Constructor
The reasoning engine powering commerce discovery
Constructor handles search, browse, recommendations, and category merchandising for large retailers, optimizing results against revenue rather than relevance scores. The platform learns from session-level behavior and adapts ranking in real time, letting merchandisers set business rules without overriding the model. Built for retail and grocery commerce teams running high-SKU catalogs, it targets ecommerce directors who have outgrown bolt-on search vendors and want discovery tied directly to GMV outcomes.
> what it does for ecommerce
- Optimizes search and browse ranking against revenue, not relevance scores
- Adapts results per session using behavioral and intent signals
- Supports merchandiser rules layered on top of model output
- Handles high-SKU grocery and apparel catalogs at enterprise scale
- Unifies search, recommendations, browse, and collections under one model