How to start · 2026-05-02

How to Find Problems Worth Solving Using AI

Not all problems are created equal. Some are annoyances; some are bleeding necks. DemandSonar’s “Problem Severity Index” scores problems on frequency, intensity, and willingness-to-pay proxies. “Syncing Google Calendar with Apple Calendar” scored 78 severity, with high frustration and a known pay willingness (existing paid tools). “Too many recipe newsletter emails” scored 24, mild annoyance, no pay history. The platform ranks 50+ problems for any domain, letting you pick the one with the best severity-to-competition ratio. Choose a problem worth solving, not just a problem. [Rank your problems by severity →]

Stop guessing. See if anyone wants your idea.

Run a free scan