Reddit Pain-Point Ranker
A research tool that scans Reddit for repeated frustrations in a niche and turns them into ranked app opportunities.
The problem
Builders keep manually hunting for repeated pain points in Reddit threads, which is slow and hard to prioritize.
Proposed solution
Provide niche search, clustering of repeated complaints, urgency scoring, buyer-intent detection, and exportable opportunity briefs.
Target audience
Founders, product managers, agencies, and solo builders doing market research
Key features
- Niche keyword search
- Pain-point clustering
- Engagement scoring
- Buyer-intent tagging
- Opportunity brief export
- Saved monitors
Monetization strategy
Subscription tiers by number of niches, searches, and monitors; higher tiers for agencies and VC scouts.
Skills to build it
- data ingestion
- text clustering
- search relevance
- dashboard design
- LLM summarization
- analytics
An idea is a starting point for research. Validate customer demand before building.