On-page-agent

High-SKU Shopify stores lose AOV when the shopper adds one item and leaves because the complementary piece, the right variant, or the bulk option stayed invisible. ShopGuide passes live cart context to the on-page agent so guidance stays relevant to what is already selected. The result is larger baskets from the traffic you already paid for.

High-SKU merchants lose revenue when agents or search return dead stock or wrong variants. ShopGuide connects directly to the Shopify Catalog API for real-time product, variant, and inventory data. No overnight sync. No hallucinated availability. Just accurate guided shopping that protects AOV and cuts support tickets.

High-SKU Shopify stores lose sales when customers do not know the exact product name or filter combination. ShopGuide uses clarifying questions to turn vague intent into precise matches from the live Catalog API. No filter wall. No zero results. Just the on-page agent doing the work a good floor person would do.

High-SKU Shopify merchants lose AOV when customers add one product and leave. Cart context lets the agent see what is already in the basket, match complements from the live Catalog API, and guide the shopper to a fuller order without the hard sell.

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.