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Listing Description Compliance Checklist

Fair Housing Listing Description Checklist for AI and MLS Copy

A practical worksheet for reviewing AI-assisted MLS remarks, advertisements, emails and social captions before they are published.

By Paul Parker, Founder of AIandRealtors.com and HousingWire contributor

Updated and sources verified July 28, 2026

Research-based general information, not legal advice. Requirements vary by jurisdiction and can change. Review the linked official sources and confirm your situation with your broker, MLS, regulator or a qualified attorney. Legal note

Checklist purpose

Review AI-Assisted Listing Copy Before Publishing

Use this checklist before publishing AI-assisted MLS remarks, property descriptions, advertisements, emails or social captions. It focuses on verified facts, Fair Housing concerns, unsupported claims, MLS review and final human approval.

Describe the property, not a preferred occupant.

Scope

When to Use This Checklist

  1. 01AI drafted MLS remarks, ad copy, social captions, email copy or landing-page copy.
  2. 02The copy mentions property facts, schools, safety, lifestyle, neighborhood amenities or investment outcomes.
  3. 03The final copy will be published through MLS, portals, brokerage websites, social media or email.
  4. 04You need to separate federal Fair Housing review from NAR, MLS, brokerage and state/local review.
  5. 05You want a record that a responsible person approved the final wording.
Appropriate-use example

Property-focused draft

AI turns verified property facts into a clear description without identifying a preferred occupant or inventing amenities.

Higher-risk-use example

Preference or steering language

Copy that says a home is perfect for young families in a safe neighborhood near church and top-rated schools raises multiple review concerns.

Teaching example

Turn Preferred-Buyer Language Into Property-Focused Copy

Problematic example

Perfect for young families in a safe, quiet neighborhood near church and top-rated schools.

Property-focused rewrite

Three-bedroom home with an open living area, updated kitchen, fenced backyard and convenient access to nearby parks, shopping and commuter routes.

Why the first sentence needs review

  • “Young families” describes a preferred occupant.
  • “Safe” is a subjective neighborhood claim.
  • The church reference introduces religion.
  • The school claim requires reliable sourcing and consistent treatment.
  • The sentence describes a preferred buyer rather than the property.
Safer AI prompt

Write a 150-word listing description using only the verified property facts provided. Describe the property, not the buyer. Avoid Fair Housing risk, demographic assumptions, religious references, school-quality claims, neighborhood safety claims and unverified amenities.

Complete worksheet

Complete Interactive Listing Description Checklist

Copy review worksheet

Listing Description Checklist

Use this before publishing AI-assisted MLS remarks, property descriptions, advertisements, emails or social captions.

These checklist items are practical review aids, not legal advice or safe harbors. Requirements vary by state, MLS, brokerage, platform and transaction. Selections are not saved, submitted or used to certify compliance. For deeper phrase-by-phrase examples, use the Fair Housing words and AI listing descriptions guide.

Begin with verified facts

Describe the property, not the preferred occupant

Review neighborhood and lifestyle language

Remove hype and unsupported claims

Check rules and required information

Final human review

Stop and check: AI can improve a draft, but it cannot verify property facts or decide whether the final wording satisfies every applicable rule.

Related guide links

Continue the Copy Review

AI compliance hub

Return to the national framework, state guides and master checklist download.

Open the Hub

Fair Housing words guide

Review phrase-level examples and property-focused alternatives.

Use the Words Guide

AI listing descriptions guide

Use prompt, fact-review and MLS-review guidance for listing copy.

Read the Guide

Listing-copy tool comparison

Compare disclosure-supporting and review-supporting feature evidence.

Compare Tool Features

Download the master checklist

Get the complete 2026 printable checklist covering copy, images, video, records and final review.

Get the Free Checklist

Common questions

Frequently asked questions

Can AI write MLS remarks?

AI can draft MLS remarks, but the final wording still needs human review for verified property facts, Fair Housing concerns, brokerage policy, state advertising rules and local MLS requirements.

What is the core Fair Housing copy rule?

Describe the property, not a preferred occupant. Avoid language that signals a preferred buyer or tenant, unsupported safety or school claims, religious references, demographic assumptions or steering.

Does this checklist guarantee Fair Housing compliance?

No. It is a practical review aid, not legal advice or a safe harbor. State and local protections, MLS rules and brokerage policies may be more restrictive.

Verification record

Official and primary sources

Official federal law overviewU.S. Department of Justice Fair Housing Act overviewLast verified July 28, 2026.
Regulator publicationHUD Fair Housing Act overviewLast verified July 28, 2026.
Regulator publicationHUD News Release No. 26-028 on crime-rate and school-quality informationLast verified July 28, 2026.
NAR professional standardNAR 2026 Code of Ethics and Standards of PracticeLast verified July 28, 2026.

Published commentary

Published commentaryHousingWire article on reviewing AI-generated listing remarks

Change log

Updated/source-verification date

  • July 28, 2026: Created as the dedicated Fair Housing listing-description checklist page from the national AI compliance guide checklist.