The short answer: The best ecommerce analytics platform for Shopify brands is one that unifies first-party data across your store, ads, email, and CRM, resolves customer identity across devices, and attributes revenue to the right channel — so you stop guessing where growth comes from. For most Shopify brands, that means a unified marketing intelligence […]