— 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 market across the 7-run window from August 3–9, 2026, recording 22.60%.
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- Market
- Luxury Real Estate Advisory South Florida
- Location
- Miami / Palm Beach
- Observed period
- August 3–9, 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 flow to platforms — not to the market's specialist domains.”
Quick answer
The remaining four actors on the top-5 panel sit in a narrow band behind it.
Key reading
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 3–9, 2026
youtube.com accumulated the highest AI citation share on this market panel across the observation period, at 22.60%. The four sources behind youtube.com range from 9.82% down to 7.92%, a compressed trailing group separated from the lead by a spread of 14.68 percentage points. The top 2 actors together hold more than the remaining 3 combined. All five actors on the panel were cited in all 7 comparable runs, yet no single actor converted that citation presence into a commanding share of the surface. The panel is shaped by platforms — youtube.com, instagram.com, and facebook.com occupy the top three positions — while the two niche domains, millionluxury.com and luxlifemiamiblog.com, sit at the bottom of the governed panel.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 3–9, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 22.60% AI citation share | cited in 7/7 runs |
| instagram.com | #2 | 9.82% AI citation share | cited in 7/7 runs |
| facebook.com | #3 | 8.98% AI citation share | cited in 7/7 runs |
| millionluxury.com | #4 | 8.55% AI citation share | cited in 7/7 runs |
| luxlifemiamiblog.com | #5 | 7.92% 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 3–9, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking with 22.60% of AI citation share on this market. As a general-purpose platform, it accumulated more than twice the citation volume of any single trailing actor across the 7-run window — cited in 7 of 7 comparable runs.
instagram.com records 9.82% AI citation share on this market and sits 12.78 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, this social platform occupies the second position on the period-wide panel despite holding less than a tenth of total citations.
facebook.com records 8.98% AI citation share on this market, sitting 13.62 percentage points behind youtube.com. Another social platform cited in 7 of 7 comparable runs, it trails instagram.com by a narrow margin and anchors the middle of the governed panel.
millionluxury.com records 8.55% AI citation share on this market and sits 14.04 percentage points behind youtube.com. As a niche domain cited in 7 of 7 comparable runs, it is the highest-ranked focused source on this panel — yet its cumulative share barely separates it from the actors immediately above and below.
luxlifemiamiblog.com records 7.92% AI citation share on this market, the lowest on the governed top-5 panel, and sits 14.68 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, this niche domain closes the panel at a share that is less than a tenth of total AI citations observed across the window.
Pattern on the observed surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 3–9, 2026
The AI Overview citation surface for this market is top-heav
The AI Overview citation surface for this market is top-heavy but not concentrated around a single source. youtube.com holds a clear lead, yet the four trailing actors cluster tightly — the 4 sources behind youtube.com range from 9.82% down to 7.92%. Three of the five panel positions belong to social platforms, which collectively outweigh the two niche domains. The surface reads as platform-dominated at the top, with focused real-estate sources present but unable to separate from each other in cumulative citation volume over the period.
Why this reading matters
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 3–9, 2026
youtube.com — a general-purpose platform with no specialization in luxury real estate advisory — holds the rank-1 AI citation share on this market panel across the 7-run window. The two niche domains that do focus on South Florida luxury property, millionluxury.com and luxlifemiamiblog.com, sit at the bottom of the governed panel. On this AI Overview citation surface, platform breadth appears to outperform market-specific focus.
Market implication
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 3–9, 2026
The observed AI Overview citation rail for Luxury Real Estate Advisory South Florida across this 7-run window signals that no actor has locked in established authority on this surface over the period. The top 2 actors together hold more than the remaining 3 combined, but the lead itself — youtube.com at 22.60% — leaves the majority of citation volume distributed across the rest of the panel. For operators monitoring AI citation visibility, the surface remains open: platform sources capture the highest positions, and the niche domains that carry market-specific content have not yet separated from each other in cumulative citation share.
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 3–9, 2026
- Published:
- August 15, 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 e97f381c988dc168
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-3-9-2026 Scope: Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop Family: Ranking Top 5 Observed: August 3–9, 2026 (2026-08-03/2026-08-09) Published: August 15, 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-3-9-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-august-3-9-2026/citation.txt Reuse terms: https://theobservatory.io/terms youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory South Florida market across the 7-run window from August 3–9, 2026, recording 22.60%. Key facts: • youtube.com: 23% AI citation share · cited in 7/7 runs • instagram.com: 10% 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 3–9, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 22.60% AI citation share · cited in 7/7 runs — #1 2. instagram.com — 9.82% AI citation share · cited in 7/7 runs — #2 3. facebook.com — 8.98% AI citation share · cited in 7/7 runs — #3 4. millionluxury.com — 8.55% AI citation share · cited in 7/7 runs — #4 5. luxlifemiamiblog.com — 7.92% 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 3–9, 2026. AI Overview citation evidence was available on 7 of 7 runs. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator, aggregated from 105 observed queries. The primary metric is AI citation share on this market. Per-actor presence frequency reflects the count of comparable runs in which the actor carried citation signal. 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 3–9, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787899656570_2bui3t. 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 15, 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-3-9-2026 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: e97f381c988dc168
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 3–9, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787899656570_2bui3t. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI citation share on this market measure?
- It measures how often a domain appears as a cited source inside AI Overview answers when Google responds to queries in this market's observed query set. It does not measure who opens the AI Overview answer or where a domain ranks in organic search results.
- Does this card prove a longer-term trend in AI citation behavior?
- No. This card observes an observation period of 7 comparable scheduled runs from August 3–9, 2026. AI Overview content varies by query, model, and date; a single window does not establish a multi-month trend.
- Why do platforms appear ahead of market-specific domains on this panel?
- The card observes the AI Overview citation rail as it appeared across the window. It records which domains AI Overviews cited, not why. The panel reflects cumulative citation volume over the period, ranked on one common period-wide denominator across 105 observed queries.
Scope and limitations
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · August 3–9, 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 3–9, 2026. AI Overview citation evidence was available on 7 of 7 runs. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator, aggregated from 105 observed queries. The primary metric is AI citation share on this market. Per-actor presence frequency reflects the count of comparable runs in which the actor carried citation signal.
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 3–9, 2026. AI Overview citation evidence available on 7 of 7 runs. This observation does not establish a longer-term trend. No claim about AI Overview 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 2026-08-15 · Governed capture ID · pr_1787899656570_2bui3t
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 3–9, 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 3–9, 2026; compare the stated reading bases before drawing a cross-market conclusion.
