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  • Native Commerce Core™
    • IDC-marketscape-q4-2024-resources-hub-cover-562x562@2x

      Constructor is a leader in the IDC marketscape

      Constructor is a Leader in the IDC MarketScape on Worldwide Knowledge Discovery Software for External-Facing Use Cases, 2024.

        • 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.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

        • 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.

        • AI Shopping Assistant

          Help your online customers discover great products faster.

        • 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.

  • Customers
    • Beyond Relevance Featured

      Beyond Relevance Report

      The Data-Backed Case for Attractiveness as the New Standard for Ecommerce Search Performance.

        • 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™
    • IDC-marketscape-q4-2024-resources-hub-cover-562x562@2x

      Constructor is a leader in the IDC marketscape

      Constructor is a Leader in the IDC MarketScape on Worldwide Knowledge Discovery Software for External-Facing Use Cases, 2024.

        • 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.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

        • 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.

        • AI Shopping Assistant

          Help your online customers discover great products faster.

        • 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.

  • Customers
    • Beyond Relevance Featured

      Beyond Relevance Report

      The Data-Backed Case for Attractiveness as the New Standard for Ecommerce Search Performance.

        • 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

Turn more ecommerce searches into sales with Constructor

Constructor’s AI-powered search and product discovery platform delivers unmatched KPI optimization and fast ROI for enterprise ecommerce brands — while giving customers a personalized, enjoyable shopping experience.

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Woman working on a laptop

We’ve helped leading ecommerce brands prove ROI in less than 4 weeks

Book a demo
bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI
bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI
bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI
bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI

What We Do

We take the hard work (and guesswork) out of ecommerce search and product discovery

what-we-do@2x

The future of ecommerce is strategic and hyper-personalized. 


It's no longer enough to curate products — you need to 
curate personalized experiences that will drive measurable business metrics.

Book a Demo
Analyze the quality of your search results.
Request a Search Experience Audit
  • Deliver real-time, personalized customer experiences with Constructor's proprietary Native Commerce Core™️, transformers (the “t” in ChatGPT), LLMs, and AI/ML-driven predictive analytics
  • Understand if and where your current product discovery engine is falling down, and how much revenue you’re losing because of it
  • Reduce manual workload with deep learning that automatically reranks results based on user behavior.
  • Combine art and science with easy-to-use merchandising controls and insights
  • Blend your product data and shopper Clickstream data to optimize for desired outcomes

How It Works

Every customer interaction makes your website smarter

 

Our Native Commerce Core™️ technology is a proprietary architecture that took years to develop, and is built specifically for ecommerce. 

It powers 8 modules that work together to drive business metrics that matter — like revenue, conversion rate, AOV, and profit margin.

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
  • 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
    image 435
  • 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
    mobile-quizzes@2x
  • 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
  • Deliver futuristic discovery experiences with engaging, conversational AI blended with 1:1 personalization.

    Learn More
    mobile-asa@2x

Recognition

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

Stevie Award
2023Q3_Commerce Search And Product Discovery_179318_SP-1
member-certified-24-black-1
E-CommerceSearch_Leader_Enterprise_Leader
E-CommerceSearch_EasiestToUse_EaseOfUse
E-CommerceSearch_MomentumLeader_Leader
E-CommerceSearch_BestSupport_Mid-Market_QualityOfSupport
leading100
CB Insights
aws retail partner
100
Convrt 2024 Gold Seal
Cartification-mark_04-09-300x253-1-150x150-1
Stevies_Tech Excellence_24_Gold_Winner
Stevies_ABAs_Peoples Choice_2024Winner
Stevies_IBA24_Gold_Winner
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.
100 Billion +
requests powered in the last 6 months alone
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
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
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

Why Choose Us?

Constructor is the only ecommerce product discovery platform that was built with AI from the ground up

 

We started Constructor because we've worked with legacy product discovery solutions, and we know how frustrating they can be.

Our differences aren’t theoretical. We’ve been through over 70 A/B tests against competitors and have never lost one — which is why so many customers have ditched their legacy vendors and switched to Constructor.

Constructor

  • Contextual and personalized ecommerce search and discovery results based on user behavior
  • Deep expertise in search, advanced AI/ML, and data science, powered by clickstream data and large language models (LLMs)
  • Advanced functionality off the shelf
  • API-first, composable, and headless for fast time to market
  • Ongoing white-glove support and proactive updates
  • Built specifically for enterprise ecommerce

Legacy Search Platforms

  • Generalist focus leads to mediocre results
  • Outdated algorithms rely on keyword matching and/or vector search, which is not designed (or optimizable) for ecommerce
  • Al for Al's sake, not optimized for business KPIs
  • Generic search results erode your merchandising efforts
  • Doesn't learn from customer behavior
  • Customer support complaints

Building In-House

  • Unnecessary drain on your engineering talent
  • Poor merchandising experience with lack of controls and insights
  • Adds complexity to development cycles
  • No out-of-the-box components or libraries
  • Extra years of development work
  • Integrations alone become full-on initiative

Constructor

Legacy Search Platforms

Building In-House

Contextual and personalized ecommerce search and discovery results based on user behavior
Generalist focus leads to mediocre results
Unnecessary drain on your engineering talent
Deep expertise in search, advanced AI/ML, and data science, powered by clickstream data and large language models (LLMs)
Outdated algorithms rely on keyword matching and/or vector search, which is not designed (or optimizable) for ecommerce
Poor merchandising experience with lack of controls and insights
Advanced functionality off the shelf
Al for Al's sake, not optimized for business KPIs
Adds complexity to development cycles
API-first, composable, and headless for fast time to market
Generic search results erode your merchandising efforts
No out-of-the-box components or libraries
Ongoing white-glove support and proactive updates
Doesn't learn from customer behavior
Extra years of development work
Built specifically for enterprise ecommerce
Customer support complaints
Integrations alone become full-on initiative

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
Salesforce
bigcommerce
Elasticpath
Akeneo
Commercetools
Amplience
Contentstack
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contentful
AWS
Orium
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amperity
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Salesforce
bigcommerce
Elasticpath
Akeneo
Commercetools
Amplience
Contentstack
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contentful
AWS
Orium
emporix_logo
simontransparent
512px-PS_Logo_RGB.svg
google_cloud_partner_logo
Logo_stacked_blue
deloittedigital-logo-black
amperity
64labs-logo
Salesforce
bigcommerce
Elasticpath
Akeneo
Commercetools
Amplience
Contentstack
shopify-svgrepo-com
contentful
AWS
Orium
emporix_logo
simontransparent
512px-PS_Logo_RGB.svg
google_cloud_partner_logo
Logo_stacked_blue
deloittedigital-logo-black
amperity
64labs-logo

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
  • MACH Certified
  • 21972-312_SOC_NonCPA-150x150
  • Cartification-mark_04-09-300x253-1-150x150
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