How to scrape Shopify App Store data with Python (no API key needed) (opens in new tab)

If you build for the Shopify ecosystem — or just research it — you eventually want the App Store as data: app ratings, review counts, pricing, and the actual review text. The problem is there's no official public Shopify App Store API, and the listing pages are a moving target. Roll your own scraper and you'll spend more time chasing layout changes than analyzing data. In this tutorial we'll pull Shopify App Store data three ways — app details, reviews, and catalog discovery — using a hosted ...