Powered by live AI market researchStress-test your business idea
Stress-test your business idea
before you brew it.
Paste any idea. Get an honest, structured evaluation across market viability, competition, financial potential and risk — grounded in live web research.
No signup. No login. Just paste and go.
4
Dimensions scored
<45s
Average response
Live
Web research
What you get
Four dimensions. One verdict.
01
Market viability
Size, growth, timing
02
Competition
Moats and gaps
03
Financial potential
Unit economics & runway
04
Risk
What kills this idea
How it works
01
Describe your idea
A sentence is enough. Add industry, geography and stage if you want sharper signal.
02
We research live
Market size, competitors, pricing benchmarks — pulled fresh from the web, not memory.
03
Get a verdict
Go, conditional go, or no-go — with scored dimensions and the reasoning behind each.
"It's like getting a brutally honest pitch session with a panel of investors — in 30 seconds, for free."
CC
Continental Coffee Labs
Internal dogfooding