Community Pain-Point Miner
A research tool that mines public discussions for repeated customer complaints and turns them into ranked product opportunities.
The problem
Reddit posts show builders struggling to find genuine pain points and wanting tools that surface repeated complaints from real conversations rather than generic AI ideas.
Proposed solution
Scan public communities, cluster repeated pain points, score urgency, and produce evidence-backed opportunity briefs with source links.
Target audience
Indie founders, product teams, and agencies doing market discovery
Key features
- Source collection from public forums
- Pain-point clustering
- Frequency and recency scoring
- Buyer persona extraction
- Evidence cards with source snippets
- Exportable opportunity briefs
Monetization strategy
Subscription with limited scans free, then paid plans for saved searches and alerts.
Skills to build it
- Web scraping or API ingestion
- NLP clustering
- Search and ranking
- SaaS product design
- Data normalization
An idea is a starting point for research. Validate customer demand before building.