Property Listing Description Writer for Agents
Enter the property facts once and get a portal listing, a social caption and a short chat message in your tone, with a check that nothing was added beyond your facts.
Economics
- Pricing example
- $12/month (first 10 listings free)
- Daily math
- 50 agents x $12/month = $600/month, about $20/day.
- Target if you hit the daily math
- Target: $600 / month at 50 subscribers
Audience and urgency
Audience: Independent real estate agents and small agencies in Malaysia, Singapore, Australia, the UK and the US who write several listings a week.
Urgency: Agents rewrite the same facts into different formats for property portals, social posts and chat messages. Generic AI chat needs the same prompting every time and can mention features the property does not have, which causes problems with buyers.
MVP scope
- ✓ Structured form: property type, size, bedrooms, bathrooms, tenure, location highlights, facilities, price and agent notes
- ✓ Three outputs: portal description, Instagram/Facebook caption and a short WhatsApp message, in English with optional Malay and Chinese
- ✓ Facts-only check: every feature mentioned in the output must appear in the input, and anything else is highlighted
- ✓ Agency word-flag list (editable) that highlights phrases the agency wants to avoid
- ✓ Saved tone presets, history and a Stripe subscription
Omitted features
- - Do NOT post to property portals automatically or scrape portal listings
- - Do NOT generate or edit property photos
- - Do NOT claim legal compliance; the word-flag list is a helper the agency configures
Suggested stack
- Frontend
- React + Tailwind CSS
- Backend or API
- Serverless LLM endpoint + Supabase (auth, history, presets)
- Payments
- Stripe Billing
- Hosting
- Vercel or Netlify (free tier to start)
Repository metadata
- Blueprint ID
property-listing-writer- Category ID
workflow_ai_wrapper- Monetization ID
micro_subscription
Day-one distribution
Channels
- Real estate agent Facebook groups in Malaysia and Singapore
- Reddit r/realtors
- Short demo videos on LinkedIn and TikTok
Reddit strategy
Share a free listing-writing checklist (facts to include, phrases to avoid) and the 10 free listings.
Cold outreach or directory hook
Offer team leaders at small agencies a free month for their whole team in exchange for feedback.
Search keywords
property listing description generator, real estate listing description writer, property ad caption template
One-shot master prompt
Build a "Property Listing Writer" web app in React with Tailwind CSS and a serverless LLM endpoint. Core requirements: 1. Input form: listing type (sale/rent), property type, built-up size + unit, bedrooms, bathrooms, tenure, floor level, furnishing, facilities (multi-select), nearby places (free text), price + currency, agent name and phone, and free-text notes. 2. Generate 3 outputs in one call with a JSON schema: portal description (150-250 words), social caption with up to 5 hashtags, and a WhatsApp message under 60 words. Optional language selector: English, Malay, Simplified Chinese. 3. Facts-only check: extract feature claims from each output and highlight any that are not supported by the input fields; offer a one-click "remove unsupported claims" regenerate. 4. Word-flag list: an editable list of phrases saved per account; matches are highlighted in yellow before copying. 5. Auth (magic link), history of the last 50 listings, tone presets (Professional, Warm, Short), 10 free listings, then Stripe Billing at $12/month.
Comparable products
Published 2026-10-08.