Short answer: the best ChatGPT prompts for listing descriptions give the AI only verified facts, your MLS character limit, a tone, Fair Housing rules and an instruction not to invent anything. Copy any prompt below into ChatGPT or Claude and replace the [brackets], or let our free generator build a complete prompt from a form.
1. Full MLS public remarks
You are an experienced real estate copywriter. Write MLS public remarks for the property below, under [1,000] characters. Use ONLY these verified facts. Do not invent anything: [paste facts] Open with the single strongest feature (not "Welcome home"). Describe the property, not the people. Follow the U.S. Fair Housing Act: no "perfect for families/couples/retirees," no "safe neighborhood," no school ratings, no descriptions of neighbors. Plain text, no emojis, no ALL CAPS. End with a list of phrases I should double-check.
2. Headline / first line hooks
Give me 10 first-sentence hooks for this listing, each under 120 characters. Each must lead with a specific, verifiable feature from these facts: [facts]. No clichés ("stunning," "gem," "won't last"). No references to who should live here.3. Shorten to fit the MLS limit
Here is my listing description. Cut it to under [500] characters without removing these must-keep facts: [list]. Keep the opening feature. Don't add anything new. Show the final character count. [paste description]
4. Rewrite in a different tone
Rewrite this listing description in a [luxury / warm / modern / concise] tone. Keep every fact exactly as written, add no new facts, and stay under [900] characters. Keep it Fair Housing-safe: describe features, not people. [paste description]
5. Fair Housing self-check
Review this listing copy as a Fair Housing compliance screener (U.S. federal baseline). List every word or phrase that states or implies a preference based on race, color, religion, sex, disability, familial status or national origin, plus steering language about schools, safety or neighbors. For each, give the reason and a property-focused rewrite. Don't rewrite the whole thing. [paste copy]
6. Feature-to-benefit expander
For each feature below, write one sentence that explains the practical benefit of the feature itself (light, storage, maintenance, flow, outdoor use). Don't mention any type of buyer or household. Features: [list]
7. Condo / HOA listing
Write MLS remarks for a condo under [800] characters. Facts: [unit facts]. Building amenities (verified from HOA docs): [list]. HOA fee includes: [list]. Mention amenities as facts, not lifestyles. No invented amenities. Note anything I should verify with the HOA.
8. Land / lot listing
Write a listing description for vacant land under [700] characters. Verified facts: acreage [x], zoning [x] per [source], utilities [x], road frontage [x], topography [x]. Don't speculate about what can be built; say "buyer to verify with [county/city]" for zoning and permits.
9. Luxury listing
Write luxury MLS remarks under [1,000] characters. Lead with the architecture or the view. Use precise material and brand names from these facts only: [facts]. Avoid "exclusive" or "prestigious neighborhood"; describe the property itself.
10. Price-improvement update
Rewrite this listing for a price improvement to [$]. Keep it factual and calm, lead with the best feature, and add one line: "New price: [$]." No urgency clichés. Under [800] characters. [paste current remarks]
11. Spanish version
Translate this listing description into natural, professional U.S. Spanish for a real estate ad. Keep all facts and measurements unchanged. Keep it Fair Housing-safe. Then list any terms I should have a fluent speaker double-check. [paste description]
12. Listing fact-sheet interview
Act as my listing assistant. Ask me, one group at a time, for the facts you need to write a strong MLS description: basics, interior, kitchen, primary suite, outdoor, updates with years, HOA, utilities, nearby named places. Wait for my answers. Then summarize the facts as a fact sheet before writing anything.
Tips for better AI listing copy
- Facts first. AI fills gaps with guesses. Paste a complete fact sheet with sources (e.g. "1,850 sq ft per county records").
- Say what not to write. Banning clichés and "perfect for…" phrasing improves output more than asking for "better" copy.
- Iterate in the same chat. Ask for "a shorter version" or "lead with the porch instead" rather than starting over.
- Always screen. Paste the final copy into the Fair Housing checker. See also the full word list.
Want these as a ready-made Custom GPT that also writes social posts, emails and an open house kit? See the Listing Launch Agent kit.
Related: step-by-step ChatGPT listing guide · listing description examples.