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  • Native Commerce Core™
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      Constructor is a Leader in The Forrester Wave™: Commerce Search And Product Discovery Solutions, Q3 2025

      Download the report to read Forrester’s in-depth evaluation of the 9 most significant commerce search and product discovery solution providers.

        • 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
    • resources-hub-cover-562x562@2x-2

      Beyond the Wave: GenAI, Guided Selling, & the Future of Search

      Join Constructor's leadership and guest speaker Emily Pfeiffer, Principal Analyst at Forrester, for an expert-driven discussion that unpacks the trends transforming search and guided selling.

        • 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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Book a Demo
  • Native Commerce Core™
    • 2025-forrester-wave-hero-image-800w@2x

      Constructor is a Leader in The Forrester Wave™: Commerce Search And Product Discovery Solutions, Q3 2025

      Download the report to read Forrester’s in-depth evaluation of the 9 most significant commerce search and product discovery solution providers.

        • 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
    • resources-hub-cover-562x562@2x-2

      Beyond the Wave: GenAI, Guided Selling, & the Future of Search

      Join Constructor's leadership and guest speaker Emily Pfeiffer, Principal Analyst at Forrester, for an expert-driven discussion that unpacks the trends transforming search and guided selling.

        • 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
Resources

Constructor Blog

Get the latest ideas and news from the frontier of commerce search and discovery delivered straight to your inbox.

October 8, 2025
Beyond the Search Bar: Enhancing Product Discovery Through AI Agents
As people grow more comfortable asking questions online through large language models (LLMs) and voice assistants, digital shopping is quickly becoming more conversational. While traditional site search remains critically important, advances in AI...
August 28, 2025
Conversational Search for Ecommerce: The Future of Natural, Frictionless Shopping Experiences
Today’s shoppers expect more than a search box. They want the experience to feel like ChatGPT for shopping, where the site understands their intent, anticipates their needs, and delivers results that feel almost like mind reading. In other words,...
October 8, 2025
Beyond the Search Bar: Enhancing Product Discovery Through AI Agents
As people grow more comfortable asking questions online through large language models (LLMs) and voice assistants, digital shopping is quickly becoming more conversational. While traditional site search remains critically important, advances in AI...
August 28, 2025
Conversational Search for Ecommerce: The Future of Natural, Frictionless Shopping Experiences
Today’s shoppers expect more than a search box. They want the experience to feel like ChatGPT for shopping, where the site understands their intent, anticipates their needs, and delivers results that feel almost like mind reading. In other words,...
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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 12
2025
How AI Solutions for Ecommerce Enhance Personalization, Efficiency, and Sales
Noelina Rissman
ai solutions in ecommerce
Noelina Rissman
March 3
2025
Don’t Stop at Search Relevance in Ecommerce
Eli Finkelshteyn
attractiveness over search relevance ecommerce
Eli Finkelshteyn
February 5
2025
Ecommerce Landing Page Best Practices [+ Examples]
Noelina Rissman
ecommerce landing page best practices
Noelina Rissman
January 22
2025
AI in Ecommerce: ROI-Driven Use Cases and Benefits
Noelina Rissman
ai ecommerce
Noelina Rissman
December 3
2024
The Ultimate Guide to Building an Effective Online Merchandising Strategy in 2025
Noelina Rissman
merchandising strategy
Noelina Rissman
November 25
2024
Ecommerce Merchandising: A Strategic Guide for the Modern Commerce Era
Noelina Rissman
ecommerce merchandising
Noelina Rissman
November 7
2024
The Ultimate Guide to Ecommerce Personalization
Noelina Rissman
ecommerce personalization
Noelina Rissman
October 28
2024
Why Keyword Relevance Testing Is the Wrong Way to Audit Your Ecommerce Search Algorithm
Nate Roy
keyword relevance testing
Nate Roy
September 20
2024
Retailers Aren’t Meeting Shoppers’ Expectations: What the Data Says and How to Catch Up
Noelina Rissman
how retailers can meet shopper expectations
Noelina Rissman
1 2 3 4

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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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