— Ranking Top 5 · AI citation —
Who does AI cite most for Luxury Real Estate Advisory Marbella / Costa del Sol?
facebook.com holds the strongest AI citation share on this market in this card scope, at 16.56%, across the 7-run window from October 19–25, 2026.
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- Market
- Luxury Real Estate Advisory Marbella / Costa del Sol
- Location
- Marbella
- Observed period
- October 19–25, 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 Luxury Real Estate Advisory Marbella / Costa del Sol AI Overview citation rail, platforms outpace every focused domain in the top-5 panel.”
Quick answer
idealista.com follows at 15.39%, with the remaining three actors ranging from 9.32% down to 7.25%.
Key reading
Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · October 19–25, 2026
facebook.com holds the rank-1 position in the period-wide AI Overview citation ranking for Luxury Real Estate Advisory Marbella / Costa del Sol, recording 16.56% of all AI citations observed across the 7-run window. idealista.com sits 1.17 percentage points behind facebook.com on AI citation share on this market, making the contest at the top of the panel notably narrow. Below these two, the 4 sources behind facebook.com range from 15.39% down to 7.25%. The top 2 actors together hold more than the remaining 3 combined, concentrating citation volume in a pair that includes one social platform and one focused domain. All 5 actors on the panel were cited in all 7 comparable runs, yet no single actor has pulled away with a structurally commanding share.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · October 19–25, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| facebook.com | #1 | 16.56% AI citation share | cited in 7/7 runs |
| idealista.com | #2 | 15.39% AI citation share | cited in 7/7 runs |
| Drumelia Real Estate | #3 | 9.32% AI citation share | cited in 7/7 runs |
| youtube.com | #4 | 8.70% AI citation share | cited in 7/7 runs |
| marbella-ev.com | #5 | 7.25% AI citation share | cited in 7/7 runs |
How the actors read on the surface
Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · October 19–25, 2026
facebook.com holds the strongest AI citation share on this market in this card scope, at 16.56%, accumulated across the 7-run window. As a social platform rather than a specialist operator, its rank-1 position on the AI Overview citation rail for a luxury real estate market in Spain is a distinctive surface signal — cited in 7 of 7 comparable runs.
idealista.com records 15.39% AI citation share on this market and sits 1.17 percentage points behind facebook.com on AI citation share on this market. Cited in 7 of 7 comparable runs, it occupies a position on the AI Overview citation panel that places it within close range of the rank-1 actor across the observed period.
Drumelia Real Estate records 9.32% AI citation share on this market and sits 7.25 percentage points behind facebook.com on AI citation share on this market. Cited in 7 of 7 comparable runs, it holds the third position in the period-wide ranking — present on every run but at a governed share that sits well below the top two.
youtube.com records 8.70% AI citation share on this market, a second general-purpose platform appearing in the governed top-5 panel. It sits 7.87 percentage points behind facebook.com on AI citation share on this market and was cited in 7 of 7 comparable runs.
marbella-ev.com records 7.25% AI citation share on this market and sits 9.32 percentage points behind facebook.com on AI citation share on this market. Cited in 7 of 7 comparable runs, it appears on the AI Overview citation surface for this market as a focused domain at the fifth position in the period-wide ranking.
Pattern on the observed surface
Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · October 19–25, 2026
The panel splits into two structural tiers
The panel splits into two structural tiers. The top two actors — one social platform, one focused domain — together hold more than the remaining three combined, concentrating the citation surface at the top. Below them, the spread between the first and fifth positions is 9.32 percentage points, and the 4 sources behind facebook.com sit between 1.17 and 9.32 percentage points behind it. The mix of platforms and focused domains is itself notable: two of the five governed positions belong to general-purpose platforms, a composition that signals how broadly AI Overviews source luxury real estate answers in Spain.
Why this reading matters
Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · October 19–25, 2026
facebook.com — a social platform rather than a specialist operator — holds the rank-1 AI citation share on this market across the 7-run window. That a user-generated content platform accumulated the highest citation volume on a luxury real estate surface in Marbella / Costa del Sol reframes what AI Overviews treat as a credible source on this market: the citation rail draws from community-generated content alongside focused real estate domains.
