Build an AI Agent Output Auditor
12/15The Opportunity
Teams deploying AI agents have no way to review what the agent actually did. PR-style review for agent work.
Original Signal
“I'm running a 6-person pilates studio and still using Calendly duct-taped to a spreadsheet to manage class bookings. Half my clients have booked the wrong class twice this month.”
Score Breakdown
12/15How urgently people need this solved and how willing they are to pay for it. Based on complaint frequency and spending signals across platforms.
How open the market is. A high score means few or no direct competitors, or existing solutions are overpriced and underdeliver.
How quickly a solo developer can ship an MVP. 5 = weekend project with standard tools. 1 = months of infrastructure work.
Existing Solutions
Mindbody is the category leader but costs $129+/mo and is built for gyms, not tiny studios. Acuity is better but still $23/mo and lacks class-specific attendance management.
Willingness to Pay
Micro studio owners report paying $29-79/mo for booking tools; a clean class-first solution at $19-39/mo would win on price and simplicity.
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