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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.

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          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
    • A_B Testing Navigation Image

      The Ultimate Guide to A/B Testing for Search & Discovery

      Discover what your ecommerce team needs to know about fixing broken testing strategies, avoiding wasted effort, and unlocking the full value of A/B testing.

        • Upcoming Events

          Visit us in person at ecommerce industry events.

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

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          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
    • A_B Testing Navigation Image

      The Ultimate Guide to A/B Testing for Search & Discovery

      Discover what your ecommerce team needs to know about fixing broken testing strategies, avoiding wasted effort, and unlocking the full value of A/B testing.

        • 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.

August 28, 2025
Conversational Search for Ecommerce: The Future of Natural, Frictionless Shopping Experiences
Today’s shoppers expect more than a search box. They want the experience to feel like ChatGPT for shopping, where the site understands their intent, anticipates their needs, and delivers results that feel almost like mind reading. In other words,...
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...
August 28, 2025
Conversational Search for Ecommerce: The Future of Natural, Frictionless Shopping Experiences
Today’s shoppers expect more than a search box. They want the experience to feel like ChatGPT for shopping, where the site understands their intent, anticipates their needs, and delivers results that feel almost like mind reading. In other words,...
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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June 13
2024
Shoptalk Europe 2024: Key Themes From the Floor
Constructor Team
Constructor Shoptalk Europe 2024 booth
Constructor Team
August 2
2023
Native Commerce Core™: The Most Powerful AI for Enterprise Product Discovery
Nate Roy
Constructor product icons orbiting the Native Commerce Core
Nate Roy
July 7
2023
19 Ecommerce Best Practices, According to Experts
Constructor Team
19 ecommerce best practices
Constructor Team
July 6
2023
The Headaches (and Opportunities) for Leaders in B2B Distribution
Constructor Team
headaches and opportunities for leaders in b2b distribution
Constructor Team
April 25
2023
Top Ecommerce Personalization Trends to Watch This Year
Constructor Team
top ecommerce personalization trends
Constructor Team
April 11
2023
What Is Zero-Party Data (and Why Does It Matter in Ecommerce)?
Constructor Team
ecommerce zero party data
Constructor Team
March 28
2023
How Offline Data Can Inform the Omnichannel Customer Journey
Constructor Team
offline data inform omnichannel customer journey
Constructor Team
March 21
2023
What Are the Best Ecommerce Search Engines?
Noelina Rissman
best ecommerce search engines
Noelina Rissman
April 21
2022
How to Reduce Cart Abandonment Rates
Constructor Team
Woman looking through telescope standing by shopping cart
Constructor Team
March 8
2022
7 Ecommerce UX Best Practices to Maximize your Revenue
Constructor Team
Users viewing a product listing page
Constructor Team
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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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