Evidence before ideas.

What we believe

A problem does not need millions of users to be valuable. A small, highly motivated audience with a painful, recurring problem can support an excellent business. We call it the 1% problem.

How we work

• Only official APIs, public datasets, licensed providers and user submissions. No scraping behind logins, no bypassing rate limits.
• Every number is labeled: observed signal, AI inference or estimate. If the evidence is thin, we say “insufficient evidence”.
• Scores are explainable. Competition can only lower an opportunity score, never raise it.

The loop

Signal → Problem → Momentum → Market Gap → Opportunity. Discover, understand, validate, build.