HBUAI

Public specification / version 1.0

Broker AI Presence Standard.

Five checks. Fixed evidence. Last updated September 17, 2026. This is an HBU standard, not a certification from an AI platform.

The five checks

Pass or document the gap.

01

Found

What it means
A cold, non-leading buyer query can surface the broker for a relevant market or specialty.
How it is verified
Run the frozen prospect query set in clean sessions across six engines and record whether the broker is named.
What failing costs
A qualified buyer can form a shortlist without ever seeing the broker.
02

Owned

What it means
The broker controls a public domain and a crawlable site that states who they are, where they work, and how to contact them.
How it is verified
Confirm domain registrant control, successful public responses, canonical URLs, indexable HTML, and a clean sitemap.
What failing costs
A vendor cancellation or brokerage move can erase the broker's primary source.
03

Matched

What it means
The broker name, firm name, market, phone, and public profiles agree without material contradictions.
How it is verified
Compare the owned site, Google Business Profile, brokerage profile, and applicable license record.
What failing costs
Conflicting identity signals reduce trust and can cause an engine to merge or misstate the entity.
04

Routed

What it means
Every site inquiry reaches one accountable system with a source, timestamp, and follow-up path.
How it is verified
Submit test leads on mobile and desktop, then confirm the CRM record, source, assignment, and notification.
What failing costs
A visible broker can still lose the inquiry between a form, inbox, and CRM.
05

Ready

What it means
Advertising disclosures, email authentication, account ownership, and transaction records can be shown during review.
How it is verified
Inspect firm-name disclosure, designated-broker approval status, SPF/DKIM/DMARC, access ownership, and record retention setup.
What failing costs
The broker cannot demonstrate who approved, controlled, received, or retained the work.

AI Presence Report

36 cold-query runs.

Six prospect personas across ChatGPT, Claude, Gemini, Perplexity, Copilot, and Google AI Overviews. Clean context. Fixed wording. Dated screenshots.

  1. 01Relocating buyer
  2. 02Equity seller
  3. 03First-time investor
  4. 04Probate or heir
  5. 05Referral checker
  6. 06Category shopper

Scoring

One repeatable baseline.

Each run receives 0 to 5 points. Five means named and cited to the broker's owned domain. Zero means invisible or hallucinated. The Presence Score averages all engines and scales the result to 100.

Track Named %, Cited %, and Accuracy %. Run the baseline before work, then repeat on day 30, 60, 90, and quarterly with the same query file.

Synthetic queries are allowed. Synthetic reviews, testimonials, and profile activity are not.

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