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AI Automation
Demand Miner
Find your next app idea in one-star reviews and forum complaints, not trend lists.
Overview
Demand mining across community threads and low-rating App Store reviews, clustered into pain statements. A deliberate change from feature-first to pain-first prompting made the reports usable.
What matters
- Mines forums and 1–2★ reviews for unmet demand
- Pain-first clustering instead of feature lists
- Outputs a comparable report per niche