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  • Native Commerce Core™
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      Constructor named as a Leader in the Gartner® Magic Quadrant™ for Search & Product Discovery, 2025

      Download the report for an in depth evaluation of 15 Search and Product Discovery vendors from Gartner.

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

      Constructor named as a Leader in the Gartner® Magic Quadrant™ for Search & Product Discovery, 2025

      Download the report for an in depth evaluation of 15 Search and Product Discovery vendors from Gartner.

        • 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.

Login
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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 12, 2025
Health & Beauty Glow-up: Matching Search Intent with Attractive Results
Most ecommerce search engines optimize product results for relevance, assuming keyword matches drive conversion. Our original research into the drivers of search revenue shows that relevance alone doesn’t convert. Results must also be attractive to...
July 31, 2025
How to Optimize Search & Discovery in Times of Economic Uncertainty
Responsible merchandising is responsive to change. The ability to roll with shifts in consumer behavior, supply chains, tax changes and tariffs is the key to keep converting when conditions are in flux.
August 12, 2025
Health & Beauty Glow-up: Matching Search Intent with Attractive Results
Most ecommerce search engines optimize product results for relevance, assuming keyword matches drive conversion. Our original research into the drivers of search revenue shows that relevance alone doesn’t convert. Results must also be attractive to...
July 31, 2025
How to Optimize Search & Discovery in Times of Economic Uncertainty
Responsible merchandising is responsive to change. The ability to roll with shifts in consumer behavior, supply chains, tax changes and tariffs is the key to keep converting when conditions are in flux.
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August 12
2025
Health & Beauty Glow-up: Matching Search Intent with Attractive Results
Nate Roy
Health & Beauty Glow-up: Matching Search Intent with Attractive Results
Nate Roy
July 31
2025
How to Optimize Search & Discovery in Times of Economic Uncertainty
Nate Roy
How to Optimize Search & Discovery in Times of Economic Uncertainty
Nate Roy
July 28
2025
Personalized Product Recommendations: A Smarter Way to Convert Browsers into Buyers
Noelina Rissman
personalized product recommendations
Noelina Rissman
July 17
2025
AI In Product Discovery: Unlocking Personalization At Scale
Constructor Team
Constructor Team
July 10
2025
Does Query Length Matter? Debunking the Myth About Head vs. Long-Tail Search Requests
Anastasia Yakunina
Anastasia Yakunina
June 16
2025
Ecommerce Site Search Best Practices: From Implementation to Optimization
Noelina Rissman
ecommerce site search best practices
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
May 29
2025
How Transformers Can Enhance Search and Product Discovery
Noelina Rissman
how transformers can enhance ecommerce search and product discovery
Noelina Rissman
May 26
2025
The Role of Transformers in AI Site Search
Nate Roy
transformers in ai site search
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.

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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    • Constructor vs Alternatives
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