Skip to content
Logo-black
    • 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
    • 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

AI product search and discovery

Request A Demo

  • Discovery Call
    We won’t dive right into a sales pitch. Our experts will ask questions to understand your software stack, platform strategy, and needs. If both sides see Constructor as a potential fit, we’d love to tell you more about how we can help.
  • Product Demo
    We’ll give you a full tour of the front end personalization experience, the back end merchandising dashboard, and explain how Constructor was built differently from the 25+ other vendors on the market.
  • Data Driven Evaluation
    At this stage we'll discuss how Constructor's machine learning can work on your own products and data, and factor into your evaluation in 10 to 14 business days.

Ecommerce search and product discovery you can trust - plus verify.

sephora-color-cropped
under-armour-black
gap-black
rei-black
tractor-supply-black
qvc-black
bath-and-body-works-black
foot-locker-black
petco-black
fisheries-supply-black
home-24-black
target-au-black-1
grove-black
bonobos-black
monica-vinader-black
ashley-black
bjs-black
bombas-black
crate-and-barrel-black
cromwell-black
heb-black-1
journeys-black
paperless-post-black
plow-hearth-black
rothys-black
serena-and-lily-black
west-elm-black
white-stuff-black
williams-sonoma-black

Why constructor?

The premier solution for B2C and B2B ecommerce companies

At Constructor, customer success matters deeply to us. We excel at delivering ROI and improvements to key performance metrics, and we believe our customer feedback speaks for itself. 

98.5 %
avg client retention rate over the last three years
92%
Gartner Voice of Customer - willingness to recommend
4.8
G2 Crowd - top ranked in our category
8 Weeks
or less to set up
100 Billion +
requests powered in the last 6 months alone
Book a Demo

Our Solution

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.

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

    mobile-asa@2x
  • Deliver instant answers to customers' final product questions directly on your Product Detail Pages (PDPs).

    mobile-asa@2x
  • Drive personalized, optimized shopping experiences for each customer on every category page.

    browse@2x
  • Complement and optimize the shopping experience with the right recommendations for each customer at exactly the right time. 

    recommendations@2x
  • Automatically organize products into themed, personalized landing pages to create a shopping experience that sparks joy — and ROI.

    collections@2x
  • Return personalized ads that complement organic results, boosting your bottom line without frustrating your customers.

    retail-media@2x-1
  • Manage your entire product discovery experience in one platform — and then level up with actionable insights and predictive analytics.

    merchant-tools-intelligence@2x
  • Kick manual work aside and let AI enrich product and category attributes your customers need to find the items they love.

    attribute-enrichment@2x
  • Create and launch data-driven marketing campaigns that show the right product to the right person at just the right time.

    offsite-discovery@2x (2)
  • Drive more revenue and build stronger relationships based on information your customers want you to know.

    mobile-quizzes@2x
Book a Demo
Customer Stories
richard-spencer
mark-dougall@2x
tony-gabriele
gianluca-randisi-1
utadi-murphy
richard-spencer
mark-dougall@2x
tony-gabriele
gianluca-randisi-1
utadi-murphy
richard-spencer
mark-dougall@2x
tony-gabriele
gianluca-randisi-1
utadi-murphy
richard-spencer
mark-dougall@2x
tony-gabriele
gianluca-randisi-1
utadi-murphy
belk-black

Constructor helped Belk drive +35M in revenue

“Hey, did you see Belk has a shopping assistant?” has become a word-of-mouth driver that’s elevating the brand’s reputation as an innovator. In addition to the revenue increases, it’s generating curiosity and creating new reasons for shoppers to visit their site.
Richard Spencer
CIO, Belk
monica-vinader-black (2)

Monica Vinader Lifts Revenue with Geo-Personalized Ranking Powered by Constructor

"We’re very data-focused as a business — we don’t just take a partner’s word for it. Everything has to be proven and measured. Constructor not only brings the tech but also challenges us with new ideas, helps us analyze the results, and even tells us when something isn’t a win. That honesty builds real trust."
Mark Dougall
General Manager of Business Systems, Monica Vinader
petco-black

+13% in site conversions.

