— 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 13–19, 2026, recording 27.17% of all AI Overview citations observed over the period.
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- Market
- Luxury Real Estate Advisory South Florida
- Location
- Miami / Palm Beach
- Observed period
- July 13–19, 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
“A general-purpose platform leads AI Overview citations on Luxury Real Estate Advisory South Florida — ahead of every niche domain on the panel.”
Quick answer
The top-5 panel includes two niche domains and three general-purpose platforms.
Key reading
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 13–19, 2026
youtube.com holds the rank-1 position in the period-wide AI Overview citation ranking at 27.17%, and the 4 sources behind youtube.com sit between 17.93 and 21.94 percentage points behind it. millionluxury.com and luxlifemiamiblog.com occupy the second and third positions at 9.24% and 9.02% respectively — the only niche domains on the governed panel. instagram.com and facebook.com round out the top 5 at 5.68% and 5.23%. The spread between the rank-1 and rank-5 actor is 21.94 percentage points, and the top 2 actors together hold more than the remaining 3 combined. All 5 actors on the panel were cited in all 7 comparable runs, yet the AI Overview citation surface on this market remains wide open — no actor recorded any established authority in AI answers over the observed period.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 13–19, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| youtube.com | #1 | 27.17% AI citation share | cited in 7/7 runs |
| millionluxury.com | #2 | 9.24% AI citation share | cited in 7/7 runs |
| luxlifemiamiblog.com | #3 | 9.02% AI citation share | cited in 7/7 runs |
| instagram.com | #4 | 5.68% AI citation share | cited in 7/7 runs |
| facebook.com | #5 | 5.23% 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 13–19, 2026
youtube.com holds the strongest AI citation share on this market in this card scope, at 27.17%, accumulated across all 7 comparable runs. As a general-purpose platform, it sits at the top of a panel where no specialist domain comes within 17.93 percentage points of its position — a reading that underscores how AI Overviews on this market draw heavily from user-generated video content when sourcing luxury real estate answers.
millionluxury.com records 9.24% AI citation share on this market and was cited in 7 of 7 comparable runs. It sits 17.93 percentage points behind youtube.com on AI citation share on this market, but as a niche domain it holds the highest citation volume among the non-platform actors on the panel.
luxlifemiamiblog.com records 9.02% AI citation share on this market, nearly level with millionluxury.com and cited in 7 of 7 comparable runs. It sits 18.15 percentage points behind youtube.com on AI citation share on this market — a focused source whose accumulated citation volume places it just behind the other niche domain on the panel.
instagram.com records 5.68% AI citation share on this market across the 7-run window, cited in 7 of 7 comparable runs. As a social platform, it sits 21.49 percentage points behind youtube.com — a gap that separates the lower tier of the panel from the rank-1 position.
facebook.com records 5.23% AI citation share on this market, the lowest value on the governed panel, and sits 21.94 percentage points behind youtube.com. Despite holding the rank-5 position, facebook.com was cited in 7 of 7 comparable runs — present across every observation in the window.
Pattern on the observed surface
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 13–19, 2026
The panel is top-heavy and platform-dominated
The panel is top-heavy and platform-dominated. Three of the five actors are general-purpose platforms, and the top 2 actors together hold more than the remaining 3 combined. The 4 sources behind youtube.com range from 9.24% down to 5.23%, forming a compressed trailing group where the two niche domains sit slightly above the two remaining social platforms. The surface is structurally concentrated at the top but dispersed below — no secondary actor approaches the rank-1 share, and the gap between the rank-2 and rank-5 positions is narrower than the gap between rank 1 and rank 2.
Why this reading matters
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 13–19, 2026
youtube.com — a general-purpose platform rather than a specialist operator — holds the rank-1 AI Overview citation position on this luxury real estate market in Miami / Palm Beach. The two niche domains that do appear, millionluxury.com and luxlifemiamiblog.com, sit in the middle of the panel but together do not match the rank-1 actor's accumulated citation volume. The AI Overview citation surface on this market is still wide open: no actor recorded any established authority in AI answers across the 7-run window.
Market implication
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 13–19, 2026
The AI Overview citation surface on this market is still wide open — over the 7-run window, no actor recorded any established authority in AI answers. The highest AI citation share observed belongs to a general-purpose platform, not a specialist real estate source. For any operator monitoring AI Overview visibility on Luxury Real Estate Advisory South Florida, this observation signals that the citation rail has not consolidated around domain-specific sources, and the surface remains structurally unconcentrated below the rank-1 position.
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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 13–19, 2026
- Published:
- July 25, 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 2bf117c100883bbf
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-13-19-2026 Scope: Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · Google · Desktop Family: Ranking Top 5 Observed: July 13–19, 2026 (2026-07-13/2026-07-19) Published: July 25, 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-13-19-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-miami-palm-beach-most-cited-by-ai-july-13-19-2026/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 13–19, 2026, recording 27.17% of all AI Overview citations observed over the period. Key facts: • youtube.com: 27% AI citation share · cited in 7/7 runs • millionluxury.com: 9% AI citation share · cited in 7/7 runs • luxlifemiamiblog.com: 9% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (July 13–19, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. youtube.com — 27.17% AI citation share · cited in 7/7 runs — #1 2. millionluxury.com — 9.24% AI citation share · cited in 7/7 runs — #2 3. luxlifemiamiblog.com — 9.02% AI citation share · cited in 7/7 runs — #3 4. instagram.com — 5.68% AI citation share · cited in 7/7 runs — #4 5. facebook.com — 5.23% 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 13–19, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. 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. AI Overview content varies by query, model, and date; this period observation widens the evidence base but does not establish behavior beyond the observed 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, 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 13–19, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1791426431294_n19hct. 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 25, 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-13-19-2026 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: 2bf117c100883bbf
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 13–19, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1791426431294_n19hct. 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.
- Does this card prove a longer-term trend on this market?
- No. This card observes a 7-run window from July 13–19, 2026. AI Overview content varies by query, model, and date. The period observation 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?
- The card observes what AI Overviews cite, not why. youtube.com accumulated the highest citation volume across the 7 comparable runs. The card does not explain the model's sourcing logic — it records the outcome on the AI Overview citation rail.
Scope and limitations
Luxury Real Estate Advisory South Florida · Miami / Palm Beach · AI citation · July 13–19, 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 13–19, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. 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. AI Overview content varies by query, model, and date; this period observation widens the evidence base but does not establish behavior beyond the observed 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, July 13–19, 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 2026-07-25 · Governed capture ID · pr_1791426431294_n19hct
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, July 13–19, 2026, Luxury Real Estate Advisory South Florida is also read in the Organic Ranking — Top 5 table and the Query Spotlight table; each keeps its own reading basis. A further AI Overview Ranking — Top 10 table for Luxury Real Estate Advisory South Florida provides additional context; it records October 5–11, 2026.
The Dubai reading and Ibiza reading examine the same AI Citation Ranking — Top 5 for July 13–19, 2026; compare the stated reading bases before drawing a cross-market conclusion.
