Whatnot acquired Shaped to improve real-time recommendations and search.
Why it matters: The deal shows how live commerce is pushing retailers and platforms to invest in AI ranking and personalization. It also signals ongoing M&A around the infrastructure that drives discovery and conversion.
- Whatnot announced the acquisition on July 15, 2026.
- Shaped builds real-time recommendation and search systems; Whatnot said it will use the technology to make discovery more personalized.
- Shaped founder and CEO Tullie Murrell is joining Whatnot and will lead a new Applied AI Research group.
- Whatnot said it processes more than 500,000 hours of live video and millions of real-time interactions each week.
Whatnot said it acquired Shaped, a machine-learning company focused on real-time recommendation and search, as it pushes deeper into live commerce personalization. The company said the goal is to make recommendations faster, more responsive and more personalized as inventory, auctions and buyer intent change in real time on its marketplace. TechCrunch first reported the deal, and Whatnot also confirmed it on its blog. Whatnot blog
Whatnot VP of Data and AI Emmanuel Fuentes said integrating Shaped should bring recommendations closer to real time. He said the company’s recommendation latency has already fallen from roughly a day to minutes over the past six years. “By combining Shaped’s technology with Whatnot’s existing systems, we can make recommendations faster, more responsive, and more personalized,” Fuentes said. “That speed matters because live commerce is a uniquely hard recommendation problem.”
Whatnot said the scale of its marketplace makes that problem more acute: it processes more than 500,000 hours of live video and millions of real-time interactions each week. The company launched in 2019 and said sellers have surpassed 1 billion orders. It also said it raised $225 million in Series F funding last year at a valuation above $11 billion. TechCrunch
Shaped’s founder and CEO, Tullie Murrell, and nearly a dozen engineers and AI researchers are joining Whatnot. Murrell will lead a newly formed Applied AI Research group. Shaped’s site describes it as a real-time context engine for agentic AI, with a focus on recommendations, search and personalization. Shaped
The acquisition also fits Whatnot’s category expansion. The company said it launched more than 35 new categories in 2025 and more than 45 additional categories in the first half of 2026. Deal terms were not disclosed. Prior TechCrunch reporting said Shaped raised an $8 million Series A in 2024 and counted Outdoorsy, Trela and QVC among its customers. TechCrunch
By the numbers
- 500,000+ hours - Live video Whatnot says it processes each week
- 1 billion+ - Orders Whatnot says sellers have surpassed
- $225 million - Whatnot's Series F funding last year, at a valuation above $11 billion
Yes, but: Whatnot did not disclose deal terms, and the available sources do not include a filing or independent confirmation of the acquisition price.
What's next: Murrell is expected to lead Whatnot's new Applied AI Research group as the companies integrate Shaped's technology.