Six-form competitor scan
SaaS, Chrome, AI, desktop, mobile, and micro SaaS.
AI Software Opportunity Research
Find the software gap before you build.
Scan six product forms, trace real user pain, compare pricing and ratings, and turn the evidence into a scored 4–5 feature MVP.
Sourced pain
Reddit, Product Hunt, Hacker News, G2, and GitHub evidence.
Server-scored opportunity
Demand, pain, gap, monetization, and build difficulty.
Launch-ready direction
Focused MVP, pricing tiers, and a First 100 Users Plan.