— Ranking Top 5 · AI citation —
Who does AI cite most for Luxury Real Estate Advisory / Costa del Sol, Marbella?
facebook.com holds the strongest AI citation share on this market at 9.71%, leading the top-5 panel on the AI Overview citation rail for Luxury Real Estate Advisory Marbella / Costa del Sol across 7 comparable scheduled runs in the observation period September 7–13, 2026.
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- Market
- Luxury Real Estate Advisory / Costa del Sol
- Location
- Marbella
- Observed period
- September 7–13, 2026
- Run type
- Period run · 7 comparable runs
- Queries
- 109 queries per run
- Search engine
- Device
- Desktop
- Source location
- Spain
- Reading
- Ranking Top 5 · AI citation
“On the Marbella luxury real-estate AI Overview citation rail, the top-5 panel is wide open — no actor has separated from the pack.”
Quick answer
facebook.com holds the strongest AI citation share on this market at 9.71%, leading the top-5 panel on the AI Overview citation rail for Luxury Real Estate Advisory Marbella / Costa del Sol across 7 comparable scheduled runs in the observation period September 7–13, 2026.
Key reading
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 7–13, 2026
facebook.com holds the strongest AI citation share on this market at 9.71%, but the 4 sources behind facebook.com range from 9.35% down to 7.66% — a spread of just 2.05 percentage points separating the top from the bottom of the governed panel. youtube.com sits 0.36 percentage points behind facebook.com, and Drumelia Real Estate sits 0.45 percentage points behind facebook.com, making the contest for the top position exceptionally tight. The AI Overview citation rail for Marbella luxury real estate is fully open across these 7 runs — no name has locked down authority on this observed surface. All 5 actors on the panel were cited in all 7 comparable runs, which means the citation surface drew from each of these sources consistently across the window without dropping any actor entirely.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 7–13, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| facebook.com | #1 | 9.71% AI citation share | cited in 7/7 runs |
| youtube.com | #2 | 9.35% AI citation share | cited in 7/7 runs |
| Drumelia Real Estate | #3 | 9.26% AI citation share | cited in 7/7 runs |
| homerunmarbella.com | #4 | 8.28% AI citation share | cited in 7/7 runs |
| idealista.com | #5 | 7.66% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 7–13, 2026
facebook.com holds the rank-1 position on the period-wide AI Overview citation ranking at 9.71% AI citation share on this market. As a social platform rather than a specialist operator, its position at the top of this surface signals that AI Overviews are reaching beyond focused real-estate domains when citing sources for Marbella luxury property queries. facebook.com was cited in 7 of 7 comparable runs.
youtube.com records 9.35% AI citation share on this market and sits 0.36 percentage points behind facebook.com — the narrowest gap on the panel. Another social platform occupying a position on the AI Overview citation panel for this market, youtube.com was cited in 7 of 7 comparable runs.
Drumelia Real Estate records 9.26% AI citation share on this market and sits 0.45 percentage points behind facebook.com. It is the highest-ranked focused source on this panel, appearing just behind two general-purpose platforms. Drumelia Real Estate was cited in 7 of 7 comparable runs.
homerunmarbella.com records 8.28% AI citation share on this market, sitting 1.42 percentage points behind facebook.com. A niche domain visible on this surface, homerunmarbella.com was cited in 7 of 7 comparable runs across the window.
idealista.com records 7.66% AI citation share on this market and sits 2.05 percentage points behind facebook.com — the widest gap on the panel, yet still a narrow distance in absolute terms. idealista.com was cited in 7 of 7 comparable runs.
Pattern on the observed surface
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 7–13, 2026
The panel shape is remarkably flat
The panel shape is remarkably flat. A spread of 2.05 percentage points separates the rank-1 actor from the rank-5 actor, and the top 2 actors together hold less than the remaining 3 combined. The surface mixes two general-purpose platforms at the top with three focused or niche domains immediately behind them, yet no structural tier break divides the panel — every actor sits within a narrow band. This is a distributed citation surface rather than a concentrated one.
Why this reading matters
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 7–13, 2026
facebook.com — a social platform — holds the rank-1 position on the AI Overview citation rail for Marbella luxury real estate across this 7-run window. The fact that two general-purpose platforms occupy the top two positions, while three focused domains trail by fractions of a percentage point, suggests the AI Overview citation surface for this market has not yet consolidated around any specialist source type.
