— 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 across the 7-run window September 14–20, 2026, at 11.19%.
Follow
Follow The Observatory
- Market
- Luxury Real Estate Advisory / Costa del Sol
- Location
- Marbella
- Observed period
- September 14–20, 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, the top-5 panel is tightly compressed and led by a social platform.”
Quick answer
Drumelia Real Estate follows at 9.73%, with homerunmarbella.com, youtube.com, and Solvilla Real Estate completing the governed top-5 panel.
Key reading
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 14–20, 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, accumulating 11.19% of all AI citations observed across the 7-run window. Drumelia Real Estate sits 1.46 percentage points behind facebook.com on AI citation share on this market, recording 9.73%. The 4 sources behind facebook.com range from 9.73% down to 7.97%, a compression that leaves no clear separation between the trailing actors. All 5 actors on the panel were cited in all 7 comparable runs, yet the surface remains fully contested: no name on this panel has pulled away with a decisive citation advantage over the observed period.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 14–20, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| facebook.com | #1 | 11.19% AI citation share | cited in 7/7 runs |
| Drumelia Real Estate | #2 | 9.73% AI citation share | cited in 7/7 runs |
| homerunmarbella.com | #3 | 8.74% AI citation share | cited in 7/7 runs |
| youtube.com | #4 | 8.58% AI citation share | cited in 7/7 runs |
| Solvilla Real Estate | #5 | 7.97% 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 14–20, 2026
facebook.com holds the strongest AI citation share on this market in this card scope, at 11.19%, 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 signals that AI Overviews draw on user-generated and discussion content when answering queries in this market.
Drumelia Real Estate records 9.73% AI citation share on this market and sits 1.46 percentage points behind facebook.com. Cited in 7 of 7 comparable runs, it is the highest-placed focused source on this panel — a niche domain positioned just behind a general-purpose platform.
homerunmarbella.com records 8.74% AI citation share on this market and sits 2.45 percentage points behind facebook.com. Cited in 7 of 7 comparable runs, it occupies a position on the AI Overview citation panel for this market as a visible domain within the compressed trailing cluster.
youtube.com records 8.58% AI citation share on this market, sitting 2.61 percentage points behind facebook.com. A second general-purpose platform on the panel, its presence alongside facebook.com means two non-operator platforms occupy positions in the governed top 5 on this AI Overview citation surface.
Solvilla Real Estate records 7.97% AI citation share on this market and sits 3.22 percentage points behind facebook.com. Cited in 7 of 7 comparable runs, it holds the fifth position in the period-wide ranking — the bottom of a panel where the gap from top to bottom spans only 3.22 percentage points.
Pattern on the observed surface
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 14–20, 2026
The panel is remarkably flat
The panel is remarkably flat. The top-to-bottom spread is 3.22 percentage points, and the 4 sources behind facebook.com sit between 1.46 and 3.22 percentage points behind it. The top 2 actors together hold less than the remaining 3 combined, which means citation volume is dispersed rather than concentrated at the top. The composition mixes two general-purpose platforms — facebook.com and youtube.com — with three focused sources, producing a surface where AI Overviews draw on both user-generated discussion content and niche domain material in roughly comparable measure.
Why this reading matters
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 14–20, 2026
facebook.com's rank-1 position on the AI Overview citation rail for this luxury real estate market is structurally notable: the surface's most-cited source across the 7-run window is a social platform, not a focused source. The three niche domains on the panel — Drumelia Real Estate, homerunmarbella.com, and Solvilla Real Estate — each trail it individually, yet together they account for more cumulative citation share than the two platforms combined.
Market implication
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 14–20, 2026
The AI Overview citation surface for Luxury Real Estate Advisory Marbella / Costa del Sol, observed across the September 14–20, 2026 window, shows no concentrated citation authority on this observed surface over the period. All 5 actors on the panel were cited in all 7 comparable runs, yet the spread between the rank-1 and rank-5 positions is only 3.22 percentage points. For any actor monitoring AI citation visibility on this market, the observation signals a surface where citation share is distributed across a mix of platforms and focused sources — and where no single name has pulled decisively ahead on this AI Overview rail over the observed period.
Read within the scope and limitations of this card.
Observatory Reading — Citable Proof Capsule
Use this observation
Use this citation capsule instead of copy-pasting fragments. It keeps the scope, capture identifiers, attribution and canonical source attached, so the observation can travel without losing context.
- Scope:
- Luxury Real Estate Advisory / Costa del Sol · Marbella
- Surface:
- AI citation · Google · Desktop
- Observed:
- September 14–20, 2026
- Published:
- September 26, 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
Cite this
Copy parts
The complete citation record · revision 510245e26ac3c88e
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-14-20-2026 Scope: Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · Google · Desktop Family: Ranking Top 5 Observed: September 14–20, 2026 (2026-09-14/2026-09-20) Published: September 26, 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-14-20-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-marbella-most-cited-by-ai-september-14-20-2026/citation.txt Reuse terms: https://theobservatory.io/terms facebook.com holds the strongest AI citation share on this market across the 7-run window September 14–20, 2026, at 11.19%. Key facts: • facebook.com: 11% AI citation share · cited in 7/7 runs • Drumelia Real Estate: 10% AI citation share · cited in 7/7 runs • homerunmarbella.com: 9% AI citation share · cited in 7/7 runs Published table — Citation share — top 5 (September 14–20, 2026 · 109 queries per run · 7 comparable runs): Rank · Actor · Citation share 1. facebook.com — 11.19% AI citation share · cited in 7/7 runs — #1 2. Drumelia Real Estate — 9.73% AI citation share · cited in 7/7 runs — #2 3. homerunmarbella.com — 8.74% AI citation share · cited in 7/7 runs — #3 4. youtube.com — 8.58% AI citation share · cited in 7/7 runs — #4 5. Solvilla Real Estate — 7.97% 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 14–20, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 109 observed queries per run. Per-actor metric values use one single period-wide denominator. AI Overview citation evidence was available on 7 of 7 runs. 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 14–20, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1789897804606_8w7m3m. 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 26, 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-14-20-2026 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: 510245e26ac3c88e
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 14–20, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1789897804606_8w7m3m. 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 AI answers, nor does it reflect organic search ranking.
- How were these values calculated across the 7-run window?
- Raw AI citations for each actor were summed across all 7 comparable scheduled runs in the window September 14–20, 2026, and each actor's share was computed against one single period-wide citation total. The panel is ranked by cumulative citation volume over the period.
- Can this card establish a longer-term trend?
- No. This card observes an observation period of 7 comparable runs. AI Overview content varies by query, model, and date. A single window does not establish a longer-term trajectory.
Scope and limitations
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · September 14–20, 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 14–20, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, aggregated from 109 observed queries per run. Per-actor metric values use one single period-wide denominator. AI Overview citation evidence was available on 7 of 7 runs. 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 14–20, 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 2026-09-26 · Governed capture ID · pr_1789897804606_8w7m3m
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.
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 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 14–20, 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 14–20, 2026; compare the stated reading bases before drawing a cross-market conclusion.
