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  • Native Commerce Core™
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      Constructor is a Leader in The Forrester Wave™: Commerce Search And Product Discovery Solutions, Q3 2025

      Download the report to read Forrester’s in-depth evaluation of the 9 most significant commerce search and product discovery solution providers.

        • Search & Autosuggest

          Hyper-personalized ecommerce search driven by AI and real-time shopper behavior.

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          Personalize your ecommerce category pages for maximum conversions.

        • Recommendations

          Drive upsells and increase RPV with hyper-personalized product recommendations.

        • Collections

          Dynamic, personalized ecommerce collection pages that learn from every search, click, and purchase.

        • AI Shopping Agent

          Help your online customers discover great products faster.

        • AI Product Insight Agent

          Deliver instant, trustworthy answers to final product questions directly on your Product Detail Pages.

        • Merchant Controls & Intelligence

          Get the ecommerce merchandising controls and insights you need to make high-impact changes that drive revenue.

        • Attribute Enrichment

          Automatically enrich product attributes and categories to give shoppers the best possible experience.

        • Retail Media

          Constructor Sponsored Listings complement (instead of compete with) your organic results.

        • Cross-Channel & Offsite Discovery

          Create and launch personalized, data-driven marketing campaigns across digital channels.

        • B2B Use-Cases

          Product discovery technology that’s purpose-built to handle the complex needs of B2B ecommerce.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

  • Customers
    • 2025-state-of-ecom-resources-hub-cover-562x562@2x

      The State of Ecommerce Report

      Exclusive insights from over 1,500 consumers on how they discover, evaluate, and buy online in 2025.

        • Upcoming Events

          Visit us in person at ecommerce industry events.

        • Reports & Guides

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

        • Webinars

          Educational webinars, conversations with Constructor partners, and more.

        • Blog

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

        • Split/Test Digest

          The most interesting learnings from A/B testing at Constructor.

        • News

          Read Constructor's latest news coverage and press announcements.

        • Documentation

          Learn about the components of Constructor's advanced, AI-powered product discovery suite.

        • About Us

          With AI in our DNA and by keeping ecommerce as our core focus, we’ve built the best product search and discovery solution specifically for the unique needs of retailers.

        • Partners

          Constructor partners with the world’s top retail consultants, systems integrators, and technology platforms.

        • Careers

          Constructor is building the next generation of search solutions.

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Book a Demo
  • Native Commerce Core™
    • 2025-forrester-wave-hero-image-800w@2x

      Constructor is a Leader in The Forrester Wave™: Commerce Search And Product Discovery Solutions, Q3 2025

      Download the report to read Forrester’s in-depth evaluation of the 9 most significant commerce search and product discovery solution providers.

        • Search & Autosuggest

          Hyper-personalized ecommerce search driven by AI and real-time shopper behavior.

        • Browse

          Personalize your ecommerce category pages for maximum conversions.

        • Recommendations

          Drive upsells and increase RPV with hyper-personalized product recommendations.

        • Collections

          Dynamic, personalized ecommerce collection pages that learn from every search, click, and purchase.

        • AI Shopping Agent

          Help your online customers discover great products faster.

        • AI Product Insight Agent

          Deliver instant, trustworthy answers to final product questions directly on your Product Detail Pages.

        • Merchant Controls & Intelligence

          Get the ecommerce merchandising controls and insights you need to make high-impact changes that drive revenue.

        • Attribute Enrichment

          Automatically enrich product attributes and categories to give shoppers the best possible experience.

        • Retail Media

          Constructor Sponsored Listings complement (instead of compete with) your organic results.

        • Cross-Channel & Offsite Discovery

          Create and launch personalized, data-driven marketing campaigns across digital channels.

        • B2B Use-Cases

          Product discovery technology that’s purpose-built to handle the complex needs of B2B ecommerce.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

  • Customers
    • 2025-state-of-ecom-resources-hub-cover-562x562@2x

      The State of Ecommerce Report

      Exclusive insights from over 1,500 consumers on how they discover, evaluate, and buy online in 2025.

        • Upcoming Events

          Visit us in person at ecommerce industry events.

        • Reports & Guides

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

        • Webinars

          Educational webinars, conversations with Constructor partners, and more.

        • Blog

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

        • Split/Test Digest

          The most interesting learnings from A/B testing at Constructor.