“We’re now able to searchandise much more effectively with the advanced merchandising controls now available to us, and we love the flexibility we have to partner with the AI and to boost or bury products on our own.”
Tony Gabriele
VP Digital Strategy, Petco
home-24-black

Learn how home24 achieved double-digit growth in search conversions.

“Aside from the positive return on investment, we love the ease of use, extremely hands-on support, and pleasant experience that comes from working with the Constructor team. If you're an enterprise retailer looking to ramp up search, I highly recommend reaching out to Constructor.”
Gianluca Randisi
Chief Product Officer, home24
target-au-black

+A$13M in search revenue.

“Constructor allows us to easily load all our product data into their platform so we can personalize what’s shown to each shopper and improve the customer experience, while optimizing for our specific business KPIs. We’re thrilled with the results we’ve seen, which validate this approach and reflect the impact of our digital transformation initiatives."
Utadi Murphy
General Manager, Digital & Ecommerce at Target Australia
belk-black

Constructor helped Belk drive +35M in revenue

“Hey, did you see Belk has a shopping assistant?” has become a word-of-mouth driver that’s elevating the brand’s reputation as an innovator. In addition to the revenue increases, it’s generating curiosity and creating new reasons for shoppers to visit their site.
Richard Spencer
CIO, Belk
monica-vinader-black (2)

Monica Vinader Lifts Revenue with Geo-Personalized Ranking Powered by Constructor

"We’re very data-focused as a business — we don’t just take a partner’s word for it. Everything has to be proven and measured. Constructor not only brings the tech but also challenges us with new ideas, helps us analyze the results, and even tells us when something isn’t a win. That honesty builds real trust."
Mark Dougall
General Manager of Business Systems, Monica Vinader
petco-black

+13% in site conversions.

“We’re now able to searchandise much more effectively with the advanced merchandising controls now available to us, and we love the flexibility we have to partner with the AI and to boost or bury products on our own.”
Tony Gabriele
VP Digital Strategy, Petco
home-24-black

Learn how home24 achieved double-digit growth in search conversions.

“Aside from the positive return on investment, we love the ease of use, extremely hands-on support, and pleasant experience that comes from working with the Constructor team. If you're an enterprise retailer looking to ramp up search, I highly recommend reaching out to Constructor.”
Gianluca Randisi
Chief Product Officer, home24
target-au-black

+A$13M in search revenue.

“Constructor allows us to easily load all our product data into their platform so we can personalize what’s shown to each shopper and improve the customer experience, while optimizing for our specific business KPIs. We’re thrilled with the results we’ve seen, which validate this approach and reflect the impact of our digital transformation initiatives."
Utadi Murphy
General Manager, Digital & Ecommerce at Target Australia
belk-black

Constructor helped Belk drive +35M in revenue

“Hey, did you see Belk has a shopping assistant?” has become a word-of-mouth driver that’s elevating the brand’s reputation as an innovator. In addition to the revenue increases, it’s generating curiosity and creating new reasons for shoppers to visit their site.
Richard Spencer
CIO, Belk
monica-vinader-black (2)

Monica Vinader Lifts Revenue with Geo-Personalized Ranking Powered by Constructor

"We’re very data-focused as a business — we don’t just take a partner’s word for it. Everything has to be proven and measured. Constructor not only brings the tech but also challenges us with new ideas, helps us analyze the results, and even tells us when something isn’t a win. That honesty builds real trust."
Mark Dougall
General Manager of Business Systems, Monica Vinader
petco-black

+13% in site conversions.

“We’re now able to searchandise much more effectively with the advanced merchandising controls now available to us, and we love the flexibility we have to partner with the AI and to boost or bury products on our own.”
Tony Gabriele
VP Digital Strategy, Petco
home-24-black

Learn how home24 achieved double-digit growth in search conversions.

“Aside from the positive return on investment, we love the ease of use, extremely hands-on support, and pleasant experience that comes from working with the Constructor team. If you're an enterprise retailer looking to ramp up search, I highly recommend reaching out to Constructor.”
Gianluca Randisi
Chief Product Officer, home24
target-au-black

+A$13M in search revenue.

