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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

          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.

        • Partners

          Constructor partners with the world’s top retail consultants, systems integrators, and technology platforms.

        • 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.

        • Careers

          Constructor is building the next generation of search solutions.

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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

          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.

        • Partners

          Constructor partners with the world’s top retail consultants, systems integrators, and technology platforms.

        • 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.

        • Careers

          Constructor is building the next generation of search solutions.

Login
Book a Demo
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Posts by: Constructor Team

The Constructor Team brings together experts in AI-driven ecommerce search and product discovery. Focused on optimizing search attractiveness and improving online shopping experiences, our team creates intuitive, high-converting solutions. Every insight is shaped by real-world implementation, continuous testing, and a commitment to innovation. We help retailers deliver seamless shopping journeys that boost critical KPIs.

October 5, 2026
Introducing Agentic Checkout: Personalized, Frictionless Agentic Commerce
Until recently, online shoppers had to search for products on their own and manually enter their credit card information when ready to check out. That expectation is rapidly switching to one where they can tell an agent what they want and have that...
August 27, 2026
Constructor and IMPACT Commerce Partner to Drive Better Ecommerce Experiences With AI
High-performing ecommerce experiences start with technology that delivers measurable results. Retailers also need the strategy and implementation expertise to put that technology to work. That’s why Constructor is partnering with IMPACT Commerce to...
October 5, 2026
Introducing Agentic Checkout: Personalized, Frictionless Agentic Commerce
Until recently, online shoppers had to search for products on their own and manually enter their credit card information when ready to check out. That expectation is rapidly switching to one where they can tell an agent what they want and have that...
August 27, 2026
Constructor and IMPACT Commerce Partner to Drive Better Ecommerce Experiences With AI
High-performing ecommerce experiences start with technology that delivers measurable results. Retailers also need the strategy and implementation expertise to put that technology to work. That’s why Constructor is partnering with IMPACT Commerce to...
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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
January 26
2023
Four ROI-Boosting Benefits of Composable Commerce
Constructor Team
benefits of composable commerce
Constructor Team
November 14
2022
2023’s Value-Driven Path to Composable Commerce
Constructor Team
Constructor Team
October 18
2022
Constructor Announces Partnership with Akeneo to Accelerate Data-Driven Shopping Experiences
Constructor Team
Constructor Team
September 28
2022
Constructor Appoints First CMO to Scale Next Phase of Growth
Constructor Team
Constructor Team
September 21
2022
The Ecommerce Analytics Metrics That Matter (and the Ones That Don’t)
Constructor Team
ecommerce merchandising analytics
Constructor Team
August 10
2022
The Best Ecommerce Podcasts 2022
Constructor Team
Constructor Team
August 10
2022
Constructor Partners with Salesforce Composable Storefront
Constructor Team
Constructor Team
August 2
2022
BOPIS Retail Fulfillment: Click, Collect, Convert
Constructor Team
User purchasing a product on their phone from home
Constructor Team
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Uncover lost revenue opportunities with a complimentary Search Experience Audit.

According to the 2025 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 1,000 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 2025 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 1,000 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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