— Ranking Top 5 · AI citation —
Who does AI cite most for Luxury Real Estate Advisory / Costa del Sol, Marbella?
facebook.com holds the rank-1 position on the AI Overview citation rail for Luxury Real Estate Advisory Marbella / Costa del Sol across the 6-run window June 15–21, 2026, with 12.28% AI citation share on this market.
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- Market
- Luxury Real Estate Advisory / Costa del Sol
- Location
- Marbella
- Observed period
- June 15–21, 2026
- Run type
- Period run · 6 comparable runs
- Queries
- 109 queries per run
- Search engine
- Device
- Desktop
- Source location
- Spain
- Reading
- Ranking Top 5 · AI citation
“On Marbella's luxury real estate AI Overview citation rail, platforms and niche domains split the surface — no actor commands it.”
Quick answer
youtube.com records an identical 12.28%, sharing the top value on this surface.
Key reading
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · June 15–21, 2026
facebook.com and youtube.com each hold 12.28% AI citation share on this market across the 6-run observation period June 15–21, 2026 — a dead-level tie at the top of the panel. homerunmarbella.com follows at 9.41%, Drumelia Real Estate at 8.38%, and panoramamarbella.com at 7.58%. The spread between the top and bottom of the governed top-5 panel is 4.71 percentage points, and the top 2 actors together hold less than the remaining 3 combined. No actor on this panel has consolidated the AI Overview citation surface for Luxury Real Estate Advisory Marbella / Costa del Sol over the observed period.
Core metric
Citation share — top 5 · Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · June 15–21, 2026
Observed metric
Citation share — top 5
| Actor | Rank | AIO citation share | Presence |
|---|---|---|---|
| facebook.com | #1 | 12.28% AI citation share | cited in 6/6 runs |
| youtube.com | #2 | 12.28% AI citation share | cited in 6/6 runs |
| homerunmarbella.com | #3 | 9.41% AI citation share | cited in 6/6 runs |
| Drumelia Real Estate | #4 | 8.38% AI citation share | cited in 6/6 runs |
| panoramamarbella.com | #5 | 7.58% AI citation share | cited in 6/6 runs |
How the actors read on the surface
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · June 15–21, 2026
facebook.com holds the strongest AI citation share on this market in this card scope, at 12.28%. As a social platform, it sits at the top of a surface where no actor has pulled away — cited in 6 of 6 comparable runs across the window.
youtube.com records 12.28% AI citation share on this market, matching facebook.com exactly and sitting 0.00 percentage points behind it. Another general-purpose platform sharing the citation lead on a luxury real estate surface — cited in 6 of 6 comparable runs.
homerunmarbella.com records 9.41% AI citation share on this market and sits 2.87 percentage points behind facebook.com on AI citation share on this market. A niche domain occupying the middle of this panel, cited in 6 of 6 comparable runs.
Drumelia Real Estate records 8.38% AI citation share on this market, sitting 3.90 percentage points behind facebook.com on AI citation share on this market. Cited in 6 of 6 comparable runs, it holds a position in the lower portion of the governed top-5 panel.
panoramamarbella.com records 7.58% AI citation share on this market — the lowest value on the governed top-5 panel — and sits 4.71 percentage points behind facebook.com. Cited in 6 of 6 comparable runs across the window.
Pattern on the observed surface
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · June 15–21, 2026
The panel is flat
The panel is flat. Two general-purpose platforms share the top position, and the 4 sources behind facebook.com range from 12.28% down to 7.58%. The top 2 actors together hold less than the remaining 3 combined — citation volume is dispersed across the panel rather than concentrated at the top. The mix of social platforms and niche domains at the top of the AI Overview citation rail signals that this surface has not consolidated around any single source type for Luxury Real Estate Advisory Marbella / Costa del Sol over the observed period.
Why this reading matters
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · June 15–21, 2026
facebook.com — a social platform — holds the rank-1 position by cumulative AI citation volume on a luxury real estate surface in Spain. The fact that two platforms occupy the top of this panel, ahead of every niche domain, reframes what the AI Overview citation rail looks like for this market: the surface draws from user-generated and general-purpose content as readily as from focused real estate sources.
Market implication
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · June 15–21, 2026
The AI Overview citation surface for Luxury Real Estate Advisory Marbella / Costa del Sol is wide open across this 6-run window. No actor has consolidated this rail, and the spread of 4.71 percentage points across the governed top-5 panel suggests that AI Overview citations for this market are distributed rather than anchored to a single reference source. Monitoring this surface over future windows will clarify whether the current dispersion persists or whether any actor begins to accumulate a larger share of AI citations.
