Constructor announced that Anthropic states explicitly in yesterday's release that a commerce company already has search and ranking, a cart, a preferences and profile store, an inventory system, promotion and campaign engines, sales analytics, and more, each encoding logic tuned over years and seeing signals the model never will.

Constructor is the only search and discovery platform designed exclusively for commerce where conversions matter. Our platform delivers unmatched KPI optimization and fast ROI for enterprise ecommerce brands, retailers, distributors, marketplaces, and more — while giving customers a personalized, enjoyable shopping experience. Unlike other platforms, Constructor is the only search and product discovery solution that was built from the ground up with clickstream data and advanced AI, not merely bolted onto a legacy keyword engine. Consistently outperforming competitors in A/B tests, Constructor’s solutions use generative AI and collaborative personalization to deliver compelling user experiences across all aspects of product discovery. From search and browse, to AI Shopping Agents and Product Insights Agents, recommendations, collections, offsite discovery, attribute enrichment, and much more, Constructor covers the entire discovery journey. Optimizing specifically for ecommerce metrics like revenue, conversion rate and profit, Constructor generates consistent $10M+ revenue lifts for our customers, which include some of the world’s most recognized brands, like Sephora, Under Armour, Petco, and many more. Constructor is the only search and discovery vendor named a Leader by Forrester, Gartner and IDC. Want to hear from our customers? See what they have to say about us at G2 or Gartner Peer Insights. Learn more at constructor.com.