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  • 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
    • 2025-state-of-ecom-resources-hub-cover-562x562@2x

      The State of Ecommerce Report

      Exclusive insights from over 1,500 consumers on how they discover, evaluate, and buy online in 2025.

        • 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
    • 2025-state-of-ecom-resources-hub-cover-562x562@2x

      The State of Ecommerce Report

      Exclusive insights from over 1,500 consumers on how they discover, evaluate, and buy online in 2025.

        • 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

AI Search & Product Discovery

Show the right products
to every shopper

Constructor doesn’t just personalize — it reasons.
Our AI-native platform interprets behavior, context, and intent to deliver high-converting results across every shopper touchpoint.

Book a Demo
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petco-black
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What We Do

Personalized discovery, optimized by advanced AI reasoning

Constructor ingests vast volumes of behavioral, contextual, and catalog data to fuel smarter decisions — not just in search, but across browse, recommendations, collections, and more. The result? Personalized experiences that actually convert.

Today’s shoppers expect more than keyword relevance. They expect the right product, in the right context, at the right moment. Constructor makes that possible, automatically.

  • Deliver real-time personalization across search, browse, recommendations, and more
  • Modernize your discovery experience with tested, cutting-edge innovations — like adaptive interfaces and AI agents — without overhauling your stack
  • Maximize revenue lift through AI-powered reranking that continuously learns from real shopper behavior alongside product and catalog intelligence
  • Add your expertise with intuitive, hands-on controls for merchandising, curation, and promotional logic — built for clarity, not guesswork

Product Suite

Bring together sitewide ecommerce search and product discovery, merchant solutions, and enterprise-ready delivery — all in one AI-powered, KPI-obsessed platform built for the results that matter to you.

  • Generate customer-first, AI-powered ecommerce search results that increase critical revenue metrics.

    Learn More
  • Deliver futuristic discovery experiences with engaging, conversational AI blended with 1:1 personalization.

    Learn More
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  • Drive personalized, optimized shopping experiences for each customer on every category page.

    Learn More
    Browse
  • Complement and optimize the shopping experience with the right recommendations for each customer at exactly the right time.

    Learn More
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  • Automatically organize products into themed, personalized landing pages to create a shopping experience that sparks joy — and ROI.

    Learn More
    Collections
  • Drive more revenue and build stronger relationships based on information your customers want you to know.

    Learn More
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  • Manage your entire product discovery experience in one platform — and then level up with actionable insights and predictive analytics.

    Learn More
    Merchant Tools
  • Kick manual work aside and let AI enrich product and category attributes your customers need to find the items they love.

    Learn More
    Attribute Enrichment

Recognition

We’ve helped the world’s biggest ecommerce brands reach new heights. And our results get noticed.

Forrester Badge 2025
Stevie award
[WEB PAGE] G2 Grid Leader Badge SVG
[WEB PAGE] G2 Easiest to Use Badge
[WEB PAGE] G2 Momentum Leader Badge
[WEB PAGE] G2 Best Support Badge SVG
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leading100
CB Insights
aws retail partner
100
Convrt 2024 Gold Seal
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Stevies_Tech Excellence_24_Gold_Winner
Stevies_ABAs_Peoples Choice_2024Winner
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GDPR Compliant
SOC

Backed by tangible results

Constructor serves billions of queries every day, generating metrics essential to our customers' success. Learn what inspired these customers to try Constructor, and what results they were able to see.
+400 Billion
requests powered per year
8 Weeks
or less to set up
98.5 %
avg client retention rate over the last three years
4.8
G2 Crowd - Top ranked in our category
4.9
Gartner Peer Reviews - Top ranked in our category
Customer Stories
tony-gabriele
Paul Hornby
tony-gabriele
Paul Hornby
tony-gabriele
Paul Hornby
tony-gabriele
Paul Hornby
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How Petco drove a 13% lift in ecommerce conversions with Constructor

“The thing we liked about Constructor was that not only was it real AI, specifically made for our industry, but that their AI is incredibly transparent. None of it is black box – so we don't have to guess what it's doing or why – and when we have questions, the Constructor team is always happy to talk us through it. We evaluated every vendor on the market, and Constructor was just different. The system is easy to use, the team is motivated and delightful to work with, and most importantly, it paid for itself plus the cost of switching in less than a year after we implemented it."
Tony Gabriele
VP Digital Strategy, Petco
Read the Full Story
the-very-group-black

Learn about The Very Group's journey to a composable, next-generation ecommerce experience with Constructor

