Stop building products nobody wants.
We analyze real user complaints across the web to validate demand and expose weak competitors — before you build.
Most SaaS founders fail for one reason.
You don't fail because of bad code.
You fail because nobody really wanted the product.
So you:
scroll Reddit for hours
skim reviews
bookmark tweets
trust gut feelings
And still guess.
Guessing is expensive. We replace it with evidence.
A complete market intelligence engine — without the noise.
We turn public web signals into clear market truth.
Demand & Pain Detection
Surface the problems people actively struggle with.
Competitive Weakness Analysis
See where existing solutions fail users — and why they churn.
Market Signal Scoring
Understand which pains are real, rising, and worth building for.
Powered by a proprietary AI model built specifically for market signal detection — not generic summaries.
This is not another analytics or SEO tool.
Traditional tools
Our platform
Show what already happened
Detects pain before traffic exists
Focus on numbers, not intent
Reads conversations, not just clicks
Miss early demand signals
Surfaces demand before markets are obvious
Designed to help you understand what matters — and confidently ignore the rest.