PainSignal reads thousands of posts from real workers across 92 industries, classifies their frustrations using AI, and packages each one into a validated app idea with features, target users, and a revenue model. Free for the first 1,000 builders.

AppSignal — Get full visibility into app health, errors, and performance

Get full visibility into app health, errors, and performance

hey PH! i built PainSignal because i was tired of guessing what people actually need. i kept coming up with app ideas in my head while plumbers, truckers, and restaurant owners were out there complaining about real problems nobody was solving. so i built an AI pipeline that listens to them at scale. it reads thousands of real posts from workers across 92 industries, classifies each problem, and generates a full app concept with features, target users, and a revenue model. right now theres 2,164 real problems and 1,129 app ideas you can browse, filter, and claim. its completely free. the first 1,000 members get full access permanently. im paying for the infrastructure because i think this should exist. would love your feedback. what industries should i add next? painsignal.net

AppSignal — Get full visibility into app health, errors, and performance

Get full visibility into app health, errors, and performance

Pain Signal

Find what workers struggle with. Build the solution.

Find what workers struggle with. Build the solution.