Demand validation engine
Turn real customer pain into live ad campaigns, measure interest, and get a clearer build signal in days, not months.
Research
Pain-led inputs
Capture the problem, audience, and complaint language in one place.
Launch
Live ad tests
Stage Reddit-native validation campaigns with real budget controls.
Verdict
Build or pivot
Use CTR, spend, and conversion evidence to decide what deserves effort.