On-page-agent

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 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.

High-SKU Shopify merchants lose sales every day because customers type natural language and the search bar answers with keyword matching. ShopGuide puts an on-page agent on the storefront that reads live catalog data through the Shopify Catalog API and matches real intent. No extra database. No filter wall. Just guidance that turns vague questions into confident purchases.

High-SKU Shopify stores lose customers to silence. The agent that waits for a question loses. Here is how proactive conversation opening turns browsing into guided shopping without the hard sell.

High-SKU merchants waste months feeding product data into third-party AI systems only to get stale recommendations and missed long-tail sales. ShopGuide uses direct Shopify Catalog API access for real-time guided discovery. No vector database. No retraining cycles. Just accurate, intent-based guidance that turns customer questions into larger baskets and fewer support tickets.