“What we loved about Constructor was the fact that it’s built on true glassbox AI that will merchandise our product catalog and our product categories for us, and will do it in a way that helps us to understand why it’s made the choices it's made, gives our human beings the opportunity to intervene when we think there’s a real need, all while creating an ecosystem where we can work with Constructor to challenge the algorithm and continue to tweak and evolve it.”
Paul Hornby
Digital Customer Experience Director, The Very Group
Watch the Interview
petco-black

How Petco drove a 13% lift in ecommerce conversions with Constructor

“The thing we liked about Constructor was that not only was it real AI, specifically made for our industry, but that their AI is incredibly transparent. None of it is black box – so we don't have to guess what it's doing or why – and when we have questions, the Constructor team is always happy to talk us through it. We evaluated every vendor on the market, and Constructor was just different. The system is easy to use, the team is motivated and delightful to work with, and most importantly, it paid for itself plus the cost of switching in less than a year after we implemented it."
Tony Gabriele
VP Digital Strategy, Petco
Read the Full Story
the-very-group-black

Learn about The Very Group's journey to a composable, next-generation ecommerce experience with Constructor

“What we loved about Constructor was the fact that it’s built on true glassbox AI that will merchandise our product catalog and our product categories for us, and will do it in a way that helps us to understand why it’s made the choices it's made, gives our human beings the opportunity to intervene when we think there’s a real need, all while creating an ecosystem where we can work with Constructor to challenge the algorithm and continue to tweak and evolve it.”
Paul Hornby
Digital Customer Experience Director, The Very Group
Watch the Interview
petco-black

How Petco drove a 13% lift in ecommerce conversions with Constructor

“The thing we liked about Constructor was that not only was it real AI, specifically made for our industry, but that their AI is incredibly transparent. None of it is black box – so we don't have to guess what it's doing or why – and when we have questions, the Constructor team is always happy to talk us through it. We evaluated every vendor on the market, and Constructor was just different. The system is easy to use, the team is motivated and delightful to work with, and most importantly, it paid for itself plus the cost of switching in less than a year after we implemented it."
Tony Gabriele
VP Digital Strategy, Petco
Read the Full Story
the-very-group-black

Learn about The Very Group's journey to a composable, next-generation ecommerce experience with Constructor

“What we loved about Constructor was the fact that it’s built on true glassbox AI that will merchandise our product catalog and our product categories for us, and will do it in a way that helps us to understand why it’s made the choices it's made, gives our human beings the opportunity to intervene when we think there’s a real need, all while creating an ecosystem where we can work with Constructor to challenge the algorithm and continue to tweak and evolve it.”
Paul Hornby
Digital Customer Experience Director, The Very Group
Watch the Interview
petco-black

How Petco drove a 13% lift in ecommerce conversions with Constructor

“The thing we liked about Constructor was that not only was it real AI, specifically made for our industry, but that their AI is incredibly transparent. None of it is black box – so we don't have to guess what it's doing or why – and when we have questions, the Constructor team is always happy to talk us through it. We evaluated every vendor on the market, and Constructor was just different. The system is easy to use, the team is motivated and delightful to work with, and most importantly, it paid for itself plus the cost of switching in less than a year after we implemented it."
Tony Gabriele
VP Digital Strategy, Petco
Read the Full Story
the-very-group-black

Learn about The Very Group's journey to a composable, next-generation ecommerce experience with Constructor

“What we loved about Constructor was the fact that it’s built on true glassbox AI that will merchandise our product catalog and our product categories for us, and will do it in a way that helps us to understand why it’s made the choices it's made, gives our human beings the opportunity to intervene when we think there’s a real need, all while creating an ecosystem where we can work with Constructor to challenge the algorithm and continue to tweak and evolve it.”
Paul Hornby
Digital Customer Experience Director, The Very Group
Watch the Interview

Our Team

Enterprise ecommerce search and product discovery is the only thing we do.

Team

That means we understand your market. Your challenges. And the level of support you expect when you’re using advanced AI software. Unlike other solutions, Constructor’s technology is built for you.

  • Get white-glove service from your dedicated Customer Success Manager – an expert in ecommerce themselves
  • Contact us anytime on email, Slack, Teams, or phone
  • Get personalized onboarding and extensive training for your teams — plus training for new features, and new team members
  • Optimize your growth and revenue with quarterly performance reviews

API First

You name it, we integrate with it

 

Constructor is API-first, headless, composable, and platform-agnostic, so it integrates easily with your existing technology stack.

Get everything you need to connect your ecommerce platform, PIM data, CDP, and more.

Meet our Partners
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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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