When evaluating a "copy and improve by 10%" app idea, reading competitor reviews one app at a time doesn't scale. So I built App Store Review Miner, an Apify Actor that:
- Pulls the top-grossing chart for any App Store category/country
- Fetches each app's recent reviews
- Classifies low-rated (≤3★) reviews into 13 complaint buckets
- Ranks which complaints are category-wide (real opportunity) vs single-app issues
- Flags apps with a "reputation drop" — recent reviews meaningfully worse than their all-time rating
Try it: https://apify.com/muddy_snowshoe/app-store-review-miner
Built with plain Node.js + Apple's public RSS/lookup endpoints, wrapped as an Apify Actor. Source structure and pricing details in the Store listing. Feedback / feature requests welcome — Google Play support is next if there's demand.
Top comments (0)