Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
Constructorconstructor.comConstructor is an AI-native platform that powers product discovery for ecommerce by interpreting behavioral, contextual, and intent data to deliver personalized search, browse, recommendations, and shopping agent experiences. Its reasoning engine aims to increase conversions across all shopper touchpoints by ensuring transparent, high-relevance results.
Sources
constructor.com shapes more of what AI says about Constructor than any other source, at 46% of its citations.
bcloud.ai · parse.gl · releases.constructor.io · bitcot.com
The market map
Product Search and Discovery Platforms →Excerpts where Constructor appeared in the AI's answer
constructor.com — focused heavily on ecommerce/product discovery, with semantic relevance, personalization, and merchandising.
Constructor.io : Focuses heavily on behavioral AI and semantic product discovery
