattern on the observed surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 24–30, 2026
The panel is top-heavy
The panel is top-heavy: the top 3 actors together hold more than the remaining 2 combined. Three of the five panel members are social platforms, and those three occupy the top two and the bottom positions, bracketing two focused sources in the middle of the ranking. The 4 sources behind youtube.com sit between 3.63 and 11.79 percentage points behind it, producing a gradual descent rather than a sharp cliff after the lead. No actor achieved citation presence across every comparable run in the window.
Why this reading matters
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 24–30, 2026
youtube.com — a general-purpose platform — holds the rank-1 position by cumulative AI citation volume on this luxury real estate surface. The two focused sources on the panel, millionluxury.com and luxlifemiamiblog.com, sit at rank 3 and rank 4 respectively, sandwiched between social platforms above and below them. The surface is shaped by platforms that host user-generated content rather than by domains built around property listings or advisory services.
Market implication
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 24–30, 2026
The AI Overview citation rail for Luxury Real Estate Advisory South Florida draws heavily on social platforms as sources across this 7-run window. The observation signals that AI Overview answers on this market cite user-generated and discussion-oriented content at a higher cumulative rate than focused or niche domains. For any actor monitoring citation visibility on this surface, the composition of the panel — three social platforms among five ranked sources — reframes what kind of content AI Overviews reference when answering luxury real estate queries in Miami / Palm Beach.
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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:
- August 24–30, 2026
- Published:
- September 5, 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 7859386e7ddbad42
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-24-30-2026 Scope: Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop Family: Ranking Top 5 Observed: August 24–30, 2026 (2026-08-24/2026-08-30) Published: September 5, 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-24-30-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-august-24-30-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on this market at 17.10%, leading the top-5 panel for Luxury Real Estate Advisory South Florida across the 7-run window from August 24–30, 2026. Key facts: • youtube.com: 17% AI citation share · cited in 6/7 runs • facebook.com: 13% AI citation share · cited in 6/7 runs • millionluxury.com: 10% AI citation share · cited in 6/7 runs Published table — Citation share — top 5 (August 24–30, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 17.10% AI citation share · cited in 6/7 runs — #1 2. facebook.com — 13.47% AI citation share · cited in 6/7 runs — #2 3. millionluxury.com — 10.10% AI citation share · cited in 6/7 runs — #3 4. luxlifemiamiblog.com — 6.22% AI citation share · cited in 6/7 runs — #4 5. instagram.com — 5.31% AI citation share · cited in 5/7 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 24–30, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 105 observed queries. AI Overview citation evidence was available on 6 of 7 runs; one run on August 26, 2026 returned no AI Overview source competitors. Aggregated metric values use the 6 runs with available evidence. 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 South Florida Miami / Palm Beach, August 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop · August 24–30, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1788110529280_18m02b. 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 5, 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-24-30-2026 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: 7859386e7ddbad42
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 · August 24–30, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1788110529280_18m02b. 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 answers, nor does it reflect organic search ranking.
- Why was AI Overview citation evidence missing on one run?
- On August 26, 2026, the run returned no AI Overview source competitors — either no AI Overview surface appeared or it appeared without source citations. The aggregated values on this card are computed from the 6 runs with available AI Overview citation evidence.
- Can this card establish a longer-term trend?
- No. This card observes an observation period of 7 comparable scheduled runs from August 24–30, 2026. AI Overview content varies by query, model, and date. A single window does not establish a trend.
Scope and limitations
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 24–30, 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, August 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 24–30, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 105 observed queries. AI Overview citation evidence was available on 6 of 7 runs; one run on August 26, 2026 returned no AI Overview source competitors. Aggregated metric values use the 6 runs with available evidence. 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 (August 24–30, 2026). AI Overview citation evidence was available on 6 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 2026-09-05 · Governed capture ID · pr_1788110529280_18m02b
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, August 24–30, 2026, Luxury Real Estate Advisory South Florida is also read in the Organic Ranking — Top 5 table and the Query Spotlight table; each keeps its own reading basis. A further AI Overview Ranking — Top 10 table for Luxury Real Estate Advisory South Florida provides additional context; it records October 5–11, 2026.
The Bangkok / Phuket reading and Dubai reading examine the same AI Citation Ranking — Top 5 for August 24–30, 2026; compare the stated reading bases before drawing a cross-market conclusion.
