— 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 20.70%, leading the top-5 panel on the AI Overview citation rail for Luxury Real Estate Advisory South Florida across 6 comparable scheduled runs in the observation period August 17–23, 2026.
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- Market
- Luxury Real Estate Advisory South Florida
- Location
- Miami / Palm Beach
- Observed period
- August 17–23, 2026
- Run type
- Period run · 6 comparable runs
- Queries
- 105 queries per run
- Search engine
- Device
- Desktop
- Source location
- United States
- Reading
- Ranking Top 5 · AI citation
“On the Luxury Real Estate Advisory South Florida AI Overview citation rail, platforms — not specialist domains — claim the top-5 panel.”
Quick answer
youtube.com holds the strongest AI citation share on this market at 20.70%, leading the top-5 panel on the AI Overview citation rail for Luxury Real Estate Advisory South Florida across 6 comparable scheduled runs in the observation period August 17–23, 2026.
Key reading
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 17–23, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 20.70% — but the overall panel remains distributed, with no single name pulling away decisively on the observed AI Overview citation surface. The 4 sources behind youtube.com range from 11.67% down to 7.10%, and the top 2 actors together hold more than the remaining 3 combined. Three of the five panel positions belong to social platforms (youtube.com, facebook.com, instagram.com), while two niche domains — millionluxury.com and luxlifemiamiblog.com — hold the lower ranks. The spread between the rank-1 and rank-5 actor is 13.60 percentage points, wide enough to mark youtube.com's lead as structurally clear but not so large as to render the trailing actors invisible.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 17–23, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 20.70% AI citation share | cited in 6/6 runs |
| facebook.com | #2 | 11.67% AI citation share | cited in 6/6 runs |
| millionluxury.com | #3 | 9.99% AI citation share | cited in 6/6 runs |
| instagram.com | #4 | 8.06% AI citation share | cited in 6/6 runs |
| luxlifemiamiblog.com | #5 | 7.10% AI citation share | cited in 6/6 runs |
How the actors read on the surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 17–23, 2026
youtube.com holds the strongest AI citation share on this market at 20.70%, accumulated across the 6-run window. As a general-purpose platform rather than a specialist operator, its rank-1 position on this AI Overview citation rail signals that AI Overviews draw heavily on video content when answering luxury real estate queries in Miami / Palm Beach. youtube.com was cited in 6 of 6 comparable runs.
facebook.com records 11.67% AI citation share on this market and sits 9.03 percentage points behind youtube.com. Another social platform occupying the second position on this surface, facebook.com was cited in 6 of 6 comparable runs, accumulating a cumulative citation volume that places it 9.03 percentage points behind the panel leader.
millionluxury.com records 9.99% AI citation share on this market, the highest share among the non-platform domains on this panel. It sits 10.71 percentage points behind youtube.com and was cited in 6 of 6 comparable runs. As a niche domain, its position at rank 3 places it ahead of instagram.com — a notable surface read.
instagram.com records 8.06% AI citation share on this market and sits 12.64 percentage points behind youtube.com. Despite being a social platform like the rank-1 and rank-2 actors, instagram.com records 8.06% against youtube.com's 20.70% over the period. It was cited in 6 of 6 comparable runs.
luxlifemiamiblog.com records 7.10% AI citation share on this market, the lowest on the governed panel, and sits 13.60 percentage points behind youtube.com. As a focused source visible on this surface, it was cited in 6 of 6 comparable runs — present across the window despite holding the smallest cumulative share.
Pattern on the observed surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 17–23, 2026
The panel is platform-heavy
The panel is platform-heavy: three of the five positions belong to social platforms, with the two remaining slots held by niche domains. The surface is top-loaded but not monopolized — the top 2 actors together hold more than the remaining 3 combined, yet the 4 sources behind youtube.com sit between 9.03 and 13.60 percentage points behind it, forming a trailing cluster that is compressed rather than scattered. All 5 actors on the panel were cited in all 6 comparable runs. The absence of any specialist real estate operator from the governed top-5 is the structural signature of this AI Overview citation surface.