“Constructor allows us to easily load all our product data into their platform so we can personalize what’s shown to each shopper and improve the customer experience, while optimizing for our specific business KPIs. We’re thrilled with the results we’ve seen, which validate this approach and reflect the impact of our digital transformation initiatives."
Utadi Murphy
General Manager, Digital & Ecommerce at Target Australia
belk-black

Constructor helped Belk drive +35M in revenue

“Hey, did you see Belk has a shopping assistant?” has become a word-of-mouth driver that’s elevating the brand’s reputation as an innovator. In addition to the revenue increases, it’s generating curiosity and creating new reasons for shoppers to visit their site.
Richard Spencer
CIO, Belk
monica-vinader-black (2)

Monica Vinader Lifts Revenue with Geo-Personalized Ranking Powered by Constructor

"We’re very data-focused as a business — we don’t just take a partner’s word for it. Everything has to be proven and measured. Constructor not only brings the tech but also challenges us with new ideas, helps us analyze the results, and even tells us when something isn’t a win. That honesty builds real trust."
Mark Dougall
General Manager of Business Systems, Monica Vinader
petco-black

+13% in site conversions.

“We’re now able to searchandise much more effectively with the advanced merchandising controls now available to us, and we love the flexibility we have to partner with the AI and to boost or bury products on our own.”
Tony Gabriele
VP Digital Strategy, Petco
home-24-black

Learn how home24 achieved double-digit growth in search conversions.

“Aside from the positive return on investment, we love the ease of use, extremely hands-on support, and pleasant experience that comes from working with the Constructor team. If you're an enterprise retailer looking to ramp up search, I highly recommend reaching out to Constructor.”
Gianluca Randisi
Chief Product Officer, home24
target-au-black

+A$13M in search revenue.

“Constructor allows us to easily load all our product data into their platform so we can personalize what’s shown to each shopper and improve the customer experience, while optimizing for our specific business KPIs. We’re thrilled with the results we’ve seen, which validate this approach and reflect the impact of our digital transformation initiatives."
Utadi Murphy
General Manager, Digital & Ecommerce at Target Australia

Analyst Performance

Constructor is the only product discovery vendor named as a leader by Forrester, Gartner, and IDC

forrester-card@2x
The Forrester Wave™: Commerce Search and Product Discovery Solutions, Q3 2025
gartner-card@2x
2025 Gartner® Magic Quadrant™ for Search & Product Discovery Report
idc-card@2x
IDC MarketScape: Worldwide Retail GenAI-Driven Product Discovery and Search Tools 2025–2026

Optimize for the metrics you care about

Meet with a Constructor Product Discovery Specialist to learn how your could be increasing your conversion rate, revenue per visitor, and profit.
Book a Demo
Constructor.io Logo
  • Technology
    • Native Commerce Core™
    • Agentic Commerce
    • Request a Demo
    • The Proof Schedule®
  • Solutions
    • Search & Autosuggest
    • Browse
    • Recommendations
    • Collections
    • AI Shopping Agent
    • AI Product Insights Agent
    • Merchant Controls & Intelligence
    • Attribute Enrichment
    • Quizzes
    • B2B Solutions
  • Resources Hub
    • Events
    • Reports, Guides & Webinars
    • Blog
    • Experiments
    • News
    • Constructor vs Alternatives
    • Documentation
  • About
    • About Us
    • Partners
    • Security & Compliance
    • Careers
  • Technology
    • Native Commerce Core™
    • Agentic Commerce
    • Request a Demo
    • The Proof Schedule®
  • Solutions
    • Search & Autosuggest
    • Browse
    • Recommendations
    • Collections
    • AI Shopping Agent
    • AI Product Insights Agent
    • Merchant Controls & Intelligence
    • Attribute Enrichment
    • Quizzes
    • B2B Solutions
  • Resources Hub
    • Events
    • Reports, Guides & Webinars
    • Blog
    • Experiments
    • News
    • Constructor vs Alternatives
    • Documentation
  • About
    • About Us
    • Partners
    • Security & Compliance
    • Careers
© 2026 Constructor All rights reserved
  • Terms of Service
  • Privacy Policy