What this automation does
When you have a new property to list, you enter the basics into a simple form or spreadsheet — bedrooms, bathrooms, square footage, lot size, key features, neighborhood, recent upgrades. AI generates a polished listing description that's ready for MLS, Zillow, Realtor.com, and your website.
The AI writes in the style that works for your market — whether that's luxury, family-friendly, investment-focused, or first-time buyer. It highlights the strongest selling points, uses proven real estate copywriting techniques, and avoids fair housing violations. Each description is unique, not a fill-in-the-blank template.
Tools you need
- Google Forms or Airtable: Input form for property details — structured data entry for consistent results
- OpenAI API (GPT-4): Generates listing descriptions tuned to your market ($0.02-0.04 per listing)
- Zapier or Make: Connects the input form to AI and delivers the finished description via email
How to set it up
Step 1: Create a Google Form or Airtable form with fields for: address, property type, bedrooms, bathrooms, square footage, lot size, year built, price, key features (dropdown or checkbox), neighborhood highlights, recent upgrades, and target buyer persona.
Step 2: Write your AI prompt with 3-5 examples of listing descriptions you love. Include MLS guidelines for your area (character limits, required disclosures, fair housing language to avoid). Ask the AI for two versions: a full description and a short-form version.
Step 3: Set up a Zapier zap or Make scenario triggered by new form submissions. Send the property data to OpenAI, get the descriptions, and deliver them via email or write them into a Google Doc or Airtable record.
Step 4: Review the first 10 listings and refine the prompt. Common adjustments: adding neighborhood-specific keywords, adjusting tone for different property price ranges, and including broker-specific language.
Cost breakdown
| Item | Cost | Notes |
|---|---|---|
| Zapier or Make | $10/mo | Starter plan handles typical listing volumes |
| OpenAI API | $2-$5/mo | ~$0.03 per listing at 50-150 listings/mo |
| Google Forms | $0 | Free with Google account |
| Setup time | 20-30 min | One-time, including prompt tuning |
| Total monthly | $12-$15/mo | Saves 15-20 min per listing |
Frequently asked questions
The AI is trained to avoid discriminatory language, but you should include specific Fair Housing guidelines in your prompt. We recommend listing banned terms and phrases explicitly. Always have a licensed agent review descriptions before publishing, especially during the first month of use.
Yes. GPT-4 Vision can analyze property photos and identify features — hardwood floors, granite countertops, natural lighting, mature landscaping. Combine photo analysis with structured specs for the most compelling descriptions. Photo-based descriptions add about $0.02 per listing to the AI cost.