Problem Scout

The Database of Validated Apps & SaaS Ideas You Can Build This Weekend.

We monitor 14k+ user friction points across 787+ app domains to find your next SaaS opportunity. No more "idea" validation, just data-backed market gaps.

Generate solutions from real pain

Turn a real user problem into a structured product idea in seconds, including the target user, core pain, and key features.

Validate before you build

Instantly see whether a problem is frequent, recurring, and worth solving before you waste time or money.

Build an MVP immediately

Generate ready-to-use AI and no-code prompts so you can go from problem to prototype without writing code.