Comment-to-Opportunity Analyzer
A public-feedback mining tool that extracts repeated product ideas, objections, and willingness-to-pay language from large comment sets.
The problem
People publicly describe what they want, but those signals are buried in comment threads and need structured extraction.
Proposed solution
Ingest public comment streams, detect repeated themes and high-intent phrases, and produce concise opportunity summaries with suggested product positioning.
Target audience
Solo founders, product marketers, and agencies
Key features
- Multi-source comment import
- Theme extraction
- Willingness-to-pay detection
- Opportunity summaries
- Search and filtering
- Exportable reports
Monetization strategy
Freemium reports with paid subscriptions for recurring monitoring and team access.
Skills to build it
- Text mining
- LLM prompting
- Search indexing
- Data ingestion
- Report generation
- Billing
An idea is a starting point for research. Validate customer demand before building.