Dev Tools · 15h ago
Scrape Shopify App Store Reviews for Competitor Churn Intel
A developer shares a method to scrape Shopify App Store reviews, extracting store names, countries, and app tenure from server-rendered HTML. The approach uses JSON-LD blocks and data-merchant-review markers, with URL filtering for star ratings and sort order. A no-code Apify scraper is also available for automated monitoring of competitor churn.
Meridian48 take
The technique is straightforward but highlights how public app store data can be weaponized for competitive intelligence, raising privacy questions for merchants.
Read the full reporting
How to Scrape Shopify App Store Reviews (and Track Competitor Churn) in 2026 →
DEV Community
shopify-scrapingcompetitor-intelligence