Product-discovery

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 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 stores lose sales every day to discovery friction. Guided discovery uses the live Shopify Catalog API so the on-page agent can narrow thousands of options to the right ones, build confidence, and lift average order value without extra databases or stale indexes.