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

        • Search & Autosuggest

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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.

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          Create smart product recommendation quizzes that drive shopper engagement.

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

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          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.

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

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          Constructor is building the next generation of search solutions.

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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
    • Beyond Relevance Featured

      Beyond Relevance Report

      The Data-Backed Case for Attractiveness as the New Standard for Ecommerce Search Performance.

        • 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.
April 22, 2025
A/B Testing Strategies to Drive More Revenue Through Recommendations
Product recommendations can make the difference between a single-item purchase and a full cart, but with limited real estate across your homepage, product pages, and cart, every decision about how to design, display, and populate them matters.
March 6, 2025
How AI Recommendation Engines Enhance Ecommerce Product Discovery and Drive Conversions
Ecommerce success hinges on getting the right products in front of the right customers at the right time. Shoppers are bombarded with options, and businesses that fail to guide them effectively risk losing sales. AI recommendation engines solve this...
April 22, 2025
A/B Testing Strategies to Drive More Revenue Through Recommendations
Product recommendations can make the difference between a single-item purchase and a full cart, but with limited real estate across your homepage, product pages, and cart, every decision about how to design, display, and populate them matters.
March 6, 2025
How AI Recommendation Engines Enhance Ecommerce Product Discovery and Drive Conversions
Ecommerce success hinges on getting the right products in front of the right customers at the right time. Shoppers are bombarded with options, and businesses that fail to guide them effectively risk losing sales. AI recommendation engines solve this...
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April 22
2025
A/B Testing Strategies to Drive More Revenue Through Recommendations
Nate Roy
A/B Testing Strategies for Recommendations
Nate Roy
March 6
2025
How AI Recommendation Engines Enhance Ecommerce Product Discovery and Drive Conversions
Noelina Rissman
ai recommendation engines in ecommerce
Noelina Rissman
March 14
2023
The Constructor Guide to Ecommerce Recommendations
George Zoeckler
constructor ecommerce recommendations
George Zoeckler

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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