— 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 across the 7-run window from June 22–28, 2026, recording 18.34% of all AI Overview citations observed on the Luxury Real Estate Advisory South Florida panel.
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- Market
- Luxury Real Estate Advisory South Florida
- Location
- Miami / Palm Beach
- Observed period
- June 22–28, 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
“Three platforms claim the top AI Overview citation positions for Luxury Real Estate Advisory South Florida — and no specialist operator breaks through.”
Quick answer
The top 3 actors together hold more than the remaining 2 combined.
Key reading
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · June 22–28, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking at 18.34%, but the 4 sources behind youtube.com range from 10.64% down to 6.23% — a spread of 12.10 percentage points between the top and bottom of the governed top-5 panel. millionluxury.com and reddit.com each record 10.64%, sitting 7.70 percentage points behind youtube.com on AI citation share on this market. luxlifemiamiblog.com follows closely at 10.39%. The non-obvious read: three of the five panel positions belong to general-purpose platforms rather than specialist operators, and the two niche domains that do appear sit in the middle of the panel rather than at the top.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · June 22–28, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 18.34% AI citation share | cited in 7/7 runs |
| millionluxury.com | #2 | 10.64% AI citation share | cited in 7/7 runs |
| reddit.com | #3 | 10.64% AI citation share | cited in 7/7 runs |
| luxlifemiamiblog.com | #4 | 10.39% AI citation share | cited in 7/7 runs |
| facebook.com | #5 | 6.23% 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 · June 22–28, 2026
youtube.com holds the strongest AI citation share on this market at 18.34%, accumulated across all 7 comparable runs. As a general-purpose platform, it occupies the rank-1 position on the AI Overview citation rail for a luxury real estate market — cited in 7 of 7 comparable runs.
millionluxury.com records 10.64% AI citation share on this market and sits 7.70 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it is one of only two focused sources on the governed panel — a niche domain appearing alongside platforms with far broader content footprints.
reddit.com matches millionluxury.com at 10.64% AI citation share, also sitting 7.70 percentage points behind youtube.com. A user-generated discussion platform cited in 7 of 7 comparable runs, it draws AI Overview citations at the same cumulative rate as a domain focused specifically on luxury property.
luxlifemiamiblog.com records 10.39% AI citation share on this market, sitting 7.95 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it is the second focused source on the panel and trails the two rank-2 actors by a narrow margin.
facebook.com records 6.23% AI citation share on this market and sits 12.10 percentage points behind youtube.com — the widest gap on the panel. It was cited in 6 of 7 comparable runs, making it the only actor on the governed top-5 panel not present in every run.
Pattern on the observed surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · June 22–28, 2026
The panel splits into a platform-heavy structure
The panel splits into a platform-heavy structure: three of the five positions belong to general-purpose platforms (youtube.com, reddit.com, facebook.com), while two focused sources (millionluxury.com, luxlifemiamiblog.com) occupy the middle ranks. The top 2 actors together hold more than the remaining 3 combined, yet no single actor commands a decisive share — the 4 sources behind youtube.com range from 10.64% down to 6.23%. The surface is distributed rather than concentrated around a single authority, with the rank-1 actor holding less than a fifth of the period's total AI citations.
Why this reading matters
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · June 22–28, 2026
youtube.com — a general-purpose platform — leads the AI Overview citation rail on a market where specialist luxury real estate advisory content might be expected to surface first. The two niche domains that do appear on the panel, millionluxury.com and luxlifemiamiblog.com, sit in the middle ranks rather than at the top, suggesting that AI Overviews for this market's queries drew disproportionately from broad-audience platforms over the observed period.
Market implication
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · June 22–28, 2026
The observed AI Overview citation surface for Luxury Real Estate Advisory South Florida is distributed across platforms and niche domains with no single actor accumulating a commanding share across the 7-run window. This signals that the AI citation rail for this market remains open to competitive movement — the gap between the rank-1 platform and the focused sources behind it is narrow enough that shifts in AI Overview sourcing behavior could reshape the panel.
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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:
- June 22–28, 2026
- Published:
- July 4, 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 3065b00f2bf90fe5
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-june-22-28-2026 Scope: Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop Family: Ranking Top 5 Observed: June 22–28, 2026 (2026-06-22/2026-06-28) Published: July 4, 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-june-22-28-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-june-22-28-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on this market across the 7-run window from June 22–28, 2026, recording 18.34% of all AI Overview citations observed on the Luxury Real Estate Advisory South Florida panel. Key facts: • youtube.com: 18% AI citation share · cited in 7/7 runs • millionluxury.com: 11% AI citation share · cited in 7/7 runs • reddit.com: 11% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (June 22–28, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 18.34% AI citation share · cited in 7/7 runs — #1 2. millionluxury.com — 10.64% AI citation share · cited in 7/7 runs — #2 3. reddit.com — 10.64% AI citation share · cited in 7/7 runs — #3 4. luxlifemiamiblog.com — 10.39% AI citation share · cited in 7/7 runs — #4 5. facebook.com — 6.23% 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 June 22–28, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator across all 7 runs. The primary metric is AI citation share on this market, aggregated from 105 observed queries. AI Overview citation evidence was available on 7 of 7 runs in the comparable window. 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, June 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop · June 22–28, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791426672853_35i8hq. 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 (July 4, 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-june-22-28-2026 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: 3065b00f2bf90fe5
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 · June 22–28, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791426672853_35i8hq. 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.
- Can this card establish a longer-term trend in AI citation behavior?
- No. This card observes a 7-run window from June 22–28, 2026. AI Overview content varies by query, model behavior, and date. The period aggregation widens the evidence base beyond a single run but does not establish a multi-month trajectory.
- Why do platforms appear ahead of specialist real estate domains on this panel?
- The card observes which domains AI Overviews cited most often across 105 queries over 7 comparable runs. It does not explain why AI selected those sources. The observation records the outcome on the citation surface, not the underlying model logic.
Scope and limitations
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · June 22–28, 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, June 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 June 22–28, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator across all 7 runs. The primary metric is AI citation share on this market, aggregated from 105 observed queries. AI Overview citation evidence was available on 7 of 7 runs in the comparable window.
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, June 22–28, 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 2026-07-04 · Governed capture ID · pr_1791426672853_35i8hq
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, June 22–28, 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 June 22–28, 2026; compare the stated reading bases before drawing a cross-market conclusion.