Why this reading matters
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 17–23, 2026
youtube.com's rank-1 position on the AI Overview citation rail for Luxury Real Estate Advisory South Florida raises a pointed surface question: when AI Overviews answer luxury real estate queries in Miami / Palm Beach, they cite general-purpose platforms more than any focused source. The two niche domains on the panel — millionluxury.com and luxlifemiamiblog.com — together sit in the lower half, while the platform trio occupies the top two and the fourth position.
Market implication
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 17–23, 2026
The observed AI Overview citation surface for this market remains distributed — no single name has pulled away decisively across the 6-run window. For any operator monitoring AI citation visibility in Luxury Real Estate Advisory South Florida, the implication is that the citation rail is shaped by platform content rather than specialist domains, and the gap between the rank-1 actor and the rest of the panel, while clear at 13.60 percentage points, leaves the trailing positions within reach of recomposition as AI Overview content selection evolves.
Read within the scope and limitations of this card.
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 17–23, 2026
- Published:
- August 29, 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 63de2dd609cd303a
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-17-23-2026 Scope: Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop Family: Ranking Top 5 Observed: August 17–23, 2026 (2026-08-17/2026-08-23) Published: August 29, 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-17-23-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-august-17-23-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on this market at 20.70%, leading the top-5 panel on the AI Overview citation rail for Luxury Real Estate Advisory South Florida across 6 comparable scheduled runs in the observation period August 17–23, 2026. Key facts: • youtube.com: 21% AI citation share · cited in 6/6 runs • facebook.com: 12% AI citation share · cited in 6/6 runs • millionluxury.com: 10% AI citation share · cited in 6/6 runs Published table — Citation share — top 5 (August 17–23, 2026 · 105 queries per run · 6 comparable runs): Rank · Actor · Citation share 1. youtube.com — 20.70% AI citation share · cited in 6/6 runs — #1 2. facebook.com — 11.67% AI citation share · cited in 6/6 runs — #2 3. millionluxury.com — 9.99% AI citation share · cited in 6/6 runs — #3 4. instagram.com — 8.06% AI citation share · cited in 6/6 runs — #4 5. luxlifemiamiblog.com — 7.10% AI citation share · cited in 6/6 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 6 comparable scheduled runs in the observation period August 17–23, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. Per-actor presence frequency counts the comparable runs in which the actor carried citation signal. The primary metric is AI citation share on this market. The source query set comprises 105 observed queries. AI Overview content is volatile by nature — results vary by query, model configuration, and date. Limitations and non-claims: — Observes the observed AI citation surface only; within a defined scope and window. — A period aggregate (6 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 17–23, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787902211434_9aupsh. 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 (August 29, 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-17-23-2026 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: 63de2dd609cd303a
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 17–23, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787902211434_9aupsh. 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 Overview answers, nor does it reflect organic search ranking.
- Does this card prove a longer-term trend in AI citation behavior?
- No. This card observes 6 comparable scheduled runs in an observation period from August 17–23, 2026. AI Overview content varies by query, model, and date. The period aggregate widens the evidence base beyond a single run but does not establish a multi-month trajectory.
- Why do social platforms appear ahead of specialist real estate domains?
- This card observes the AI Overview citation rail only — it records which domains AI Overviews cite as sources. The ranking reflects cumulative citation volume over the period, not business-market standing or organic search position. Platform content may be cited for different reasons than specialist content.
Scope and limitations
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 17–23, 2026 · what this card does not claim
- Observes the observed AI citation surface only; within a defined scope and window.
- A period aggregate (6 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 6 comparable scheduled runs in the observation period August 17–23, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. Per-actor presence frequency counts the comparable runs in which the actor carried citation signal. The primary metric is AI citation share on this market. The source query set comprises 105 observed queries. AI Overview content is volatile by nature — results vary by query, model configuration, and date.
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 6 comparable scheduled runs in the observation period August 17–23, 2026. AI Overview citation evidence was available on 6 of 6 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 2026-08-29 · Governed capture ID · pr_1787902211434_9aupsh
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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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 17–23, 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 August 17–23, 2026; compare the stated reading bases before drawing a cross-market conclusion.
