Whatnot acquires Shaped to power real-time live shopping recommendations
TechCrunch Lauren Forristal
Whatnot just bought Shaped, a startup that builds real-time recommendation engines. Live shopping moves fast, and Whatnot wants its product suggestions to move just as fast.
Based on reporting by TechCrunch, Lauren Forristal — read the original for the full story.
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Whatnot's whole business runs on chaos, in a good way. Auctions end in minutes, sellers pivot categories mid-stream, and buyer intent can flip halfway through a livestream. That's a nightmare for standard e-commerce recommendation systems, which were built for catalogs that barely change day to day. So Whatnot just bought its way to a fix, acquiring Shaped, a machine learning company built specifically for real-time search and recommendations.
The numbers give a sense of scale here. Whatnot says its platform processes more than 500,000 hours of live video weekly, along with millions of real-time interactions, all feeding into a recommendation engine that Emmanuel Fuentes, the company's VP of Data and AI, says has taken six years to speed up from roughly a day of latency down to just minutes. Folding in Shaped's tech is meant to shrink that gap further, pushing recommendations closer to instant as shows start, end, and shift underneath shoppers in real time.
Shaped brought more than code to the deal. Founder and CEO Tullie Murrell, a Meta alum, is joining Whatnot along with nearly a dozen engineers and researchers, and he'll run a newly created Applied AI Research group. Before the acquisition, Shaped's client list included Outdoorsy and QVC, companies that needed personalized discovery without necessarily operating in Whatnot's chaotic, auction-driven environment — which suggests Whatnot picked a team as much as a product.
Timing matters too. Whatnot just crossed 1 billion orders since launching in 2019, raised $225 million last year at an $11 billion-plus valuation, and added 20 million buyers in twelve months. It's also been on a category tear, adding more than 35 new categories last year and another 45-plus in the first half of 2026, everything from golf gear to vinyl records. And it's not alone in leaning on AI to manage that kind of sprawl — eBay and Poshmark are making similar bets as resale platforms scramble to keep personalization from breaking under their own growth.
My take — AI-written commentary, not fact-checked reporting
This is a smart, unglamorous acquisition, and that's exactly why it'll work — buying infrastructure that solves a genuinely hard technical problem beats bolting on another chatbot. Live commerce is a real-time systems problem dressed up as a shopping app, and most competitors still treat it like static e-commerce with a camera attached. Whatnot just bought a six-year head start on everyone else pretending livestream shopping is simple.
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