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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.

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      • 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

    • 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.

      Read Now
        • 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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      • 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

    • 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.

      Read Now
        • 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.

June 9, 2026
Powering Discovery for the Agent Era
Until now, digital shoppers have primarily relied on search and retailers' online storefronts to discover products. But emerging commerce protocols are now enabling AI agents and external LLMs, such as ChatGPT and Gemini, to return products directly...
May 27, 2026
CRO for Ecommerce: Complete Guide to Search Solutions for Conversion Growth (2026)
According to Constructor's analysis of billions of ecommerce interactions, search users convert at 2.5x the rate of non-searchers — and drive 57% of ecommerce site revenue despite representing only 25% of traffic.
June 9, 2026
Powering Discovery for the Agent Era
Until now, digital shoppers have primarily relied on search and retailers' online storefronts to discover products. But emerging commerce protocols are now enabling AI agents and external LLMs, such as ChatGPT and Gemini, to return products directly...
May 27, 2026
CRO for Ecommerce: Complete Guide to Search Solutions for Conversion Growth (2026)
According to Constructor's analysis of billions of ecommerce interactions, search users convert at 2.5x the rate of non-searchers — and drive 57% of ecommerce site revenue despite representing only 25% of traffic.
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May 16
2024
B2B Online Chicago 2024: Key Takeaways From the Floor
Nate Roy
Constructor team at B2B Online Chicago 2024
Nate Roy
May 10
2024
Shoptalk 2024: Grove Collaborative Discusses Their Product Discovery Evaluation
Constructor Team
Constructor CEO Eli Finkelshteyn speaking at Shoptalk 2024
Constructor Team
May 7
2024
What’s Really Behind the Accelerated Uptake of Composable Technology in B2B?
Commercetools Team
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Commercetools Team
April 29
2024
Types of Ecommerce Automation Software You Need to Know About
Constructor Team
top ecommerce automation software
Constructor Team
April 18
2024
Behind the Screens: Key Themes from Shoptalk 2024
Constructor Team
Constructor team standing by our Shoptalk booth
Constructor Team
April 9
2024
AI Washing: What Is It and Key Questions to Ask Your Ecommerce Vendor
Constructor Team
ai washing ecommerce product discovery vendors
Constructor Team
April 3
2024
Capitalize on These 5 B2B Ecommerce Strategies for an Unfair Advantage in 2024
Constructor Team
b2b ecommerce trends
Constructor Team
March 28
2024
The History of Conversational Commerce — And What It Means for Ecommerce Product Discovery
Constructor Team
conversational commerce ecommerce product discovery
Constructor Team
March 22
2024
Your Ecommerce Merchandising Decisions Are Limited By Your Tech
Noelina Rissman
Man and woman looking at tablet screen
Noelina Rissman
February 16
2024
Ecommerce Predictions: How Emerging Tech Will Transform Online Shopping
Constructor Team
ecommerce predictions 2024
Constructor Team
6 7 8 9 10

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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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