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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.

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    • A_B Testing Navigation Image

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

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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.

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Posts by: Nate Roy

Nate Roy is Sr. Director of Brand & Content at Constructor. He is passionate about building seamless and interconnected customer journeys that deliver truly differentiated value at each stage — drawing heavily from his background in customer success and sales roles. Prior to Constructor, Nate was Director of Presales Engineering at Paperless Parts, Sales Engineering manager at Salsify and Technical Consultant at HubSpot.
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.
June 11, 2025
Decoding Search Intent Through the 4 Shopper Mindframes
Not all shoppers who type "shoes" in a site search bar are looking for the same thing. One is browsing summer styles for fun. Another is in a rush, trying to replace a pair before a flight. A third knows exactly which SKU they want, down to the size...
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.
June 11, 2025
Decoding Search Intent Through the 4 Shopper Mindframes
Not all shoppers who type "shoes" in a site search bar are looking for the same thing. One is browsing summer styles for fun. Another is in a rush, trying to replace a pair before a flight. A third knows exactly which SKU they want, down to the size...
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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
June 11
2025
Decoding Search Intent Through the 4 Shopper Mindframes
Nate Roy
decoding search intent through shopper mindframes
Nate Roy
May 26
2025
The Role of Transformers in AI Site Search
Nate Roy
transformers in ai site search
Nate Roy
May 23
2025
Extracting Ecommerce Search Intent, from Head to Tail
Nate Roy
ecommerce search intent
Nate Roy
April 22
2025
A/B Testing Strategies to Drive More Revenue Through Recommendations
Nate Roy
A/B Testing Strategies for Recommendations
Nate Roy
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
March 25
2025
Introducing Constructor's Retail Media Suite
Nate Roy
Constructor Company News
Nate Roy
March 18
2025
Optimizing Browse and Collection Pages: 5 Searchandising A/B Test Strategies to Try
Nate Roy
a/b test strategies for browse and collection pages
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
October 28
2024
Why Keyword Relevance Testing Is the Wrong Way to Audit Your Ecommerce Search Algorithm
Nate Roy
keyword relevance testing
Nate Roy
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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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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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