
The personalization platform that graduated from publisher paywalls to drive-thru menus now wants to run the decision layer behind every serious customer journey. It is powerful, sprawling, and built for teams with more ambition than spare time.
The company that began by fixing bad search results now wants to coordinate every digital conversation between a brand and a shopper. Its wager is that the best commerce AI will know the catalog, the customer, and the merchant's rules at the same time.
Founded in 2013 by three Finns tired of impersonal online shopping, Nosto now decides what millions of shoppers see the moment a page loads - and it is betting its next chapter on AI agents that run the store for you.
The internet made every wardrobe available and every size chart arguable. True Fit has spent nearly two decades turning what shoppers bought, kept and sent back into a translation layer for fashion - and now it wants AI shopping agents to stop guessing, too.
Miso.ai (Miso Technologies) builds LLM-powered search, answers, and personalization for publishers, marketplaces, and content sites. Its flagship product, Miso Answers, sits on top of a customer's own content catalog to deliver ChatGPT-style, citation-backed answers with no hallucinations - fine-tuned to each brand's voice and grounded only in their material. Spun out of privacy-centric 'small data' research at Cornell Tech's Small Data Lab, Miso helps sites like O'Reilly Online Learning and Foundry's tech publications turn their archives into trustworthy answer engines that lift engagement and subscriptions.
FindMine is a New York-based AI styling and merchandising automation platform that helps retailers and brands answer one stubborn question for shoppers: how do I wear this? Its 'Complete the Look' and 'Shop the Look' technology builds on-brand, inventory-aware outfits around every product, blending supervised machine learning with generative AI to scale the work of a human stylist across an entire catalog. The result for clients like Lululemon, Gap, Banana Republic and Anine Bing is bigger carts, higher conversion and content that stays on-brand at scale.