Constructor is an AI-powered product discovery platform designed for e-commerce retailers to deliver personalized search, browse, and recommendation experiences. By leveraging machine learning to understand user intent and behavior, it helps businesses increase conversion rates and average order value while reducing manual merchandising efforts. Key capabilities include intelligent search autocomplete, personalized product rankings, and dynamic collections that adapt to individual shopper preferences in real-time. The platform provides robust merchandising tools that allow teams to boost specific products, manage synonyms, and gain deep insights into search performance and user engagement metrics. Constructor differentiates itself through its focus on clickstream data and behavioral learning, ensuring that search results improve automatically as more users interact with the site. It is built as a headless, API-first solution, making it highly flexible for integration into modern e-commerce architectures across web and mobile platforms.