The Risk of Subjective Language in MLS Remarks
Phrases describing neighborhood demographics, family status suitability, or physical mobility can trigger federal or state Fair Housing investigations. Professional listing descriptions must focus strictly on objective architectural, physical, and location attributes.
Automated Fair Housing Guardrails
AI Estate integrates automated vocabulary checking against federal HUD guidelines, highlighting restricted terminology in real time and suggesting legally compliant alternatives.