Deep Research
AI-powered problem discovery

Find problems
worth solving.

Scrape real conversations, validate with AI,and ship with a plan.

Sources

AI finds relevant communities, scrapes posts, and extracts real problems.

How it works

Discover

Scrape Reddit, HN & Dev.to for real conversations

Extract

AI identifies real problems people actually have

Validate

Score feasibility against your skills

Blueprint

Get scope, timeline & tech stack to start building