Quick answer
ChatGPT can turn a fact sheet into a usable first draft, but it can also introduce details you never supplied. Use it for structure, wording, and proofreading—not as a legal, fair-housing, or regulatory authority. Before publishing, compare every statement with your property records and obtain any required review from a qualified human.
A practical workflow has three stages: prepare verified facts, prompt and revise the draft, then run a factual copy audit. Zillow similarly recommends checking core details such as beds, baths, square footage, lot size, location, and upgrades, while keeping the description concise and accurate. Zillow’s listing-description guide (opens in a new tab) also recommends clear formatting, careful proofreading, and describing features the property actually has.
Phase 1: Prepare the facts before prompting
ChatGPT is a poor substitute for a property fact sheet. Give it a structured list, and mark anything you still need to verify.
Property information checklist
- Street address, city, state, and ZIP code
- Property type
- Number of bedrooms and bathrooms
- Finished square footage and, where relevant, lot size
- Year built
- Recent improvements, including completion dates
- Parking, storage, outdoor space, and notable fixtures
- Energy-efficiency features, such as solar panels or a smart thermostat
- Nearby locations you can describe accurately
- Available showing instructions or a neutral call to action
- Any facts that require confirmation from a record, contractor, association, or qualified professional
Avoid giving the model unsupported conclusions such as “fully renovated,” “maintenance-free,” “walkable to everything,” or “guaranteed to save money.” Replace them with specific facts when you can. For example, “new quartz countertops installed in 2025” is more useful than “completely remodeled kitchen” if countertops are the only documented change.
Fictional example fact sheet
The following is an illustrative example, not a real listing:
- Property: 3-bedroom, 2-bath ranch
- Size: 1,820 square feet on a 0.23-acre lot
- Improvements: roof replaced in 2023; smart thermostat installed in 2025
- Other feature: 6 kW solar panel system
- Tone: clear and welcoming
- Target length: about 180 words
Do not copy these details into a real listing unless they apply to that property and you have verified them.
Phase 2: Prompt ChatGPT for a first draft
A specific prompt gives you more to check. Zillow’s guidance for real estate professionals also presents AI as a drafting and editing aid: clear instructions about length, format, and tone can help produce a first draft, but the result should be personalized and refined because AI can make mistakes. Read Zillow’s AI prompt guidance (opens in a new tab).
Try this prompt:
Write a real estate listing description of about 180 words using only the facts in the data block below. Do not invent amenities, measurements, views, renovations, school information, savings, or neighborhood claims. Use plain language, short paragraphs, and a neutral, welcoming tone. Mention the property type, bedrooms, bathrooms, square footage, lot size, verified improvements, and notable features. Flag any detail that seems incomplete or ambiguous instead of guessing. End with a simple invitation to request more information or schedule a showing.
Data block: [paste your verified facts here]
Ask for a second pass only after reviewing the first one. Useful revision prompts include:
- “List every factual claim in this draft so I can verify it.”
- “Remove adjectives that express an unsupported opinion.”
- “Rewrite this sentence in plain language without changing its meaning.”
- “Shorten the draft to [your platform’s limit] words without removing verified property facts.”
- “Correct spelling, grammar, punctuation, and unclear wording. Do not add information.”
These prompts improve the copy-editing process. They do not turn the model into a compliance reviewer.
Phase 3: Run a factual copy audit
Read the draft against the fact sheet, line by line. The audit below focuses on missing details, unsupported claims, and wording that could confuse a buyer.
| Check | What to look for | What to do |
|---|---|---|
| Core facts | Beds, baths, square footage, lot size, property type, and location | Correct mismatches or remove the claim until verified |
| Improvements | Dates, scope, brands, and materials | Describe only the work that was actually completed |
| Amenities | Parking, outdoor areas, appliances, views, and storage | Confirm each feature exists and is included in the sale if relevant |
| Neighborhood wording | Distances, transit, parks, businesses, and other nearby places | Verify the wording and avoid broad claims such as “close to everything” |
| Performance claims | Energy savings, low maintenance, investment returns, or guaranteed outcomes | Remove unless appropriately supported and reviewed by a qualified human |
| Subjective language | “Perfect,” “best,” “luxurious,” or “family-friendly” | Replace with observable details or omit it |
| Clarity | Abbreviations, long sentences, unexplained terms, and vague pronouns | Rewrite so a buyer can understand the statement quickly |
| Completeness | Important features that were supplied but omitted | Add verified details that help a buyer understand the property |
A clean copy audit is not a legal or fair-housing review. Before publication, ask a qualified human—such as an appropriately licensed real estate professional or attorney, depending on the issue and your location—to review fair-housing and legal questions. Do not ask an AI tool to decide whether a phrase satisfies those requirements.
A short pre-publication checklist
Before you paste the description into a listing platform, confirm that you have:
- Compared every number with your source records.
- Confirmed that upgrade wording matches the actual scope of work.
- Removed amenities or neighborhood claims the property does not support.
- Replaced vague, subjective, or exaggerated language with specific details.
- Checked spelling, grammar, punctuation, and readability.
- Confirmed the platform’s current word or character limit.
- Requested qualified human review for fair-housing and legal questions.
- Saved the final approved copy separately from the AI draft.
Keep the final description focused. Zillow advises keeping a property description concise and notes that many listings use a limited amount of text; the exact limit depends on the platform or local listing system. See Zillow’s formatting guidance (opens in a new tab).
Example of a safer revision
Unverified draft:
This fully renovated, family-friendly home offers worry-free living near the best schools and will save you money every month.
Factual revision, assuming the facts are verified:
This three-bedroom, two-bath ranch includes a roof replaced in 2023, a smart thermostat installed in 2025, and a 6 kW solar panel system. The home sits on a 0.23-acre lot and offers 1,820 square feet of living space. Request additional property details or schedule a showing to see the layout in person.
The second version makes fewer promises. It also gives the reader concrete details to investigate instead of asking them to trust a string of broad assurances.
Final takeaway
Use ChatGPT to organize verified information, draft readable copy, and catch ordinary writing errors. Then audit the result for missing property details, unsupported claims, and unclear wording. Treat fair-housing and legal questions as a separate human-review step before the description goes live.
Sources
- How to Write Listing Descriptions That Sell — Zillow (opens in a new tab): Supports checking core property details, concise formatting, accuracy, grammar, and descriptions grounded in actual features.
- 6 Helpful AI Prompts That’ll Save Real Estate Agents Time — Zillow (opens in a new tab): Supports using AI for drafting and editing while recognizing that outputs can contain mistakes and require refinement.
Related reading
Planning your home sale?
Work through your next selling decision.
Read more about listing choices, buyer inquiries, and the work involved in selling your home.