AI idea validator that catches failure patterns before you waste 6 months
Get real risk scores instead of AI cheerleading — validate startup ideas against actual failure patterns before building.
The signal
“Hey guys, we decided to make our idea validation tool free and would love to hear what you all think. We made this because we've found that ChatGPT and other AI tools seem to tell you your idea sounds great, every time, without doing any real risk assessment. Our Idea Canvas tool”r/Startup_Ideas — read the original
Why it scores 80
Founders repeatedly complain about AI's constant false validation and lack of critical risk assessment for business ideas.
Existing AI tools give empty praise; only a few specialized validation platforms exist, most are expensive or superficial.
Solo developer can build MVP using existing APIs for market research, SWOT analysis, and competitive landscape tools.
Post-AI-hype disillusionment creates demand for critical validation as founders realize generic AI praise lacks real business insight.
MVP build path
A web app using Next.js, Supabase for idea storage, and direct API calls to Google Trends & Crunchbase's free tier for initial scoring, launched to indie hacker communities on Reddit and Twitter.