Market implication
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 7–13, 2026
The AI Overview citation rail for Marbella luxury real estate is fully open across these 7 runs — no name has locked down authority on this observed surface. With a spread of only 2.05 percentage points across the governed top-5 panel, any shift in citation volume from one run to the next could rearrange positions. For anyone monitoring AI citation visibility on this market, the observation signals a surface where citation share is dispersed rather than anchored.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Luxury Real Estate Advisory / Costa del Sol · Marbella
- Surface:
- AI citation · Google · Desktop
- Observed:
- September 7–13, 2026
- Published:
- September 19, 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 9394ac151ff9d54b
Who does AI cite most for Luxury Real Estate Advisory / Costa del Sol, Marbella? Source: https://theobservatory.io/articles/luxury-real-estate-marbella-most-cited-by-ai-september-7-13-2026 Scope: Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · Google · Desktop Family: Ranking Top 5 Observed: September 7–13, 2026 (2026-09-07/2026-09-13) Published: September 19, 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-marbella-most-cited-by-ai-september-7-13-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-marbella-most-cited-by-ai-september-7-13-2026/citation.txt Reuse terms: https://theobservatory.io/terms facebook.com holds the strongest AI citation share on this market at 9.71%, leading the top-5 panel on the AI Overview citation rail for Luxury Real Estate Advisory Marbella / Costa del Sol across 7 comparable scheduled runs in the observation period September 7–13, 2026. Key facts: • facebook.com: 10% AI citation share · cited in 7/7 runs • youtube.com: 9% AI citation share · cited in 7/7 runs • Drumelia Real Estate: 9% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (September 7–13, 2026 · 109 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. facebook.com — 9.71% AI citation share · cited in 7/7 runs — #1 2. youtube.com — 9.35% AI citation share · cited in 7/7 runs — #2 3. Drumelia Real Estate — 9.26% AI citation share · cited in 7/7 runs — #3 4. homerunmarbella.com — 8.28% AI citation share · cited in 7/7 runs — #4 5. idealista.com — 7.66% AI citation share · cited in 7/7 runs — #5 Reading basis: This card observes the AI Overview citation rail for Luxury Real Estate Advisory Marbella / Costa del Sol in Spain on Google desktop across 7 comparable scheduled runs in the observation period September 7–13, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator across all 7 runs. AI Overview citation evidence was available on 7 of 7 runs. The observation is aggregated from 109 observed queries. The primary metric is AI citation share on this market. 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 / Costa del Sol Marbella, September 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · Google · Desktop · September 7–13, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1789293004873_o8s477. 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 (September 19, 2026), Who does AI cite most for Luxury Real Estate Advisory / Costa del Sol, Marbella?. https://theobservatory.io/articles/luxury-real-estate-marbella-most-cited-by-ai-september-7-13-2026 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: 9394ac151ff9d54b
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 / Costa del Sol · Marbella · AI citation · Google · Desktop · September 7–13, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1789293004873_o8s477. 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 when Google responds to queries tracked for the Luxury Real Estate Advisory Marbella / Costa del Sol market. It does not measure who opens those AI answers or where actors rank in organic search results.
- Why are two social platforms at the top of this panel?
- AI Overviews select sources based on the content they surface for each query. In this 7-run window, facebook.com and youtube.com accumulated the highest cumulative citation volumes across 109 observed queries — but the gap between them and the focused domains behind them is narrow, at 0.45 percentage points or less for the top three.
- Can this card prove a longer-term pattern?
- No. This card observes an observation period of 7 comparable scheduled runs from September 7–13, 2026. AI Overview content varies by query, model behavior, and date. A single 7-run window does not establish a longer-term citation pattern.
Scope and limitations
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 7–13, 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 / Costa del Sol Marbella, September 2026; not generalisable beyond this market and window.
Method & source
This card observes the AI Overview citation rail for Luxury Real Estate Advisory Marbella / Costa del Sol in Spain on Google desktop across 7 comparable scheduled runs in the observation period September 7–13, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator across all 7 runs. AI Overview citation evidence was available on 7 of 7 runs. The observation is aggregated from 109 observed queries. The primary metric is AI citation share on this market.
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, September 7–13, 2026. AI Overview citation evidence available on 7 of 7 runs. This observation does not establish a longer-term citation pattern. 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 2026-09-19 · Governed capture ID · pr_1789293004873_o8s477
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 Marbella / Costa del Sol room places this AI Citation Ranking — Top 5 reading alongside the market’s other published observations.
For the same observation window, September 7–13, 2026, Luxury Real Estate Advisory Marbella / Costa del Sol 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 September 7–13, 2026; compare the stated reading bases before drawing a cross-market conclusion.
