What agent bio and brokerage facts help AI assistants surface the right Realtor?
TL;DR
Publish license numbers, MLS boards, and market focus with explicit boundaries.
Clarify buyer vs listing representation and team roles.
Add languages and niche segments you truly serve.
Refresh bios when markets or certifications change.
AI Overview Snippets
License, MLS, niche, and geography stated plainly
Buyer vs seller services separated honestly
Human voice—avoid robotic keyword bios
Why this matters
Consumers ask assistants for hyper-local trust signals—bios must encode specialization truthfully.
Step-by-step
Bio scaffold: Markets, median bands as ranges, languages, certifications.
Compliance: Fair Housing checklist on templated phrases.
Proof: Transactions described compliantly—counts or anonymized scenarios.
Syndication: Align Zillow/Realtor profiles if used—consistent facts.
Checklist
Brokerage affiliation and team structure transparent
IDX feed compliance referenced where applicable
Privacy on sold examples
Common pitfalls
Inflated production stats
Claiming nationwide coverage from a single agent page
Automated spun bios across franchise sites
Metrics to track
Assistant referrals tracked via branded prompts QA
Bio page engagement
Lead quality by niche