Sample Pro Report
What is broken, what could work, and what should I test?
A Pro Report is the $19 automated teardown that turns a vague idea into a decision: fix the angle, test payment, or stop.
Idea
“An AI tool that helps real estate agents write listing descriptions.”
Score
61/100
Verdict
Adjust. There is a real workflow, but the first version is too easy to replace with ChatGPT and too weak to command recurring budget.
What is broken
The buyer is vague, the output is generic, and the pain saves minutes instead of creating revenue, reducing churn, or avoiding a deadline.
What could work
Reframe it as a deadline-driven Listing Launch Kit for agents with an active listing this week: MLS remarks, seller update, email, social posts, flyer copy, video script, and open-house promo.
Who might pay
Solo agents, small teams, and boutique brokerages without marketing support. Avoid selling to every agent; sell to the agent with a live listing and no time.
Willingness-to-pay read
$19–$49 per listing is plausible for a polished kit. A generic monthly copy tool is weak because agents already have cheaper substitutes.
Test next
Manually produce 5 listing kits, charge for the next 3, and only build software if buyers ask to repeat the workflow.