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      Constructor is a Leader in the IDC MarketScape on Worldwide Knowledge Discovery Software for External-Facing Use Cases, 2024.

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  • Native Commerce Core™
    • IDC-marketscape-q4-2024-resources-hub-cover-562x562@2x

      Constructor is a leader in the IDC marketscape

      Constructor is a Leader in the IDC MarketScape on Worldwide Knowledge Discovery Software for External-Facing Use Cases, 2024.

        • 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.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

        • 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.

        • AI Shopping Assistant

          Help your online customers discover great products faster.

        • 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.

  • 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

The latest ideas and news from the frontier of commerce search and discovery.
May 26, 2025
The Role of Transformers in AI Site Search
As ecommerce professionals and online shoppers, we’ve all felt the limitations of keyword search. You optimize your product titles, clean up metadata, and shoppers still type something like “hydrating face cream for winter” and get irrelevant...
April 7, 2025
Beyond Keywords: How Modern Onsite Search Optimizes the Ecommerce Experience
A well-optimized ecommerce onsite search experience is a powerful revenue driver in ecommerce, so much so that customers who search drive 44% of ecommerce revenue. Yet, many retailers struggle to deliver results that meet their expectations....
May 26, 2025
The Role of Transformers in AI Site Search
As ecommerce professionals and online shoppers, we’ve all felt the limitations of keyword search. You optimize your product titles, clean up metadata, and shoppers still type something like “hydrating face cream for winter” and get irrelevant...
April 7, 2025
Beyond Keywords: How Modern Onsite Search Optimizes the Ecommerce Experience
A well-optimized ecommerce onsite search experience is a powerful revenue driver in ecommerce, so much so that customers who search drive 44% of ecommerce revenue. Yet, many retailers struggle to deliver results that meet their expectations....
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May 26
2025
The Role of Transformers in AI Site Search
Nate Roy
transformers in ai site search
Nate Roy
April 7
2025
Beyond Keywords: How Modern Onsite Search Optimizes the Ecommerce Experience
Noelina Rissman
Ecommerce Onsite Search
Noelina Rissman
March 28
2025
Relevance vs Attractiveness in On-Site Search: What's the Difference?
Nate Roy
Difference Between Relevance vs Attractiveness in On-Site Search
Nate Roy
February 26
2025
Optimizing Autocomplete: Five A/B Testing Strategies to Start With
Nate Roy
a/b testing strategies to optimize autocomplete
Nate Roy
February 18
2025
How Optimized Product Search Enhances Your Retail Media Network Strategy
Noelina Rissman
How Optimized Product Search Enhances Your Retail Media Network Strategy
Noelina Rissman
January 31
2025
Why Search is the Key to Better Ecommerce Catalog Management
Noelina Rissman
search is the key to better ecommerce catalog management
Noelina Rissman
November 25
2024
Ecommerce Merchandising: A Strategic Guide for the Modern Commerce Era
Noelina Rissman
ecommerce merchandising
Noelina Rissman
October 28
2024
Why Keyword Relevance Testing Is the Wrong Way to Audit Your Ecommerce Search Algorithm
Nate Roy
keyword relevance testing
Nate Roy
August 15
2024
How to Evaluate Ecommerce Product Search Vendors
Constructor Team
evaluate ecommerce product search vendors
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
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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.

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  • 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.

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