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-august-3-9-2026
Scope: Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · Google · Desktop
Family: Ranking Top 5
Observed: August 3–9, 2026 (2026-08-03/2026-08-09)
Published: August 15, 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-august-3-9-2026/data.csv
Citation text: https://theobservatory.io/articles/luxury-real-estate-marbella-most-cited-by-ai-august-3-9-2026/citation.txt
Reuse terms: https://theobservatory.io/terms

youtube.com holds the strongest AI citation share on the Luxury Real Estate Advisory Marbella / Costa del Sol market at 16.33%, observed across 7 comparable scheduled runs in the observation period August 3–9, 2026.

Key facts:
• youtube.com: 16% AI citation share · cited in 7/7 runs
• homerunmarbella.com: 11% AI citation share · cited in 7/7 runs
• panoramamarbella.com: 9% AI citation share · cited in 7/7 runs

Published table — Citation share — top 5 (August 3–9, 2026 · 7 comparable runs): Rank · Actor · Citation share
1. youtube.com — 16.33% AI citation share · cited in 7/7 runs — #1
2. homerunmarbella.com — 10.89% AI citation share · cited in 7/7 runs — #2
3. panoramamarbella.com — 9.17% AI citation share · cited in 7/7 runs — #3
4. Drumelia Real Estate — 8.80% AI citation share · cited in 7/7 runs — #4
5. facebook.com — 8.35% 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 August 3–9, 2026. The panel ranks the top-5 actors by cumulative AI citation volume over the period, using one single period-wide denominator. AI Overview citation evidence was available on 7 of 7 runs. The observation covers 109 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, August 2026; not generalisable beyond this market and window.

— The Observatory · Luxury Real Estate Advisory / Costa del Sol · Marbella · AI citation · Google · Desktop · August 3–9, 2026
Based on governed AAI Kernel evidence. Capture identifier: pr_1787892177437_aau48u. 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 (August 15, 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-august-3-9-2026

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: 49272ffed8d2d8ee