Live-catalog-api

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 chat tools recommend out-of-stock items or miss new variants. The live Catalog API connection means the on-page agent always works against the same source of truth merchants already maintain. No second database. No overnight retrain. Just accurate guided discovery that lifts AOV.