Find validated pain. Build what people buy.
DemandLens scans communities for real demand signals, scores each pain point with transparent AI factors, and hands you a buildable blueprint with your first 100 customers already identified.
12K+
Pain signals/day
94%
Score accuracy
3 min
To first insight
Free
To get started
How it works
From raw signal to first customers — in four steps
Find validated pain
DemandLens scans Reddit, forums, and review sites to surface real frustrations — not guesses.
Transparent score
Every pain gets a score across Virality, Pain depth, Scale, Growth, and Monetisation factors.
Buildable blueprint
Turn any pain signal into a product brief, landing page copy, and distribution strategy.
First 100 customers
Identify the exact communities and individuals who voiced the pain — your founding users.
Live example
What a result looks like
Wrist strain for developers who type 8+ hours
78
opportunity score
Signal volume — last 7 days
Widespread, underserved pain with clear monetisation paths.
High opportunityStop guessing. Start building things people want.
Join builders who validate demand before they write a line of code.