Attribute Enrichment is a solution that improves online product catalog quality using deep learning and machine vision, both forms of AI. Attribute Enrichment combines raw product catalog data with buyers’ behavioral clickstream data across touchpoints — correcting and auto-enriching product attributes to help buyers discover the items they’ll find most attractive, while improving personalization across their customer journey.

Constructor's AI Shopping Assistant (ASA) is a leading-edge conversational product discovery tool. Shoppers on ecommerce websites and mobile apps can interact with ASA to discover and explore products related to their interests and intent — with ecommerce companies increasing loyalty, engagement and conversions.