06/24/2026
Here is what the prompt that powers a listing marketing AI agent actually looks like, and what each section does.
Role definition — Tells Claude it is a professional real estate marketing designer and writer whose job is to produce a complete listing marketing package.
Property details — Gives Claude the option to extract information from an uploaded CMA or accept manually typed details if a CMA is not available.
Photo instructions — Tells Claude that listing photos have been uploaded and instructs it on how to review and place them throughout the materials.
Agent information — Your name, contact details, brokerage, and any brand guidelines you want applied consistently.
Output instructions — Specifies exactly what gets produced: the property brochure, the open house flyer, the listing announcement email, and the social media posts.
That structure is what tells Claude exactly what to build and how to build it every time you run it on a new listing.
Watch the full video to see the complete agent in action.
Chris A. Scott is a Real Estate Digital Marketer & AI Strategist at The Paperless Agent.