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    • 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.

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    • Beyond Relevance Featured

      Beyond Relevance Report

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

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          Visit us in person at ecommerce industry events.

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          New research, guidance, and insights for the future of retail.

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          Educational webinars, conversations with Constructor partners, and more.

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          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.

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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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Posts by: Eli Finkelshteyn

March 3, 2025
Don’t Stop at Search Relevance in Ecommerce
Up to 60% of online shoppers agree that it’s important for retailers to offer advanced site search, according to Forrester Research. It’s no wonder that people working on and evaluating search engines for ecommerce sites have strived for years to...
July 2, 2024
How AI Will Continue to Impact Retail In Coming Years
From the initial hype to widespread AI washing, some may think the dust is beginning to settle around AI’s role in ecommerce retail. But we believe AI’s impact on retail is only just starting to take off. With advancements in personalized shopping...
March 3, 2025
Don’t Stop at Search Relevance in Ecommerce
Up to 60% of online shoppers agree that it’s important for retailers to offer advanced site search, according to Forrester Research. It’s no wonder that people working on and evaluating search engines for ecommerce sites have strived for years to...
July 2, 2024
How AI Will Continue to Impact Retail In Coming Years
From the initial hype to widespread AI washing, some may think the dust is beginning to settle around AI’s role in ecommerce retail. But we believe AI’s impact on retail is only just starting to take off. With advancements in personalized shopping...
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March 3
2025
Don’t Stop at Search Relevance in Ecommerce
Eli Finkelshteyn
attractiveness over search relevance ecommerce
Eli Finkelshteyn
July 2
2024
How AI Will Continue to Impact Retail In Coming Years
Eli Finkelshteyn
impact of ai in ecommerce retail
Eli Finkelshteyn
June 17
2024
A Note From the CEO: Not Losing Sight of What's Important
Eli Finkelshteyn
Constructor
Eli Finkelshteyn
May 28
2024
Build vs Buy in Generative AI
Eli Finkelshteyn
build vs buy in generative ai constructor
Eli Finkelshteyn
May 25
2023
ChatGPT for Ecommerce: 3 Rules of Engagement
Eli Finkelshteyn
chatgpt for ecommerce rules of engagement
Eli Finkelshteyn
September 30
2022
The Best-of-Breed Software Secret? Customer Success.
Eli Finkelshteyn
5 star ratings served on a platter
Eli Finkelshteyn
January 24
2022
Ecommerce Website Localization with Composable Commerce
Eli Finkelshteyn
Eli Finkelshteyn
June 13
2019
Data Moats Are Not Just About the Data
Eli Finkelshteyn
Eli Finkelshteyn
February 4
2015
Why You Should Care About Autocomplete
Eli Finkelshteyn
Eli Finkelshteyn

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.

Request an Audit
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