When evaluating a "copy and improve by 10%" app idea, reading competitor reviews one app at a time...
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
Note: this uses a tool I built, but the parsing approach works for any Shopify App Store scraping...
Every day, millions of users write app reviews. Most developers only read reviews of their own apps....
I shipped a screen time blocker and got one review. So I pulled the App Store data on 204 competitors to find out what the ones…
The problem Steam's "Overwhelmingly Positive" badge is an all-time average. It can stay...
Have you seen those new AI-generated review summaries on Amazon? They are incredibly useful for...
A reproducible measurement of App Store search indexing, plus the two instrument bugs that made 28 rounds of my previous data…
