SignalScout tracks 20,957+ active Shopify apps, 313,487+ reviews, and pricing data across all categories. This page is updated weekly from live scrape data.
According to SignalScout data, these are the largest and most active categories on the Shopify App Store:
SignalScout collects this data by scraping the public Shopify App Store weekly. All data is from publicly visible app listings and reviews — no private data or partnerships. Review counts, ratings, and pricing are updated approximately weekly. Momentum scores are calculated by SignalScout using review velocity, sentiment, and category context. Data accuracy is best-effort; actual Shopify internal figures may differ. Last updated: June 12, 2026.
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