
What I Learned After Analyzing 6000+ Stores Using Our App Detector Tool
Over the past 12 years, I’ve worked closely with ecommerce design, platforms, and tools — but in the last year alone, I analysed more than 6000 Shopify fashion and clothing stores for ecomm.design, our ecommerce design gallery.
To dig deeper, I used our in-house Shopify App Detector tool to track which apps each store uses. That gave me a clear view into what successful brands are doing behind the scenes — not just what’s trending.
This guide isn’t based on theory. It’s built from real-world data — apps that real fashion brands are using to grow and streamline their stores.










