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      • All Constructor Products A connected system of intelligent discovery channels.
      • CONSTRUCTOR PLATFORM

        Learn more about the platform driven by a central Commerce Reasoning Engine that interprets behavior, context, and intent to deliver the right products to the right person, everywhere they shop.

        View More
      • SHOPPING AGENTS

        • AI Shopping Agent

          Helps shoppers find what they want to buy using natural language

        • Product Insights Agent

          Generate and answer personalized product questions that help shoppers buy with confidence

      • ONSITE SHOPPER EXPERIENCES

        • Search & Autosuggest

          Ecommerce search driven by AI and real-time shopper behavior

        • Browse

          Personalize your ecommerce category pages for maximum conversion

        • Recommendations

          Help shoppers discover products they didn’t know they needed

        • Retail Media

          Unlock paid revenue with relevant sponsored products and ads that don’t sacrifice customer experience

        • Collections

          Build dynamic, curated product pages

        • Quizzes

          Create smart product recommendation experiences that drive shopper engagement

      • OFFSITE SHOPPER EXPERIENCES

        • Cross-Channel & Offsite Discovery

          Create data-driven marketing campaigns across channels including email, SMS, mobile notifications and in-store

      • INSIGHTS & AUTOMATIONS

        • Merchant Intelligence Agent (Beta)

          Research, understand and fix what’s behind every result and ranking

        • Attribute Enrichment

          Enrich product and category attributes using GenAI to improve discoverability

        • Merchandiser Controls

          Gain insight from dashboards and reports, set controls and run experiments

    • journey-of-a-query-resource-hub-image-800@2x

      The Journey of a Query

      Explore the newest whitepaper in our AI Building Blocks Series to learn 'Why Behavioral Data Belongs in Every Stage of Discovery.'

      Read Now
        • B2C

          Help more shoppers find the right products for them.

        • B2B

          Product discovery technology that’s purpose-built to handle the complex needs of B2B ecommerce.

        • Fashion & Apparel

          Tailor discovery experiences to every season, trend, and shopper.

        • Grocery

          Help every shopper fill their basket — faster, smarter, and more profitably.

        • Furniture & Home Goods

          Make researching and buying furniture feel effortless.

        • Department & General Merchandise

          Show appealing product results from large, complex catalogs.

        • Case Studies

          Learn how enterprise brands and retailers use Constructor

        • Wall of Love

          See what Constructor customers have to say

    • gartner-mq-26-megamenu-banner@2x

      Constructor named a Leader in the Gartner® Magic Quadrant™ for Search & Product Discovery, 2026

      Download the report for an in depth evaluation of 12 Search and Product Discovery vendors from Gartner. Vendors were evaluated across 9 Critical Capabilities and assessed on 4 Use Cases.

      Get the Report
        • 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
Book a Demo
      • All Constructor Products A connected system of intelligent discovery channels.
      • CONSTRUCTOR PLATFORM

        Learn more about the platform driven by a central Commerce Reasoning Engine that interprets behavior, context, and intent to deliver the right products to the right person, everywhere they shop.

        View More
      • SHOPPING AGENTS

        • AI Shopping Agent

          Helps shoppers find what they want to buy using natural language

        • Product Insights Agent

          Generate and answer personalized product questions that help shoppers buy with confidence

      • ONSITE SHOPPER EXPERIENCES

        • Search & Autosuggest

          Ecommerce search driven by AI and real-time shopper behavior

        • Browse

          Personalize your ecommerce category pages for maximum conversion

        • Recommendations

          Help shoppers discover products they didn’t know they needed

        • Retail Media

          Unlock paid revenue with relevant sponsored products and ads that don’t sacrifice customer experience

        • Collections

          Build dynamic, curated product pages

        • Quizzes

          Create smart product recommendation experiences that drive shopper engagement

      • OFFSITE SHOPPER EXPERIENCES

        • Cross-Channel & Offsite Discovery

          Create data-driven marketing campaigns across channels including email, SMS, mobile notifications and in-store

      • INSIGHTS & AUTOMATIONS

        • Merchant Intelligence Agent (Beta)

          Research, understand and fix what’s behind every result and ranking

        • Attribute Enrichment

          Enrich product and category attributes using GenAI to improve discoverability

        • Merchandiser Controls

          Gain insight from dashboards and reports, set controls and run experiments

    • journey-of-a-query-resource-hub-image-800@2x

      The Journey of a Query

      Explore the newest whitepaper in our AI Building Blocks Series to learn 'Why Behavioral Data Belongs in Every Stage of Discovery.'

      Read Now
        • B2C

          Help more shoppers find the right products for them.

        • B2B

          Product discovery technology that’s purpose-built to handle the complex needs of B2B ecommerce.

        • Fashion & Apparel

          Tailor discovery experiences to every season, trend, and shopper.

        • Grocery

          Help every shopper fill their basket — faster, smarter, and more profitably.

        • Furniture & Home Goods

          Make researching and buying furniture feel effortless.

        • Department & General Merchandise

          Show appealing product results from large, complex catalogs.

        • Case Studies

          Learn how enterprise brands and retailers use Constructor

        • Wall of Love

          See what Constructor customers have to say

    • gartner-mq-26-megamenu-banner@2x

      Constructor named a Leader in the Gartner® Magic Quadrant™ for Search & Product Discovery, 2026

      Download the report for an in depth evaluation of 12 Search and Product Discovery vendors from Gartner. Vendors were evaluated across 9 Critical Capabilities and assessed on 4 Use Cases.

      Get the Report
        • 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
Book a Demo
Media

Constructor in the News

Read Constructor's latest news coverage and press announcements.
June 25, 2026
Constructor Named a Leader in Gartner® Magic Quadrant™ for Search and Product Discovery -- Placing Furthest in Vision and Highest in Execution
Read More
April 16, 2025
Beyond Relevance: The Value Of Attractiveness In Ecommerce Search
Read More
June 25, 2026
Constructor Named a Leader in Gartner® Magic Quadrant™ for Search and Product Discovery -- Placing Furthest in Vision and Highest in Execution
Read More
April 16, 2025
Beyond Relevance: The Value Of Attractiveness In Ecommerce Search
Read More
Clear
Filters
June 5
2025
RONA’s new AI tool garners award at RCC conference
Hardlines
Hardlines
May 28
2026
How Automation Has Evolved at 24 Companies
Fast Company
Fast Company
May 24
2026
Lightopia Launches AI-Powered Conversational Shopping Assistant "Ask Cleo"
PR Newswire
PR Newswire
May 21
2026
27 Frameworks: Build vs. Buy
Fast Company
Fast Company
May 5
2026
Constructor Captures 'Retail Company of the Year' Gold for Second Consecutive Year at the 2026 American Business Awards
Talk Commerce
Talk Commerce
May 5
2026
Constructor Recognized for 'AI-Driven Innovation'
Mass Market Retailers
Mass Market Retailers
May 4
2026
Constructor Wins Retail Company of Year for Second Time
IT Brief US
IT Brief US
April 22
2026
Avensia Enters into a Strategic Partnership with Constructor to Help Brands Unlock Revenue with AI-Driven Product Discovery
Avensia
Avensia
March 31
2026
RONA Equips Its Customers With Artificial Intelligence
JDM
JDM
March 27
2026
Eli Finkelshteyn, Constructor | theCUBE + NYSE Wired: Mixture of Experts AI AGENT Conference 2026
NYSE/theCUBE
NYSE/theCUBE
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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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