A swarm of agents mines real complaints across the internet, clusters them into validated problems, and hands you an investor-grade market report — in minutes, not weeks.
Be one of the first founders in line
Listening across the internet
The engine
Not a chatbot. A full research pipeline that reads the internet so you don't have to.
Agents pull live discussions the moment you hit go — across Reddit, Hacker News, Product Hunt and the open web.
posts read, scored and clustered on every single run.
A pipeline where each agent does one job well — scraping, clustering, validating, sizing and writing the report.
Every problem gets an opportunity-gap score.
“Three weeks of PM work, done before my coffee got cold.”
— early tester
Top problems, competitor gaps, TAM/SAM/SOM market sizing and concrete MVP ideas — packaged in one downloadable dossier.
How it works
Agents sweep Reddit, Hacker News, Product Hunt and the open web for raw complaints and unmet needs.
Claude clusters thousands of posts into distinct, recurring problems — not feature requests.
Each problem is validated against existing solutions, market size, and opportunity-gap scoring.
You get a structured dossier: top problems, competitor gaps, TAM/SAM/SOM, and MVP suggestions.
The kind of market research that used to cost a consultant thousands — run autonomously, while you make coffee.
Join the waitlist and lock in early access. The further up the line, the sooner you build what the market is actually asking for.
Be one of the first founders in line