Livestream shopping platform Whatnot has acquired machine learning company Shaped to improve real-time product recommendations. The integration aims to help users find items faster during live auctions where inventory and demand change rapidly. This acquisition follows Whatnot's recent $225 million Series F funding round, which valued the company at over $11 billion.
The livestream shopping platform Whatnot has officially acquired Shaped, a specialized machine learning company focused on real-time recommendation and search systems. This strategic move is aimed at improving how users discover products across Whatnot’s fast-moving marketplace, where auctions and sales events create a constantly shifting inventory.
Scaling Personalization in Live Commerce
Unlike traditional e-commerce, where inventory remains relatively stable, Whatnot operates in a high-speed environment with thousands of live broadcasts. Emmanuel Fuentes, VP of Data and AI at Whatnot, noted that integrating Shaped’s technology is designed to make product recommendations more adaptive and immediate. The goal is to move from recommendation updates that take minutes to systems that respond in real-time, helping buyers find relevant products even as inventory changes second-by-second during a live show.
Shaped’s team, including founder and CEO Tullie Murrell, will join Whatnot to lead a new Applied AI Research group. This team brings technical experience in blending customer interaction data with machine learning models. Before this acquisition, Shaped had built similar AI-driven recommendation tools for companies in the retail and outdoor marketplace sectors.
Growth and Market Position
This acquisition comes during a period of rapid expansion for Whatnot. The platform, which launched in 2019, has seen significant growth in its user base, recently reporting that it has surpassed one billion total orders. Earlier this year, the company completed a Series F funding round, raising $225 million and establishing a company valuation exceeding $11 billion. In the past year alone, the platform added 20 million buyers to its marketplace.
Beyond user growth, Whatnot has been aggressively diversifying its product offerings. The company introduced over 35 new categories in 2025 and added more than 45 additional categories during the first half of 2026. As the platform enters these new product segments, the efficiency of its recommendation engine becomes increasingly critical for maintaining user engagement and transaction volume.
Future Monitorables
For investors and observers, the key monitorable will be how effectively Whatnot integrates this new AI research group into its existing platform architecture. While the company has seen strong growth in categories and order volume, the ability to maintain profitability and operational efficiency while scaling technology and infrastructure will be a focus. The success of this acquisition will be measured by the platform's ability to keep latency low and conversion rates high as the number of live interactions and product listings continues to increase.