AI & Ecommerce Search Resources

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

Reports & Guides

Constructor 2023 ecommerce playbook

The 2023 Ecommerce Playbook​

Learn the four essential strategies that leading retailers and brands like SEPHORA, Birkenstock, Very, and home24 are using to succeed in this challenging new economy.

state of ecommerce

2022 State of Ecommerce Merchandising Report

Read key takeaways from Constructor’s 2022 State of Ecommerce Merchandising Report—with insights from top teams on how they make it work.

Merchant Tools

The Constructor Guide to AI-Assisted Merchant Tools

How combining world-class merchandiser controls and AI functionality can help you meet your business goals.

NLP White Paper 2022

Walking in Your Customer's Jimmy Choos with NLP

The faster your site understands what your customers are looking for, the faster it can show it to them. Here’s how Natural Language Processing can help.

2022 Ecommerce

2022 Ecommerce Trends: AI and Omnichannel Experience​

Find out how forward-thinking ecommerce retailers are gaining advantage in 2022—from AI to omnichannel.

The 4 Pillars of Great
Ecommerce Search

Unify your search, browse and personalization vendor strategy with one cutting edge solution, one contract, one integration. 

Ecommerce Search Guide: The Secrets to Amazon-Level Search

Unlock the unmet potential of search with this actionable list of ecommerce search best practices. 


State of Ecommerce

State of Ecommerce Merchandising 2022

What does it take to create first-class ecommerce experiences? Join leaders from Birkenstock and Constructor as we dive into the results of Constructor’s 2022 State of Ecommerce Merchandising report.

Search for Them vs. Us: What Makes AirBnB, Google, and Amazon Different

Learn how the largest brands in the world use science-powered search to improve revenue, conversions and customer loyalty.

Search Relevance Is Dead: Here’s What You Should Optimize Instead.

Learn about the limitation of optimizing search results for “relevance,” and the 3 attributes to optimize instead.

5 Questions to Ask Before Selecting a Product Discovery Platform

Join Constructor CEO Eli Finkelshteyn and special guest Ali Bouhouch, CTO at Szentia, as they discuss how to evaluate product discovery platforms to maximize your ROI.

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.

Constructor API Documentation

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

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