— 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 panel across the 7-run window August 10–16, 2026, at 21.74%.
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- Market
- Luxury Real Estate Advisory South Florida
- Location
- Miami / Palm Beach
- Observed period
- August 10–16, 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
“On South Florida luxury real estate, AI Overview citations scatter across platforms and niche domains — no actor has locked the surface.”
Quick answer
The remaining top-5 actors — instagram.com, facebook.com, millionluxury.com, and luxlifemiamiblog.com — each record single-digit shares.
Key reading
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 10–16, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking at 21.74%, but the 4 sources behind youtube.com range from 9.49% down to 7.71% — a compressed trailing cluster that sits between 12.25 and 14.03 percentage points behind it. instagram.com and facebook.com, both social platforms, record 9.49% and 9.19% respectively, while millionluxury.com — a niche domain — matches facebook.com at 9.19%. luxlifemiamiblog.com closes the governed top-5 panel at 7.71%. The spread between the rank-1 actor and the rank-5 actor is 14.03 percentage points, yet the gap separating the four trailing actors from each other is narrow, signaling a surface where the citation lead is clear but the contest for the remaining positions is tightly packed.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 10–16, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 21.74% AI citation share | cited in 7/7 runs |
| instagram.com | #2 | 9.49% AI citation share | cited in 7/7 runs |
| facebook.com | #3 | 9.19% AI citation share | cited in 7/7 runs |
| millionluxury.com | #4 | 9.19% AI citation share | cited in 7/7 runs |
| luxlifemiamiblog.com | #5 | 7.71% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 10–16, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 21.74%, and was cited in 7 of 7 comparable runs. As a general-purpose platform, it accumulated the highest AI citation volume across the window — the top 2 actors together hold more than the remaining 3 combined.
instagram.com records 9.49% AI citation share on this market and was cited in 7 of 7 comparable runs. It sits 12.25 percentage points behind youtube.com on AI citation share on this market, placing it at the top of the compressed trailing cluster.
facebook.com records 9.19% AI citation share on this market, cited in 7 of 7 comparable runs. Another social platform on this panel, it sits 12.55 percentage points behind youtube.com on AI citation share on this market — virtually level with millionluxury.com.
millionluxury.com records 9.19% AI citation share on this market, matching facebook.com exactly. Cited in 7 of 7 comparable runs, this niche domain occupies a position on the AI Overview citation panel alongside platforms with far larger general audiences.
luxlifemiamiblog.com records 7.71% AI citation share on this market and sits 14.03 percentage points behind youtube.com. Despite holding the lowest share on the governed top-5 panel, it was cited in 7 of 7 comparable runs across the window.
Pattern on the observed surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 10–16, 2026
The panel is top-heavy in structure
The panel is top-heavy in structure: the top 2 actors together hold more than the remaining 3 combined, and the top 3 actors together hold more than the remaining 2 combined. Yet the trailing cluster is remarkably compressed — the 4 sources behind youtube.com range from 9.49% down to 7.71%. The surface mixes social platforms and niche domains, with no specialist operator appearing in the governed top-5 panel. All 5 actors on the panel were cited in all 7 comparable runs, indicating broad citation distribution across the window rather than concentration in a few isolated runs.
Why this reading matters
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 10–16, 2026
youtube.com — a general-purpose platform — holds the rank-1 position on the AI Overview citation rail for Luxury Real Estate Advisory South Florida across this 7-run window. The remaining four positions split between two other social platforms and two focused sources, a composition that places platform content ahead of specialist real estate domains on this observed surface.
Market implication
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 10–16, 2026
This observation signals that the AI Overview citation surface for luxury real estate in South Florida is distributed and unsettled across the 7-run window. No single actor has accumulated a share large enough to anchor the citation rail, and the narrow gaps among the trailing four actors suggest that small shifts in AI citation behavior could reorder positions below the lead. For operators monitoring this surface, the reading is that citation visibility on this market's AI Overview rail remains open rather than consolidated.
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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 10–16, 2026
- Published:
- August 22, 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 67df26cdbbbad52b
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-10-16-2026 Scope: Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop Family: Ranking Top 5 Observed: August 10–16, 2026 (2026-08-10/2026-08-16) Published: August 22, 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-10-16-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-august-10-16-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory South Florida panel across the 7-run window August 10–16, 2026, at 21.74%. Key facts: • youtube.com: 22% AI citation share · cited in 7/7 runs • instagram.com: 9% AI citation share · cited in 7/7 runs • facebook.com: 9% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (August 10–16, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 21.74% AI citation share · cited in 7/7 runs — #1 2. instagram.com — 9.49% AI citation share · cited in 7/7 runs — #2 3. facebook.com — 9.19% AI citation share · cited in 7/7 runs — #3 4. millionluxury.com — 9.19% AI citation share · cited in 7/7 runs — #4 5. luxlifemiamiblog.com — 7.71% AI citation share · cited in 7/7 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 10–16, 2026. The governed top-5 panel is ranked by cumulative AI citation volume over the period, with each actor's share calculated against one single period-wide denominator. The observation is aggregated from 105 observed queries per run. AI Overview citation evidence was available on 7 of 7 runs in the comparable window. AI Overview content is volatile by nature — results may vary by query, model, and date. 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 10–16, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787902397865_gxcwed. 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 22, 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-10-16-2026 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: 67df26cdbbbad52b
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 10–16, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787902397865_gxcwed. 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 the Luxury Real Estate Advisory South Florida market. 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 a 7-run window from August 10–16, 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 platforms appear ahead of specialist real estate domains on this panel?
- This card observes the AI Overview citation rail only and does not explain why AI selects certain sources. The governed top-5 panel shows that social platforms and niche domains accumulated the highest citation volumes across the window; no specialist operator appeared in the top 5 during this period.
Scope and limitations
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 10–16, 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 10–16, 2026. The governed top-5 panel is ranked by cumulative AI citation volume over the period, with each actor's share calculated against one single period-wide denominator. The observation is aggregated from 105 observed queries per run. AI Overview citation evidence was available on 7 of 7 runs in the comparable window. AI Overview content is volatile by nature — results may vary by query, model, 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 7 comparable scheduled runs, August 10–16, 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 2026-08-22 · Governed capture ID · pr_1787902397865_gxcwed
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 10–16, 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 10–16, 2026; compare the stated reading bases before drawing a cross-market conclusion.
