— 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 ranking, at 25.06%, across the 7-run window November 2–8, 2026.
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- Market
- Luxury Real Estate Advisory Marbella / Costa del Sol
- Location
- Marbella
- Observed period
- November 2–8, 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 AI Overview citation rail for Luxury Real Estate Advisory Marbella / Costa del Sol, a social platform leads the top-5 panel.”
Quick answer
facebook.com holds the strongest AI citation share on this market in this ranking, at 25.06%, across the 7-run window November 2–8, 2026.
Key reading
Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · November 2–8, 2026
facebook.com holds the strongest AI citation share on this market in this ranking, at 25.06%. idealista.com records 10.96%, youtube.com records 9.16%, Drumelia Real Estate records 6.96%, and lnk.superleads.io records 6.09%. The spread between the first and fifth positions is 18.97 percentage points. 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.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · November 2–8, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| facebook.com | #1 | 25.06% AI citation share | cited in 7/7 runs |
| idealista.com | #2 | 10.96% AI citation share | cited in 7/7 runs |
| youtube.com | #3 | 9.16% AI citation share | cited in 7/7 runs |
| Drumelia Real Estate | #4 | 6.96% AI citation share | cited in 7/7 runs |
| lnk.superleads.io | #5 | 6.09% 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 · November 2–8, 2026
Reading note · AI-assisted commentary
The AI-generated explanation is provided as an additional reading aid, not as the primary evidence. It may contain errors or imperfect interpretations; we continuously work to identify and correct them and improve the quality of these explanations. See methodology.
It is a social platform on the panel and was cited in 7 of 7 comparable runs.
idealista.com records 10.96% AI citation share on this market and sits 14.10 percentage points behind facebook.com. It was cited in 7 of 7 comparable runs.
youtube.com records 9.16% AI citation share on this market and sits 15.89 percentage points behind facebook.com. It is also a social platform on the panel and was cited in 7 of 7 comparable runs.
Drumelia Real Estate records 6.96% AI citation share on this market and sits 18.10 percentage points behind facebook.com. It is a domain on the panel that is not a platform and was cited in 7 of 7 comparable runs.
lnk.superleads.io records 6.09% AI citation share on this market and sits 18.97 percentage points behind facebook.com. It was cited in 7 of 7 comparable runs.
Pattern on the observed surface
Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · November 2–8, 2026
The top 2 actors together hold more than the remaining 3 combined, and the top 3 actors together hold more than the remaining 2 combined. The 4 sources behind facebook.com range from 10.96% down to 6.09%. 2 of the 5 actors on this panel are platforms (social, discussion or general-purpose); the other 3 are domains that are not platforms.
Market implication
Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · November 2–8, 2026
This observation signals that AI Overview citation visibility on this market is concentrated among five sources, led by a social platform. The ranking reflects cumulative citation volume across the 7-run window.
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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:
- November 2–8, 2026
- Published:
- November 14, 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 b4504da48bed1b3c
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-november-2-8-2026 Scope: Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · Google · Desktop Family: Ranking Top 5 Observed: November 2–8, 2026 (2026-11-02/2026-11-08) Published: November 14, 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-november-2-8-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-marbella-most-cited-by-ai-november-2-8-2026/citation.txt Reuse terms: https://theobservatory.io/terms facebook.com holds the strongest AI citation share on this market in this ranking, at 25.06%, across the 7-run window November 2–8, 2026. Key facts: • facebook.com: 25% AI citation share · cited in 7/7 runs • idealista.com: 11% AI citation share · cited in 7/7 runs • youtube.com: 9% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (November 2–8, 2026 · 109 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. facebook.com — 25.06% AI citation share · cited in 7/7 runs — #1 2. idealista.com — 10.96% AI citation share · cited in 7/7 runs — #2 3. youtube.com — 9.16% AI citation share · cited in 7/7 runs — #3 4. Drumelia Real Estate — 6.96% AI citation share · cited in 7/7 runs — #4 5. lnk.superleads.io — 6.09% 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 November 2–8, 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, November 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · Google · Desktop · November 2–8, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1794200461764_10kt9o. 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 (November 14, 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-november-2-8-2026 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: b4504da48bed1b3c
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 · November 2–8, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1794200461764_10kt9o. Cite freely with attribution. Published by The Observatory.
FAQ
- What does AI citation share measure on this card?
- It measures an actor's share of the citations recorded for the sources in this ranking, not every AI Overview citation on the market. Each daily observation contributes its ranked sources, pooled over the 7-run window, and the Top 5 shown is the head of that ranking.
- Does this card show who opens AI Overview answers or who ranks in organic search?
- No. This card reads only the AI Overview citation rail. It does not measure AI opening control or organic search visibility.
- Is this a longer-term trend?
- No. This is a period observation across 7 comparable scheduled runs from November 2–8, 2026. AI Overview content varies by query, model, query reformulation, and date, so this window does not establish a longer-term trend.
Scope and limitations
Luxury Real Estate Advisory Marbella / Costa del Sol · Marbella · AI citation · November 2–8, 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, November 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 November 2–8, 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. This family's AI Overview evidence was 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 2026-11-14 · Governed capture ID · pr_1794200461764_10kt9o
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.
Right of replyNamed in this reading? Submit a correction or a response.
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, November 2–8, 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 November 2–8, 2026; compare the stated reading bases before drawing a cross-market conclusion.







