All Posts

Faceted search and sidebar filters break down when navigating complex lighting and electrical attributes. Learn how high-SKU lighting brands use agentic online shopping guides to prevent expensive fitment returns and boost conversion rates on Shopify Plus.

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.

Faceted search and sidebar filters break when navigating tens of thousands of industrial valves, bearings, and safety components. Learn how high-SKU industrial MRO distributors use agentic shopping guides to prevent costly returns and guide professionals to the perfect part.

High-SKU Shopify merchants drown in product questions. Catalog-aware answers from the on-page agent pull real inventory, variants, and metafields so common tickets drop and assisted orders rise without a separate knowledge base.

Buying commercial kitchen equipment is a high-liability spec matching game. Learn how restaurant supply stores on Shopify Plus are ditching traditional search filters and using agentic shopping guides to automate utility-fitment validation and boost AOV.