Why This Comparison Matters for Supplement Brands Specifically

Most health supplement brands aren't running one channel. They're running two, at minimum: Shopify with a subscription program bolted on, and Amazon, where a huge chunk of first-time buyers actually discover the brand. Layer in Meta, Google, and TikTok spend to keep the acquisition funnel full, and you've got a data mess that most attribution tools were never designed to handle.