What is Constructor?

Constructor is an AI-powered product discovery platform for e-commerce that covers search, browse, recommendations, and quizzes. It is built around a conversion-optimisation model: its ranking algorithms train continuously on behavioural and revenue signals rather than keyword relevance alone. Enterprise retailers use it to replace keyword-based search indexes with intent-aware product discovery.

How it works

Constructor is planned for the Laioutr App Store. The integration connects Constructor's product discovery API to the Personalization layer of the Agentic Frontend Management Platform, enabling Laioutr's search and category components to consume Constructor's ranked product sets and recommendation outputs directly. The B2C Growth Kit benefits from unified discovery data flowing into frontend component rendering.

Constructor with Laioutr

Once available, search results pages, category pages, and recommendation slots in Laioutr render Constructor outputs without intermediate transformation. Conversion-optimised product rankings from Constructor feed the frontend component state, and behavioural signals captured through Laioutr components flow back to Constructor's training pipeline.

Related

Explore Agentic Frontend Management Platform · Personalization · B2C Growth Kit · Laioutr App Store.