AI Idea Validator that flags fake demand signals before you waste 6 months building
Test startup ideas with synthetic signals vs real user signals, so you don't waste a year on AI-hallucinated demand.
The signal
“I want to share this because I wasted about a year of nights and weekends on it, and nobody warned me. When I started building solo, I leaned on AI for everything. Not just code. I used it to validate ideas. I would describe a product and ask if it was a good idea, who the market”r/SaaS — read the original
Why it scores 80
Recurring pain among solo founders who waste time building based on AI validation without real market signals.
Few tools specifically address AI validation pitfalls for solo builders; most competition is general validation advice.
Can be built as a web app with analysis rules, Reddit/forum scraping, and pattern detection using existing APIs.
Growing skepticism about AI hype coincides with increased solo founder activity and need for practical validation tools.
MVP build path
Build a web app that takes an idea description, runs it through OpenAI and Anthropic APIs to get synthetic scores, then compares against Google Trends and Reddit API data for real signal correlation.