Aaru, a teen-founded AI startup, has reached a valuation of about $1 billion as it builds software designed to simulate consumer behavior. Founded two years ago by Cameron Fink and Ned Koh, who were 18 and 19 at the time, alongside technical co-founder John Kessler, who was 15, the company uses thousands of AI agents instead of traditional surveys or focus groups to model how different audiences might respond to products, pricing, messaging, and other business decisions. Its platform draws on demographic and behavioral inputs to generate synthetic consumer profiles, and the company has already conducted research work or pilots for clients including McDonald’s, Boston Beer, A24, and Bayer.
Aaru first used its models to forecast election outcomes before expanding into corporate strategy and market testing. The company has since drawn interest from firms looking for faster alternatives to conventional research, including EY, which has used the technology in client work and internal studies. As more companies look to shorten product-development cycles and test ideas more quickly, Aaru is positioning its AI models as a potential substitute for parts of the traditional market research process.
