Constructor Reviews
Deliver personalized search, browse, and automated merchandising with an AI reasoning engine built specifically to increase ecommerce conversion rates.
Constructor is an AI-powered product discovery and search engine designed specifically for enterprise retail and high-volume ecommerce. Unlike generic search tools that rely strictly on basic keyword matching, it uses clickstream behavior, natural language processing, and real-time machine learning to rank results based on business metrics like conversion rates, revenue per visitor, and customer lifetime value.
Built for mid-market and enterprise retailers, grocery chains, and B2B merchants, Constructor provides a modern alternative to legacy platforms like Algolia, Bloomreach, and Coveo. Its glass-box AI gives merchandisers full visibility and control, allowing teams to set specific business rules, run targeted promotions, or let the algorithms automate product ordering across every touchpoint.
- Reasoning Search Engine interprets complex conversational queries and shopper behavior to deliver accurate, revenue-optimized search results.
- Dynamic Browse Experiences automatically optimizes category and collection pages to show the most relevant items for every visitor segment.
- Automated Recommendations serves tailored product suggestions across product detail pages, checkout funnels, and landing pages.
- AI Shopping Agents guides shoppers through conversational product discovery to solve purchase hesitation and assist complex buying decisions.
- Transparent Merchandising provides granular manual overrides, slotting rules, and visual explainability so merchandisers understand why products rank where they do.
- Composable API Integration connects into headless commerce stacks and existing ecommerce architectures with fast implementation timelines.
Constructor Key Features
- AI-native reasoning engineInterprets behavioral, contextual, and catalog data to deliver personalized results across search, browse, and recommendations.
- AI shopping agentsHelps shoppers discover products and resolves questions through natural on-site interactions.
- Connected reinforcement learningLearns continuously across all touchpoints to provide a unified discovery experience across search, browse, and agents.
- Answer Engine AssistantsSupplies real-time data to power product discovery and purchases directly through answer engines like ChatGPT.
- API-first composable architectureHeadless, composable, and platform-agnostic architecture designed to integrate easily with existing tech stacks.
- Transparent glassbox AIOffers explainable, non-black-box automated merchandising that allows teams to understand decisions and intervene when needed.
