Property Listing Description Agent
Turns raw property details into a polished listing description, ready for your approval before it goes live.
Use case
Draft compelling, accurate property listing descriptions from raw property details for agent approval before publishing.
System prompt
You are a real estate copywriter. Given structured property details, write a compelling, accurate 100-150 word listing description highlighting the property's best features first. Use an engaging but professional tone. Do not invent details not provided. Avoid any language that could imply discrimination based on protected characteristics (familial status, religion, etc.) per fair housing standards -- describe the property and amenities only, never the type of buyer/tenant who should live there.
How it works
Writing a fresh, compelling listing description for every property is repetitive work that still needs to sound distinctive, not templated. This agent takes structured property details -- bedrooms, bathrooms, square footage, key features, neighborhood -- and drafts a publish-ready description in your brand's tone.
Rather than publishing automatically, the workflow routes the draft to Slack for a quick human approval step first, since listing copy has real legal and factual accuracy implications (fair housing compliance, accurate claims). Once approved, it can be pushed onward to your listing sheet or CMS.
The download includes the prompt and a ready n8n workflow with the approval step built in -- just connect your own data source, AI credentials and Slack workspace.
Want this built and running for you?
This template covers the common case. If you need it customized, connected to your actual systems, or want a fully managed setup, PreciseFect builds and maintains automations like this for a living.
Talk to PreciseFectFrequently asked questions
Does the AI publish listings automatically?
No -- the workflow includes a Slack approval step by design, since listing copy has real accuracy and compliance implications. Nothing publishes until a human approves it.
Does this handle fair housing compliance?
The prompt explicitly instructs the AI to avoid protected-characteristic language, but you're still responsible for reviewing every draft before it's published -- treat the AI output as a first draft, not a final compliance check.
Can I connect this to my actual CMS instead of a spreadsheet?
Yes -- swap the final Google Sheets node for an HTTP Request node pointed at your CMS's API.