
Constructor is an AI-native product discovery platform for enterprise e-commerce. The company was founded in 2015 by Eli Finkelshteyn and Dan McCormick and specializes in AI-powered search, recommendations, and personalization for large e-commerce businesses.
The platform uses machine learning, NLP, and clickstream data to deliver personalized and revenue-optimized search results. Constructor differentiates itself through its focus on revenue optimization rather than just relevance – the algorithms optimize for e-commerce KPIs like conversion rate and revenue per search.
Constructor serves enterprise customers such as Sephora, Petco, Birkenstock, Tommy John, and Walmart brands (Jet.com, Bonobos). The company has received over $85M in funding and was recognized as a Leader in the Gartner MQ for Search & Product Discovery 2025.
Constructor is currently the disruptor in a relatively saturated market. The search has some interesting USPs and a high degree of specialisation for B2C e-commerce. This makes the solution very interesting for this use case. More established providers who have been on the market for some time and develop more generalist products are facing a tough challenge here. Constructor positions itself as the only search engine that was built at the core to maximise revenue and is very close to the business user.
A strong contender with a...
Sebastian Russ
Productmanager Search
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Constructor Corporation
Vereinigte Staaten
Employees: 240
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