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High-SKU Shopify merchants need answers that match the warehouse, not a snapshot from last week. ShopGuide connects directly to the Shopify Catalog API so the on-page agent always sees current inventory, variants, and pricing. No constant retraining. Just accurate guided discovery that protects AOV and reduces the wrong recommendations that kill trust.

Managing thousands of bulk food SKUs on Shopify Plus creates a massive discovery bottleneck. Learn how natural food brands are ditching traditional search filters and using agentic shopping guides to guide diet-conscious customers and increase AOV.

Faceted search and sidebar filters collapse when shoppers try to navigate thousands of fragrance combinations. Discover how modern perfume and fragrance brands on Shopify Plus are deploying conversational AI agents to guide customers directly to their signature scent.

Navigating complex health and mobility gear catalogs is a conversion bottleneck for Shopify merchants. Discover how modern wellness brands are deploying an active shopping guide website to translate custom physical needs into high-confidence checkouts.

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.