Market implication
Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · October 19–25, 2026
The AI Overview citation surface for Luxury Real Estate Advisory Marbella / Costa del Sol remains open across the observed period. The top 2 actors together hold more than the remaining 3 combined, yet the gap between rank 1 and rank 2 is only 1.17 percentage points — narrow enough that the lead is not structurally secure on this surface. For any actor monitoring AI citation visibility on this market, the signal is that citation share is distributed across a mix of platforms and focused domains, with no single actor converting presence into a commanding position.
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Observatory Reading — Citable Proof Capsule
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- Scope:
- Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella
- Surface:
- AI citation · Google · Desktop
- Observed:
- October 19–25, 2026
- Published:
- October 31, 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 220a54e956a6e14b
Who does AI cite most for Luxury Real Estate Advisory Marbella / Costa del Sol? Source: https://theobservatory.io/articles/luxury-real-estate-marbella-most-cited-by-ai-october-19-25-2026 Scope: Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · Google · Desktop Family: Ranking Top 5 Observed: October 19–25, 2026 (2026-10-19/2026-10-25) Published: October 31, 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-october-19-25-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-marbella-most-cited-by-ai-october-19-25-2026/citation.txt Reuse terms: https://theobservatory.io/terms facebook.com holds the strongest AI citation share on this market in this card scope, at 16.56%, across the 7-run window from October 19–25, 2026. Key facts: • facebook.com: 17% AI citation share · cited in 7/7 runs • idealista.com: 15% 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 (October 19–25, 2026 · 109 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. facebook.com — 16.56% AI citation share · cited in 7/7 runs — #1 2. idealista.com — 15.39% AI citation share · cited in 7/7 runs — #2 3. Drumelia Real Estate — 9.32% AI citation share · cited in 7/7 runs — #3 4. youtube.com — 8.70% AI citation share · cited in 7/7 runs — #4 5. marbella-ev.com — 7.25% AI citation share · cited in 7/7 runs — #5 Reading basis: This card examines sources cited in Google's AI Overviews for Luxury Real Estate Advisory Marbella / Costa del Sol, observed on Google desktop from Spain during October 19–25, 2026. It draws on 7 of 7 comparable daily observations within a governed market panel of 109 observed queries, applying the relevant source-selection rules. 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 Marbella / Costa del Sol Marbella, October 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · Google · Desktop · October 19–25, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1792921110648_gpbckx. Cite freely with attribution. Published by The Observatory. Source footnote: Sourced from a published AAI Kernel Market Intelligence Board (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 (October 31, 2026), Who does AI cite most for Luxury Real Estate Advisory Marbella / Costa del Sol?. https://theobservatory.io/articles/luxury-real-estate-marbella-most-cited-by-ai-october-19-25-2026 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: 220a54e956a6e14b
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 Marbella / Costa del Sol · Marbella · AI citation · Google · Desktop · October 19–25, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1792921110648_gpbckx. 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 in this market's governed panel. It does not measure who opens those AI answers, nor does it reflect organic search ranking.
- Why does this card cover a 7-run window rather than a single day?
- AI Overview content can vary by query, model behavior, and date. Aggregating across 7 comparable scheduled runs (October 19–25, 2026) provides a broader evidence base than a single observation, though it does not establish a longer-term trend.
- Can this card tell me who is the business leader in Marbella luxury real estate?
- No. This card observes AI Overview citation behavior on Google desktop in Spain. It does not measure business-market share, transaction volume, or real-world market position.
Scope and limitations
Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · October 19–25, 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 Marbella / Costa del Sol Marbella, October 2026; not generalisable beyond this market and window.
Method & source
This card examines sources cited in Google's AI Overviews for Luxury Real Estate Advisory Marbella / Costa del Sol, observed on Google desktop from Spain during October 19–25, 2026. It draws on 7 of 7 comparable daily observations within a governed market panel of 109 observed queries, applying the relevant source-selection rules.
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 (October 19–25, 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 2026-10-31 · Governed capture ID · pr_1792921110648_gpbckx
Sourced from a published AAI Kernel Market Intelligence Board (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 Kernel Market Intelligence Board (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, October 19–25, 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 October 19–25, 2026; compare the stated reading bases before drawing a cross-market conclusion.
