We ve all been there: you get a "brilliant" SaaS idea at 2 AM, spend the next few weeks locked in a room vibing and writing code, launch it, and... crickets. No one buys it because no one actually needed it. Spending months building something nobody wants is the ultimate founder nightmare.
For my upcoming launch, Review2Idea, I decided to force myself to take a completely different approach. Instead of guessing what people want, I went straight to where the pain already exists: 1-3 star App Store reviews.
Users in those comment sections are literally begging for solutions to their problems. So I built an AI pipeline to parse thousands of these messy, unstructured complaints and map them directly into actionable MVP specs and micro-SaaS formulas. It saved me hundreds of hours of blind brainstorming.
Review2Idea is an AI-powered insights platform that analyzes millions of App Store reviews to identify unsolved user pain points and market gaps. Created by a 10-year PM, it helps indie hackers and builders find validated, data-backed ideas to build their next profitable micro-SaaS.
