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High-SKU Shopify stores run ads, SEO, and email. The missing piece is proof that guided discovery actually turns browsers into buyers. ShopGuide revenue attribution links on-page agent sessions straight to orders, AOV, and the products that sold because a customer got help instead of a dead-end search.