Most Shopify stores think their analytics are fine until someone asks a simple question: how many people added to cart last week versus how many actually bought? The honest answer, for a lot of brands, is "we don't know, our GA4 numbers don't match Shopify." That gap usually isn't a real business problem. It's a tracking problem. Google Analytics ecommerce events are the layer that's supposed to catch every step of the shopping journey, and when they're set up wrong (which is common on Shopify), the whole funnel report lies to you.