Luxury Real Estate Advisory Los Angeles: Query Spotlight

Source: https://theobservatory.io/articles/luxury-real-estate-los-angeles-query-spotlight-best-agents-august-3-9-2026
Scope: Luxury Real Estate Advisory · Los Angeles · Organic search · Google · Desktop
Family: Query Spotlight
Observed: August 3–9, 2026 (2026-08-03/2026-08-09)
Published: August 13, 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-los-angeles-query-spotlight-best-agents-august-3-9-2026/data.csv
Citation text: https://theobservatory.io/articles/luxury-real-estate-los-angeles-query-spotlight-best-agents-august-3-9-2026/citation.txt
Reuse terms: https://theobservatory.io/terms

Across 7 comparable scheduled runs in the Luxury Real Estate Advisory Los Angeles market (August 3–9, 2026), aaronkirman.com and Joyce Rey each hold a median of position 1 on the query "best luxury real estate agents Los Angeles" (Organic Ranking — Top 5) — but their presence profiles diverge sharply: aaronkirman.com appeared in 7 of 7 comparable runs, while Joyce Rey appeared in only 2 of 7 comparable runs.

Key facts:
• aaronkirman.com: position 1 · 7 of 7 runs
• Joyce Rey: position 1 · 2 of 7 runs
• hollywoodreporter.com: position 2 · 7 of 7 runs

Published table — Query spotlight — actor ranking (August 3–9, 2026 · 105 queries per run · 7 comparable runs): Rank · Actor · Observed
1. aaronkirman.com — position 1 · 7 of 7 runs — #1
2. Joyce Rey — position 1 · 2 of 7 runs — #2
3. hollywoodreporter.com — position 2 · 7 of 7 runs — #3
4. joshflagg.com — position 3 · 7 of 7 runs — #4
5. christophechoo.com — position 4 · 3 of 7 runs — #5

Reading basis: This card observes the exact query "best luxury real estate agents Los Angeles" (Organic Ranking — Top 5) for Luxury Real Estate Advisory Los Angeles in Los Angeles on Google desktop across 7 comparable scheduled runs in the observation period August 3–9, 2026. Per-actor best organic position is the median across runs where the actor appeared. Family evidence coverage: 7 of 7 runs. This card is 1 of 105 queries observed in the source run. It reads one query across a period window — not the full market surface.

Limitations and non-claims:
— Observes the observed organic 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 Los Angeles, August 2026; not generalisable beyond this market and window.

— The Observatory · Luxury Real Estate Advisory · Los Angeles · Organic search · Google · Desktop · August 3–9, 2026
Based on governed AAI Kernel evidence. Capture identifier: pr_1786304238004_zfoz0h. 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 13, 2026), Luxury Real Estate Advisory Los Angeles: Query Spotlight. https://theobservatory.io/articles/luxury-real-estate-los-angeles-query-spotlight-best-agents-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: 82990e7f17b28255