Constructor is the only AI product discovery platform designed explicitly for ecommerce retailers. Unlike other product search and discovery platforms, machine learning is in Constructor's DNA, bringing dynamic personalization to the customer experience. Constructor's cloud-based solutions use natural language processing, machine learning, collaborative personalization, and GenerativeAI to deliver powerful user experiences across all facets of product discovery—from search to browsing, recommendations, collections, merchant intelligence, quizzes, attribute enrichment, and AI shopping assistant. We optimize revenue before relevance. This has allowed us to generate consistent $10M+ lifts for our customers, which include some of the biggest brands in retail, like Sephora, Petco, Bonobos, Serena & Lily, Target Australia, Birkenstock, The Very Group, and more. Constructor is a U.S.-based company founded in 2015 by Eli Finkelshteyn and Dan McCormick. Constructor was recently named Wave Strong Performer by Forrester in late 2023, a MACH Certified ISV, and Leader (for Enterprise, Mid-Market, and Americas), Best Support, Easiest To Do Business With, Easiest to Use, and Momentum Leader from G2's Winter Badge release.