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    • Native Commerce Core™

      Constructor’s holistic suite of AI-native tools is designed specifically for enterprise ecommerce.

    • 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 Insights Agent

          Deliver instant answers to customers' final product questions directly on your Product Detail Pages (PDPs).

        • 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.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

    • q3-25-forrester-shopify-webinar-resource-hub@2x

      AI Agents in Commerce: What’s Working, What’s Not, and How to Start

      Join Constructor and Shopify leadership, along with guest speaker Emily Pfeiffer, Principal Analyst at Forrester, for an expert-driven discussion.

        • 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.

  • Customers
    • agentic-ai-hero@2x-2

      Preparing Retail for Agentic AI

      We're witnessing the early stages of a radical shift in digital commerce: the rise of AI shopping agents. It's a transformation that redefines discovery, giving shoppers a new way to find products and make purchasing decisions.

        • 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™

      Constructor’s holistic suite of AI-native tools is designed specifically for enterprise ecommerce.

    • 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 Insights Agent

          Deliver instant answers to customers' final product questions directly on your Product Detail Pages (PDPs).

        • 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.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

    • q3-25-forrester-shopify-webinar-resource-hub@2x

      AI Agents in Commerce: What’s Working, What’s Not, and How to Start

      Join Constructor and Shopify leadership, along with guest speaker Emily Pfeiffer, Principal Analyst at Forrester, for an expert-driven discussion.

        • 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.

  • Customers
    • agentic-ai-hero@2x-2

      Preparing Retail for Agentic AI

      We're witnessing the early stages of a radical shift in digital commerce: the rise of AI shopping agents. It's a transformation that redefines discovery, giving shoppers a new way to find products and make purchasing decisions.

        • 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.

January 14, 2026
The Differences Between Ecommerce and Enterprise Search Solutions [+ Why They're Not Interchangeable]
In an effort to streamline, many companies consider investing in a single search technology to power everything from enterprise knowledge access to ecommerce product discovery.
January 9, 2026
Retail Product Discovery: How Modern Retailers Help Shoppers Find What They Want — And What’s Next
Not long ago, online shopping followed a predictable rhythm: a customer searched, browsed a few products, and checked out — often without leaving a single site. Over the years, that path has splintered, fragmented by an increasing number of...
January 14, 2026
The Differences Between Ecommerce and Enterprise Search Solutions [+ Why They're Not Interchangeable]
In an effort to streamline, many companies consider investing in a single search technology to power everything from enterprise knowledge access to ecommerce product discovery.
January 9, 2026
Retail Product Discovery: How Modern Retailers Help Shoppers Find What They Want — And What’s Next
Not long ago, online shopping followed a predictable rhythm: a customer searched, browsed a few products, and checked out — often without leaving a single site. Over the years, that path has splintered, fragmented by an increasing number of...
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June 15
2023
The Essential Guide to Ecommerce Conversion Optimization
Noelina Rissman
ecommerce conversion optimization
Noelina Rissman
June 7
2023
Introducing the Constructor Salesforce Cartridge
Constructor Team
Introducing the Constructor Salesforce Cartridge
Constructor Team
May 6
2023
Ecommerce Solutions for “No Search Results Found”
Constructor Team
ecommerce solutions no search results found
Constructor Team
April 28
2023
Constructor CMO Named Top 50 Marketer
Constructor Team
Constructor CMO Named Top 50 Marketer
Constructor Team
April 11
2023
What Is Zero-Party Data (and Why Does It Matter in Ecommerce)?
Constructor Team
ecommerce zero party data
Constructor Team
March 21
2023
What Are the Best Ecommerce Search Engines?
Noelina Rissman
best ecommerce search engines
Noelina Rissman
March 16
2023
What 99% of Product Search Engines Get Wrong
Noelina Rissman
product discovery engine faults
Noelina Rissman
February 28
2023
The 3 Levels of Natural Language Search in Ecommerce (And Why Most Vendors Stop at Level 2)
Noelina Rissman
natural language search engines
Noelina Rissman
February 14
2023
Digital Retailer Very Selects Constructor to Personalize Online and Mobile Shopping Experiences
Constructor Team
Digital Retailer Very Selects Constructor to Personalize Online and Mobile Shopping Experiences
Constructor Team
January 27
2023
3 Myths About Ecommerce AI to Leave Behind
Constructor Team
myths about ecommerce ai
Constructor Team
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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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