Coveo is a sophisticated enterprise search and recommendations engine with deep integration credentials, serious compliance certifications, and a developer-mature API surface. It genuinely moves the needle on search relevance and product discovery for large catalogs — but it comes with enterprise complexity and price tags to match. Shopify Magic, by contrast, is frictionless AI embedded directly into a platform tens of millions of merchants already use daily, handling content generation across product pages, emails, and blogs with zero setup cost. The meaningful difference is scope and audience. Coveo is an infrastructure-level investment designed for organizations with dedicated ecommerce or IT teams who can configure, maintain, and extract ROI from an advanced search layer. Shopify Magic is a productivity multiplier for operators and small teams who need to do more with less, right now. If you're a Shopify merchant of any size, Magic is a no-brainer — it's already there, it works, and it's free. If you're a enterprise retailer or B2B company wrestling with search quality across massive catalogs or complex support portals, Coveo earns serious consideration — just go in with eyes open about implementation lift and cost.