AI and Ecommerce Resources

New research, guidance, and insights for the future of retail

The latest ideas and news from the frontier of commerce search and discovery

Reports & Guides

The Journey of a Query

Traditional search engines often stop at keywords, semantics, or ranking. The next shift is reasoning, or systems that understand shopper intent, use behavior to return better product sets, and rank results based on what each customer is most likely to click, add to cart, or buy.

Reports & Guides

The Personalization Maturity Curve

Most commerce teams believe they’re delivering personalized experiences. In reality, many are still operating with rules, static segments, or delayed signals that fall short of what shoppers expect today.

Reports & Guides

The Journey of a Query

Traditional search engines often stop at keywords, semantics, or ranking. The next shift is reasoning, or systems that understand shopper intent, use behavior to return better product sets, and rank results based on what each customer is most likely to click, add to cart, or buy.

Reports & Guides

The Personalization Maturity Curve

Most commerce teams believe they’re delivering personalized experiences. In reality, many are still operating with rules, static segments, or delayed signals that fall short of what shoppers expect today.

Constructor Documentation

Learn how to use all of the Constructor's features and APIs to integrate across your apps, web properties, catalogs and user data. The documentation includes help articles and code examples for javascript, ruby, python, php, perl, java, and csharp.

Constructor Blog

Read Constructor’s views on building better search experiences. Explore business and science perspectives for search such as: optimizing customer experience, measuring ecommerce search conversions, and accelerating innovation with search science.