How Problem Validation Works
Find validated problems in minutes by analyzing real conversations from Reddit, Hacker News, StackOverflow, GitHub issues, and Google Trends. AI extracts insights so you can decide what to build.
Enter a Problem Space
Type in a problem area you want to explore. Examples: "invoice management", "developer productivity", "fitness tracking".
AI Scans 5 Data Sources
Our AI analyzes Reddit, Hacker News, StackOverflow, GitHub issues, and Google Trends to find real problems across communities, developer forums, open-source projects, and search behavior.
Get Problem Insights
Receive a report with pain points, workarounds, existing tools, unmet needs, customer discovery outreach leads, and a clear market opportunity assessment.
What You'll Discover
Problem Signals
Pain points with intensity scores and real quotes from users
DIY Workarounds
Scripts, hacks, and manual solutions revealing product opportunities
Existing Solutions
What tools people use and their specific complaints
Unmet Needs
"I wish there was..." moments with urgency scores
Language Patterns
How your audience talks about the problem for positioning
Market Assessment
Quantified scores and clear build recommendation
Outreach Leads
CSV export of warm leads for customer discovery calls
Ready to Find Problems Worth Solving?
Get insights in minutes from real conversations, not surveys.
Start Research