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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:
- June 15–21, 2026
- Published:
- June 24, 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 8e4e9b2f2399fd01
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-june-15-21-2026 Scope: Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · Google · Desktop Family: Ranking Top 5 Observed: June 15–21, 2026 (2026-06-15/2026-06-21) Published: June 24, 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-june-15-21-2026/data.csv Citation text: https://theobservatory.io/articles/luxury-real-estate-marbella-most-cited-by-ai-june-15-21-2026/citation.txt Reuse terms: https://theobservatory.io/terms facebook.com holds the rank-1 position on the AI Overview citation rail for Luxury Real Estate Advisory Marbella / Costa del Sol across the 6-run window June 15–21, 2026, with 12.28% AI citation share on this market. Key facts: • facebook.com: 12% AI citation share · cited in 6/6 runs • youtube.com: 12% AI citation share · cited in 6/6 runs • homerunmarbella.com: 9% AI citation share · cited in 6/6 runs Published table — Citation share — top 5 (June 15–21, 2026 · 109 queries per run · 6 comparable runs): Rank · Actor · Citation share 1. facebook.com — 12.28% AI citation share · cited in 6/6 runs — #1 2. youtube.com — 12.28% AI citation share · cited in 6/6 runs — #2 3. homerunmarbella.com — 9.41% AI citation share · cited in 6/6 runs — #3 4. Drumelia Real Estate — 8.38% AI citation share · cited in 6/6 runs — #4 5. panoramamarbella.com — 7.58% AI citation share · cited in 6/6 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 6 comparable scheduled runs in the observation period June 15–21, 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. The source run covers 109 observed queries. AI Overview citation evidence was available on 6 of 6 runs in the comparable window. Limitations and non-claims: — Observes the observed AI citation surface only; within a defined scope and window. — A period aggregate (6 comparable runs) — not a claim about bookings, revenue, or market share. — Scoped to Luxury Real Estate Advisory / Costa del Sol Marbella, June 2026; not generalisable beyond this market and window. — The Observatory · Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · Google · Desktop · June 15–21, 2026 Based on governed AAI Kernel evidence. Capture identifier: pr_1787929322712_gddht6. 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 (June 24, 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-june-15-21-2026 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: 8e4e9b2f2399fd01
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 · June 15–21, 2026
Based on governed AAI Kernel evidence. Capture identifier pr_1787929322712_gddht6. 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 109 queries observed for this market. It does not measure who opens those AI answers, nor does it reflect organic search ranking.
- Why do facebook.com and youtube.com appear at the top of a luxury real estate panel?
- AI Overviews cite sources based on the content they surface for each query. Platforms hosting user-generated or discussion content about Marbella real estate can accumulate citations alongside niche real estate domains. This card observes who AI Overviews cite — it does not assess the nature or quality of the cited content.
- Can this card establish a longer-term trend for AI citations on this market?
- No. This card aggregates AI Overview citation data across 6 comparable scheduled runs in the window June 15–21, 2026. AI Overview content varies by query, model, and date. A longer observation window would be needed to assess whether the current distribution persists.
Scope and limitations
Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · June 15–21, 2026 · what this card does not claim
- Observes the observed AI citation surface only; within a defined scope and window.
- A period aggregate (6 comparable runs) — not a claim about bookings, revenue, or market share.
- Scoped to Luxury Real Estate Advisory / Costa del Sol Marbella, June 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 6 comparable scheduled runs in the observation period June 15–21, 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. The source run covers 109 observed queries. AI Overview citation evidence was available on 6 of 6 runs in the comparable 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 6 comparable scheduled runs, June 15–21, 2026. AI Overview citation evidence available on 6 of 6 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 2026-06-24 · Governed capture ID · pr_1787929322712_gddht6
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, June 15–21, 2026, Luxury Real Estate Advisory Marbella / Costa del Sol is also read in the AI Overview Ranking — Top 10 table and the Query Spotlight table; each keeps its own reading basis. A further Organic Ranking — Top 5 table for Luxury Real Estate Advisory Marbella / Costa del Sol provides additional context; it records October 5–11, 2026.
The Dubai reading and Hong Kong reading examine the same AI Citation Ranking — Top 5 for June 15–21, 2026; compare the stated reading bases before drawing a cross-market conclusion.
