Latest index update
Jul 25, 2026 22:49 UTC
Directory evidence last verified Jul 11, 2026 16:38 UTC.
A Los Angeles luxury team with aligned owned-site proof, live Zillow review proof, sales-volume claims, and third-party market authority.
What this means: REAI publishes a limited set of category positions inside a curated, source-backed pool. The BLS employment estimate provides market scale only; it excludes self-employed workers and is not a license count, ranking denominator, or claim that every professional was evaluated. BLS estimate.
Fresh public evidence can enter the research record continuously. Public rankings update only after the relevant source layer is validated, scores are recomputed, and the publication safeguards pass.
Jul 25, 2026 22:49 UTC
Directory evidence last verified Jul 11, 2026 16:38 UTC.
Reviews: weekly. Website/GEO: monthly. AI visibility: weekly / biweekly.
3 evidence layers are scheduled for review, 1 are due soon, and 4 are stale. Ranking updates remain clear after layer validation and recompute.
Raw source changes never move rankings by themselves. The Index refreshes evidence privately, runs validators, recomputes scores, and rebuilds public pages only from validated public-safe rows. Current refresh status · How updates work · Refresh status JSON · Refresh policy.
Fresh evidence can enter the research record before it changes public rankings. Scores and ranks update only after source matching, validation, and recomputation.
Last verified: Jul 5, 2026 05:54 UTC
Next refresh: Oct 3, 2026 05:54 UTC.
Public status: current.
Last verified: Jul 1, 2026 14:01 UTC
Next refresh: Jul 8, 2026 14:01 UTC.
Public status: current refresh due.
Last verified: Jul 1, 2026 13:58 UTC
Next refresh: Jul 31, 2026 13:58 UTC.
Public status: current but refresh due soon.
Last verified: Jul 4, 2026 23:40 UTC
Next refresh: Jul 18, 2026 23:40 UTC.
Public status: current refresh due.
Last verified: Jul 11, 2026 16:38 UTC
Next refresh: Jul 12, 2026 16:38 UTC.
Public status: stale refresh required.
Current refresh status · How the Index stays current · Refresh status JSON
Consumer relevance: For sellers, this is the kind of public proof stack AI systems can connect: team identity, luxury listings, review depth, market commentary, sales scale, and recognizable media authority.
Why this profile surfaced: This candidate surfaced because the research audit found comparatively strong signals in ai visibility proxy, sales performance proof, third party authority, supported by the attached source inventory.
The candidate has public sales proof, public review proof, identity clarity, and enough source-backed visibility to appear on the public ranking.
Public sales proof: $2.20B
Counts are shown by captured source. Separate platforms are not added together because the same client may review on more than one site.
High-consideration Los Angeles buyers or sellers comparing luxury, reputation, and source-backed market proof.
4 linked source(s) across 4 source type(s): Media proof, Owned-site proof, Review/profile evidence, Sales/ranking source.