— 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 July 6–12, 2026, recording 25.02% of all AI Overview citations observed on this panel.
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- Market
- Luxury Real Estate Advisory South Florida
- Location
- Miami / Palm Beach
- Observed period
- July 6–12, 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 commands the surface.”
Quick answer
youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory South Florida market across the 7-run window from July 6–12, 2026, recording 25.02% of all AI Overview citations observed on this panel.
Key reading
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 6–12, 2026
youtube.com holds the strongest AI citation share on this market at 25.02%, yet the 4 sources behind youtube.com range from 10.71% down to 6.43%. The spread between the rank-1 and rank-5 position is 18.60 percentage points, but the top 2 actors together hold more than the remaining 3 combined. The panel is a mix of general-purpose platforms and niche domains: three of the five governed actors — youtube.com, reddit.com, and instagram.com — are platforms rather than specialist operators, while millionluxury.com and luxlifemiamiblog.com are focused sources. As observed across the window, the South Florida real estate AI Overview citation surface carries a distributed visibility structure, with no name locking in a defensible position on this rail.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 6–12, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 25.02% AI citation share | cited in 7/7 runs |
| millionluxury.com | #2 | 10.71% AI citation share | cited in 7/7 runs |
| luxlifemiamiblog.com | #3 | 7.98% AI citation share | cited in 7/7 runs |
| reddit.com | #4 | 6.91% AI citation share | cited in 7/7 runs |
| instagram.com | #5 | 6.43% 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 · July 6–12, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 25.02%. It was cited in 7 of 7 comparable runs across the window, and as a general-purpose platform it sits at the top of a surface where no specialist operator appears in the governed top 5.
millionluxury.com records 10.71% AI citation share on this market and sits 14.31 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it is the highest-ranked focused source on this panel — the only niche domain to break into the top two positions on the AI Overview citation rail for South Florida luxury real estate.
luxlifemiamiblog.com records 7.98% AI citation share on this market and sits 17.04 percentage points behind youtube.com. As a niche domain cited in 7 of 7 comparable runs, it occupies a position on the AI Overview citation panel between the two focused sources and the two trailing platforms.
reddit.com records 6.91% AI citation share on this market and sits 18.11 percentage points behind youtube.com. A user-generated / discussion platform, it was cited in 7 of 7 comparable runs — its presence on a luxury real estate citation panel underscores how broadly AI Overviews draw from community-driven content on this surface.
instagram.com records 6.43% AI citation share on this market, the lowest on the governed top-5 panel, and sits 18.60 percentage points behind youtube.com. Cited in 7 of 7 comparable runs, it is the third social platform on this rail, reinforcing the platform-heavy composition of the AI Overview citation surface for this market.
Pattern on the observed surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 6–12, 2026
The panel is top-heavy but not dominated
The panel is top-heavy but not dominated. The top 2 actors together hold more than the remaining 3 combined, yet the rank-1 actor is a platform, not a specialist. Three of the five positions belong to general-purpose platforms, while two niche domains fill the middle of the panel. The 4 sources behind youtube.com sit between 14.31 and 18.60 percentage points behind it, forming a trailing cluster that is compressed relative to the gap separating them from the lead. The surface reads as distributed: platform-driven at the top, with focused sources holding mid-panel positions but not challenging for the lead.
Why this reading matters
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 6–12, 2026
youtube.com's rank-1 position on the AI Overview citation rail for Luxury Real Estate Advisory South Florida is notable because the entire governed top-5 panel contains no specialist real estate operator. The AI Overview citation surface for this market, across the 7-run window, is shaped entirely by platforms and niche content domains — a structure that signals how broadly AI Overviews source their citations on this vertical.
Market implication
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 6–12, 2026
As observed across the window, the South Florida real estate AI Overview citation surface is fully open — with a distributed visibility structure, no name has locked in a defensible position on this rail. The rank-1 actor is a general-purpose platform, and the two focused sources on the panel sit well behind it. For any operator monitoring AI citation visibility on this market, the observation signals that the citation surface has not consolidated around specialist domains.
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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:
- July 6–12, 2026
- Published:
- July 18, 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 3e3867fc5a69db5c
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-july-6-12-2026 Scope: Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop Family: Ranking Top 5 Observed: July 6–12, 2026 (2026-07-06/2026-07-12) Published: July 18, 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-july-6-12-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-july-6-12-2026/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 July 6–12, 2026, recording 25.02% of all AI Overview citations observed on this panel. Key facts: • youtube.com: 25% AI citation share · cited in 7/7 runs • millionluxury.com: 11% AI citation share · cited in 7/7 runs • luxlifemiamiblog.com: 8% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (July 6–12, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 25.02% AI citation share · cited in 7/7 runs — #1 2. millionluxury.com — 10.71% AI citation share · cited in 7/7 runs — #2 3. luxlifemiamiblog.com — 7.98% AI citation share · cited in 7/7 runs — #3 4. reddit.com — 6.91% AI citation share · cited in 7/7 runs — #4 5. instagram.com — 6.43% 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 from July 6–12, 2026. The panel ranks the top-5 actors by cumulative AI citation share on this market, aggregated from 105 observed queries per run. Per-actor values reflect the sum of each actor's citations across all comparable runs, divided by one single period-wide denominator. AI Overview citation evidence was available on 7 of 7 runs in the window. AI Overview content is volatile by nature — results may vary across queries, models, and dates. 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, July 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop · July 6–12, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791426430048_n3fxlo. 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 18, 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-july-6-12-2026 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: 3e3867fc5a69db5c
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 · July 6–12, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791426430048_n3fxlo. 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.
- How was this panel aggregated across the 7-run window?
- Raw AI Overview citations for each actor were summed across all 7 comparable scheduled runs from July 6–12, 2026, and each actor's share was calculated against one single period-wide citation total. AI Overview citation evidence was available on 7 of 7 runs in the window.
- Does this card prove a longer-term trend or reflect organic search visibility?
- No. This card reads the AI Overview citation rail only, across a 7-run observation period. It does not measure organic search presence, and it does not establish a multi-month trend. AI Overview content varies by query, model, and date — future windows may produce different results.
Scope and limitations
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 6–12, 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, July 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 from July 6–12, 2026. The panel ranks the top-5 actors by cumulative AI citation share on this market, aggregated from 105 observed queries per run. Per-actor values reflect the sum of each actor's citations across all comparable runs, divided by one single period-wide denominator. AI Overview citation evidence was available on 7 of 7 runs in the window. AI Overview content is volatile by nature — results may vary across queries, models, and dates.
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 (July 6–12, 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 2026-07-18 · Governed capture ID · pr_1791426430048_n3fxlo
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, July 6–12, 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 Hong Kong reading examine the same AI Citation Ranking — Top 5 for July 6–12, 2026; compare the stated reading bases before drawing a cross-market conclusion.
