Whatnot acquires Shaped to power real time live shopping recommendations

10:00 AM · July 15, 2026

Whatnot, the live shopping marketplace, has acquired Shaped, a machine learning startup that builds real time recommendation and search systems, according to TechCrunch. Shaped's technology combines customer data with large language models to power personalization for platforms including Outdoorsy and QVC, and Whatnot plans to use it to help shoppers navigate a marketplace where inventory changes constantly and buyer intent shifts just as quickly. Live commerce poses a distinct challenge for recommendation systems compared to traditional e-commerce, since products and auctions are appearing and disappearing in real time rather than sitting in a static catalog, and Whatnot says Shaped's real time capabilities are critical to surfacing relevant items across its millions of products and live auctions as they happen. The acquisition adds to a wave of deals this year in which established consumer platforms have bought smaller AI teams specifically for their recommendation and personalization technology rather than for a standalone product.