Revenue-attribution

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.

High-SKU Shopify merchants need proof, not vanity metrics. ShopGuide revenue attribution links on-page agent conversations directly to orders, showing assisted revenue, AOV delta, and the products that sold because a shopper got guided discovery instead of a dead-end search.

High-SKU Shopify merchants need proof, not promises. ShopGuide ships native A/B testing so you can split traffic, measure assisted vs control sessions, and decide with data whether the agentic layer is paying for itself.

High-SKU catalogs create dead ends. Path Explorer turns on-page behavior and chat intent into stage-aware guidance, then attributes the revenue so merchants know what actually works.

"Messages sent" is a vanity metric. In 2026, we only care about "Revenue Attributed" and "AOV Boost." Here is how ShopGuide’s new analytics suite is changing the game.