An AI tool can turn your walkthrough notes into a first draft of a listing description. It can also slip in a phrase about who the home is for. That phrase can be a Fair Housing problem, and the AI may not flag it.
Short answer: AI can write the first draft. A person reads every word before it posts, and each sentence describes the home. This post covers a review habit for agents. It is general information.
This is not legal advice. Ask your broker or a Fair Housing attorney.
Key takeaways
- AI can write a first draft of a listing description. A person reads and approves it before it posts.
- Describe the home and its location. Leave out who you picture living there.
- A language check can miss context and cannot promise compliance.
- Your brokerage and your MLS may have their own rules. Read them first.
- Check current rules on the day you publish. Ask your broker or a Fair Housing attorney.
How do you describe a property without describing the buyer?
The federal Fair Housing Act makes it unlawful to make, print or publish any notice, statement or advertisement for the sale or rental of a dwelling that indicates a preference, limitation or discrimination based on a protected class. The federal classes are race, color, religion, sex, disability, familial status and national origin. State and local laws can add more. You can read the section on advertising yourself at 42 U.S.C. 3604.
A plain test helps. Ask whether each sentence describes the home or the person you picture living in it. Phrases about who a home suits can read as a preference, so describe the home instead. Here are four swaps. Treat them as teaching examples, and skip the first phrase in each pair.
- "Perfect for young families" describes a buyer. "Three bedrooms and a fenced backyard" describes the home.
- "Ideal for empty nesters" points at a buyer. "All bedrooms on the main level" is a fact about the house.
- "A neighborhood of young professionals" talks about the neighbors. "A short walk to the light rail stop" talks about the location.
- "Great bachelor pad" is aimed at a person. "Open studio layout with a city view" is the home.
When a draft describes people, rewrite it to describe the place.
What should you look for in an AI draft?
Whether or not you use a language check, watch for phrases that point at people:
- Words that name a protected class, or that stand in for one.
- Descriptions of who lives nearby, or who a street or neighborhood suits.
- Words about who is welcome, or who would be comfortable there.
- References to a place of worship or a cultural group used as a reason to buy.
Some cases need judgment. Describing an accessibility feature of the home is different from saying who the home suits. Ask your broker where your brokerage draws lines like that one.
Why can a language check miss things?
A language check catches some problems and misses others. It can miss context, because a phrase that is fine in one listing can be a problem in another. Read captions and photo choices yourself too.
There is a second risk with AI drafts. A draft can include details that were not in your notes, so check every fact against the listing data.
Buyers and other agents notice when a description reads like a bot wrote it. Your own words still matter, so use the draft as a starting point and rewrite what does not sound like you.
A language check cannot promise compliance, and neither can your own review. Your broker has the final say.
Do brokerage and MLS rules come first?
Your brokerage may have its own advertising policy. Ask your broker. Your MLS may have its own rules for public remarks and fair housing. Read them before you set up AI drafting, and keep a copy of their rules next to your drafts.
State and local law can add protected classes. Ask your broker which ones apply to you, and review each draft with them in mind.
What review step should come before anything posts?
Here is a habit for going from notes to a live listing:
- Talk through the property after the walkthrough, or type your notes, and list the listing facts you want used.
- Ask the AI for a first draft from only those facts.
- Check the draft for phrases that describe people.
- Read the whole draft, check every fact against the listing data and fix each phrase you flagged.
- Approve it yourself before it posts.
The draft stays a draft until you approve it. The same habit fits anything a client will see, such as open house follow up notes.
Read the draft as a buyer would. If a sentence would make any reader feel the home is meant for someone else, change it. Treat this as a reading habit. Your broker decides the legal questions.
What changed at HUD, and where can I read the law?
HUD has issued guidance over the years on how the Fair Housing Act applies to advertising. HUD's Office of Fair Housing and Equal Opportunity withdrew several guidance documents, effective September 17, 2025. HUD published a notice about it in the Federal Register on April 6, 2026. One of the withdrawn documents was its April 29, 2024 guidance on applying the Act to the advertising of housing through digital platforms. The notice says the withdrawn documents should not be relied upon as authoritative.
A withdrawal of guidance does not change the text of the Fair Housing Act. The advertising section of the Act still applies, along with your state and local law. The notice says HUD is still reviewing its guidance, so guidance can change again. Check current rules on the day you publish, and check current sources before you rely on any summary, this one included. The links are in the Sources list below.
When something is unclear, ask your broker or a Fair Housing attorney before the listing goes live.
How does this fit a LUR setup?
Listing description drafts from a voice note are one of the setups on our realtors page. Anything public stays with you until you have read it. See what never leaves your hands.
If you want to talk about AI listing drafts for your own listings, start the intake or email carlos@prmode.ai.
FAQ
For replies to buyer questions, use the listing inquiry reply sheet, which answers each question with the fact on record.
Sources
- 42 U.S.C. 3604, Discrimination in the sale or rental of housing (subsection (c) covers advertising)
- 42 U.S.C. 3615, Effect on State laws
- HUD, Housing Discrimination Under the Fair Housing Act
- U.S. Department of Justice, The Fair Housing Act (overview of the Act's protections)
- Federal Register, Notification of Withdrawal of Fair Housing and Equal Opportunity Guidance Documents (April 6, 2026)
- HUD FHEO, Notice of the Withdrawal of FHEO Guidance Documents (September 17, 2025)
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