Sonny Valindra
Livestream shopping platform Whatnot announced on Wednesday its strategic acquisition of Shaped, a prominent machine learning company specializing in real-time recommendation and search systems. This move signals a significant investment by Whatnot into artificial intelligence, aiming to bolster its platform’s ability to help millions of buyers discover the right products amidst the dynamic and fast-paced nature of live commerce. The acquisition is poised to enhance Whatnot’s personalization capabilities as it continues its aggressive expansion into a growing array of new product categories.
The core challenge in live commerce, as identified by Whatnot, lies in presenting relevant products to shoppers in a marketplace where inventory, auctions, and buyer demand are in constant flux. Unlike traditional e-commerce models where product catalogs remain largely static, Whatnot’s environment is characterized by rapidly changing auctions that can conclude within minutes or extend for hours. This inherent volatility demands sophisticated technological solutions to ensure a seamless and engaging shopping experience.
"By combining Shaped’s technology with Whatnot’s existing systems, we can make recommendations faster, more responsive, and more personalized," stated Emmanuel Fuentes, VP of Data and AI at Whatnot. "That speed matters because live commerce is a uniquely hard recommendation problem. Inventory changes by the second, shows start and end continuously, and buyer intent shifts throughout a show." Fuentes further elaborated that the company has dedicated the past six years to refining its recommendation engine’s speed, successfully reducing recommendation latency from approximately a full day to mere minutes. The integration of Shaped’s technology is expected to propel these recommendations even closer to instantaneous, a critical factor in the live shopping environment. Whatnot’s systems currently process over 500,000 hours of live video and millions of real-time interactions weekly, leveraging this vast dataset for continuous improvement of its recommendation algorithms.
Shaping the Future of Discovery: The Strategic Rationale
Shaped was founded with the explicit mission of empowering businesses to develop advanced AI-driven recommendation systems. The company’s proprietary technology integrates existing customer data with cutting-edge large language models and machine learning techniques to deliver highly personalized search and discovery experiences. Prior to its acquisition by Whatnot, Shaped had established a notable client roster, including prominent companies such as Outdoorsy, a peer-to-peer recreational vehicle rental marketplace, and QVC, the renowned teleshopping giant. This prior experience in diverse retail environments underscores Shaped’s adaptability and the robustness of its AI solutions.
The acquisition marks a significant step in Whatnot’s ongoing commitment to leveraging AI to solve complex e-commerce challenges. The live commerce sector, while experiencing rapid growth, faces unique hurdles in user engagement and conversion due to its ephemeral and interactive nature. Providing shoppers with precisely what they are looking for, at the exact moment they are looking for it, amidst a constantly shifting digital storefront, is paramount to sustained success. Shaped’s expertise in real-time personalization and recommendation systems directly addresses this critical need.
Key Personnel and Team Integration
As part of the acquisition agreement, Tullie Murrell, the founder and CEO of Shaped, will join Whatnot. He will be accompanied by nearly a dozen engineers and AI researchers from his former company. Murrell is slated to lead Whatnot’s newly established Applied AI Research group. This integration of experienced AI talent is expected to accelerate Whatnot’s internal innovation pipeline and further solidify its position as a technology-forward platform. Notably, Murrell’s prior experience includes a tenure at Meta, the parent company of Facebook and Instagram, a background that likely equipped him with deep insights into scaling technology platforms and leveraging data for user engagement.
Whatnot’s Trajectory of Growth and Expansion
The acquisition of Shaped occurs against a backdrop of substantial growth for Whatnot. Launched in 2019, the company has experienced remarkable expansion. Recently, Whatnot revealed that its sellers have collectively surpassed the milestone of one billion orders processed on the platform. This achievement underscores the platform’s robust marketplace activity and the growing trust and engagement from both sellers and buyers.
Further bolstering its financial standing and growth prospects, Whatnot secured $225 million in Series F funding last year. This funding round propelled the company’s valuation to over $11 billion, cementing its status as a prominent unicorn in the e-commerce landscape. Over the past year alone, the platform has witnessed the addition of 20 million new buyers, indicating a strong and expanding user base.
Whatnot has also aggressively broadened its marketplace offerings. In the past year, the company introduced more than 35 new product categories, demonstrating a strategic effort to diversify beyond its initial focus. These new categories include a wide range of interests such as art, golf, and vinyl records. The momentum has continued into the first half of 2026, with the addition of over 45 more categories, and the platform continues to roll out new subcategories on a monthly basis. This broad diversification strategy aims to attract a wider spectrum of sellers and buyers, making Whatnot a more comprehensive destination for niche and collectible items.
Industry Context: The AI Arms Race in E-commerce
The move by Whatnot to acquire an AI-focused company aligns with a broader trend observed across the e-commerce industry. Many leading online retail platforms are actively integrating artificial intelligence to enhance user experience, optimize operations, and drive sales. Resale giants such as eBay and Poshmark are also making significant strides in this direction. eBay, for instance, has introduced features like "Shop the Look," which leverages AI to curate personalized outfits for shoppers. Similarly, Poshmark has launched "Smart List AI," aiming to streamline the listing process and improve product discoverability for its users.
This industry-wide adoption of AI highlights its critical role in the future of online retail. For platforms like Whatnot, which thrive on real-time interactions and dynamic inventory, AI-powered personalization and recommendation engines are not merely enhancements but essential components for competitive advantage and long-term sustainability. The ability to quickly and accurately connect buyers with desired items in a live, fast-paced environment can significantly impact conversion rates, customer satisfaction, and overall platform engagement.
The Broader Implications for Live Commerce
The acquisition of Shaped by Whatnot carries significant implications for the broader live commerce industry. It underscores the increasing sophistication of the technology underpinning these platforms and the growing recognition of AI as a key differentiator. As live commerce continues to evolve from a niche trend into a mainstream retail channel, companies that can effectively leverage AI to overcome its inherent challenges will likely emerge as leaders.
For buyers, this means a more personalized, efficient, and enjoyable shopping experience. The ability to discover unique items tailored to individual preferences, even within the unpredictable environment of a live stream, can foster greater loyalty and repeat engagement. For sellers, enhanced discovery tools and personalized recommendations can lead to increased visibility for their products, driving higher sales volumes and revenue.
The integration of Shaped’s technology is expected to contribute to Whatnot’s ongoing efforts to scale its platform and maintain its rapid growth trajectory. By investing in advanced AI capabilities, Whatnot is positioning itself to not only meet the current demands of the live commerce market but also to anticipate and shape its future evolution. The success of this acquisition will likely serve as a benchmark for other platforms looking to harness the power of AI to navigate the complexities of real-time, interactive retail.
This story was updated to correct dates that incorrectly referred to the first half of 2025. The correct time period is the first half of 2026. When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.
Lauren covers media, streaming, apps and platforms at TechCrunch.
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