Product Problem Miner
A research tool that scans public communities for repeated complaints and turns them into ranked product opportunities.
The problem
Builders repeatedly talk about wanting a reliable way to mine public complaints and validate pain points before building.
Proposed solution
Aggregate public discussions, cluster repeated pain points, score urgency, and surface evidence-backed opportunity briefs.
Target audience
Indie hackers, founders, product researchers, and agency strategists
Key features
- Community source ingestion
- Pain point clustering
- Demand scoring
- Audience segmentation
- Opportunity export
- Saved watchlists
Monetization strategy
Subscription for solo founders and teams, with higher tiers for team workspaces and alerts.
Skills to build it
- Data ingestion
- NLP clustering
- Frontend development
- Search relevance
- Scraping/compliance
An idea is a starting point for research. Validate customer demand before building.