        • News

          Read Constructor's latest news coverage and press announcements.

        • Documentation

          Learn about the components of Constructor's advanced, AI-powered product discovery suite.

        • About Us

          With AI in our DNA and by keeping ecommerce as our core focus, we’ve built the best product search and discovery solution specifically for the unique needs of retailers.

        • Partners

          Constructor partners with the world’s top retail consultants, systems integrators, and technology platforms.

        • Careers

          Constructor is building the next generation of search solutions.

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Resources

Constructor Blog

Get the latest ideas and news from the frontier of commerce search and discovery delivered straight to your inbox.

September 23, 2025
The Top 10 Takeaways from the State of Ecommerce 2025
Ecommerce in 2025 looks very different from just a few years ago. The shopper journey is non-linear and increasingly shaped by AI, social platforms, and shifting trust signals.
August 27, 2025
AI Agents for Ecommerce: How Autonomous Assistants Are Changing the Shopping Journey
Think about the last time you shopped online for a dress, a record player, or a new pair of running shoes. Chances are, you had questions about size, fit, features, or compatibility. And just as often, the answers you got from the site weren’t...
September 23, 2025
The Top 10 Takeaways from the State of Ecommerce 2025
Ecommerce in 2025 looks very different from just a few years ago. The shopper journey is non-linear and increasingly shaped by AI, social platforms, and shifting trust signals.
August 27, 2025
AI Agents for Ecommerce: How Autonomous Assistants Are Changing the Shopping Journey
Think about the last time you shopped online for a dress, a record player, or a new pair of running shoes. Chances are, you had questions about size, fit, features, or compatibility. And just as often, the answers you got from the site weren’t...
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September 23
2025
The Top 10 Takeaways from the State of Ecommerce 2025
Noelina Rissman
top takeaways state of ecommerce 2025
Noelina Rissman
August 27
2025
AI Agents for Ecommerce: How Autonomous Assistants Are Changing the Shopping Journey
Noelina Rissman
ai agents for ecommerce
Noelina Rissman
June 11
2025
Decoding Search Intent Through the 4 Shopper Mindframes
Nate Roy
decoding search intent through shopper mindframes
Nate Roy
June 3
2025
How Ecommerce Personalization Engines Enhance Customer Experience
Noelina Rissman
ecommerce personalization engine
Noelina Rissman
December 3
2024
The Ultimate Guide to Building an Effective Online Merchandising Strategy in 2025
Noelina Rissman
merchandising strategy
Noelina Rissman
November 7
2024
The Ultimate Guide to Ecommerce Personalization
Noelina Rissman
ecommerce personalization
Noelina Rissman
November 5
2024
The Future of Personalised Ecommerce
Constructor Team
future of personalised ecommerce
Constructor Team
October 28
2024
Why Keyword Relevance Testing Is the Wrong Way to Audit Your Ecommerce Search Algorithm
Nate Roy
keyword relevance testing
Nate Roy
October 7
2024
Survey: Generative AI Adoption Among Shoppers Increased by 75.86% – Here’s How to Support Their Changing Demands
Noelina Rissman
generative ai adoption among online shoppers
Noelina Rissman
September 27
2024
What 896 Consumers Had to Say About Product Discovery Time, and How to Fix It
Noelina Rissman
slow product discovery time
Noelina Rissman
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Uncover lost revenue opportunities with a complimentary Search Experience Audit.

According to the 2024 State of Ecommerce Search & Product Discovery Survey, nearly 70% of shoppers think the search function on retail websites needs an upgrade. Our team has run over 1000 A/B tests to identify easy-to-implement algorithmic and UX improvements that get results. Use their research to your advantage with a complimentary Search Experience Audit — no strings attached.

Request an Audit
  • Analyze your search results quality
  • Identify "no results" pages
  • Pinpoint irrelevant results for long-form queries
  • Uncover UX opportunities for Search, Autocomplete, and PLPs

According to the 2024 State of Ecommerce Search & Product Discovery Survey, nearly 70% of shoppers think the search function on retail websites needs an upgrade. Our team has run over 1000 A/B tests to identify easy-to-implement algorithmic and UX improvements that get results. Use their research to your advantage with a complimentary Search Experience Audit — no strings attached.

Request an Audit
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