Specialties are buried in bios.
The expert directory makes each specialty explicit and connects it to relevant markets and client needs.
The Snapshot records representative answers before publication. It establishes a baseline for future comparison without pretending that visibility or citations can be guaranteed.
In this sample scenario, platforms can identify the brokerage name and a few profiles, but they cannot consistently connect client questions, specialties, markets and supporting evidence.
The real Snapshot records exact dates because AI answers can vary by platform, model, location, account state and time.
| Representative prompt | ChatGPT | Claude | Gemini | Perplexity | Google AI |
|---|---|---|---|---|---|
| Who specializes in San Diego coastal luxury sellers? | Not found | Not found | Generic sources | Portal results | No answer |
| Which local agent helps people relocate to North County? | Unclear | Unclear | Unclear | Directory list | No answer |
| What should a San Diego condo buyer review? | Generic answer | Generic answer | Generic answer | Sourced answer | Generic summary |
| What proof supports this brokerage’s specialties? | Fragmented | Fragmented | Fragmented | Fragmented | Fragmented |
The deliverables address the information architecture and evidence gaps observed in the baseline. They do not control the platforms’ final answers.
The expert directory makes each specialty explicit and connects it to relevant markets and client needs.
Thirty approved buyer and seller answers create useful material for specific, conversational questions.
The credentials page organizes evidence and source links behind the brokerage and specialist claims.
A follow-up review can re-run the same prompts and record changes in discovery, accuracy, source selection and expert matching. Variability is reported honestly; positive results are not guaranteed.
The Brokerage AI Authority QuickStart is one fixed, three-week implementation for one office or market and up to twelve agents, followed by one 60-day AI visibility comparison.