Scrape real conversations, validate with AI,
and ship with a plan.
AI finds relevant communities, scrapes posts, and extracts real problems.
Scrape Reddit, HN & Dev.to for real conversations
AI identifies real problems people actually have
Score feasibility against your skills
Get scope, timeline & tech stack to start building