Commerce Context Layer

Vviinn's commerce layer lets Claude search product catalogs using both text and image queries, which is handy when you're building shopping assistants or recommendation engines that need to understand user intent beyond exact keyword matches. It exposes semantic search that can handle natural language like "comfortable shoes for standing all day" and visual search for finding similar products from uploaded images. You'd reach for this when standard catalog APIs fall short on discovery, especially for conversational commerce flows where users describe what they want rather than filtering through categories. Connects via their hosted API at api.vviinn.com.