AI-native product search and discovery, purpose-built for enterprise ecommerce

Constructor is an AI-native platform that enables ecommerce retailers to serve the right product to the right person at the right time — everywhere people shop. Its central Commerce Reasoning Engine powers every discovery surface, continuously learning from real shopper behavior, verified clickstream data, and merchant strategy to deliver personalized results and improve critical ecommerce metrics, including conversion, revenue, margin, inventory goals, and customer value. 

Powering over 400 billion ecommerce searches annually, Constructor combines petabytes of shopper behavioral data with site-specific and even session-specific actions to personalize and optimize discovery experiences, including search, recommendations, retail media, and onsite shopping agents, helping shoppers navigate the full discovery journey more easily. Note: Please make a copy and then edit. 

Constructor’s Merchant Intelligence Agent helps explain the reasoning behind every result and identifies actions to improve future conversion. 

As a platform built on headless technology, Constructor is a founding member of the MACH Alliance. Constructor believes composable commerce gives retailers the flexibility to choose best-fit technologies and connect them through API-first, cloud-native architectures. Within the MACH ecosystem, Constructor helps retailers bring AI-powered product discovery into modern commerce stacks across commerce platforms, frontend experiences, data sources, and implementation partners. 

As ecommerce and product discovery continue to evolve, Constructor is ensuring retailers can serve each shopper their ideal product wherever they are - whether via external LLMs (like ChatGPT), mobile notifications and email, or in-store discovery. For further details on MACH at Constructor, please contact the team.

For further details on MACH at Constructor, please contact the team.