Build an Indie SaaS Churn Predictor
11/15The Opportunity
ChurnZero starts at $1500/yr. Indie SaaS founders need a $49/mo churn prediction tool with Stripe integration.
Original Signal
“Runway and Pika are way out of budget for what we need — we just want to generate 5-second B-roll clips for social content, not pay $76/mo for a full creative suite.”
Score Breakdown
11/15How 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
Runway Gen-3 starts at $15/mo but rate limits are frustrating and costs jump fast. Replicate-hosted models are cheap but require engineering to wire up an API pipeline.
Willingness to Pay
Content creators and small agencies pay $15-49/mo for video AI tools; an affordable API-first video generation service at $0.05-0.15 per clip would compete on pure economics.
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