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Turn More Searches into Sales
with 1:1 Ecommerce Personalization

Drive tailored shopping experiences that convert. Thanks to industry-leading ecommerce personalization AI paired with user behavioral data, you can finally capture nuanced customer intent to improve sitewide product rankings.  

 Prove tangible ROI in 10-14 days
 98% customer retention rate
 Non-intrusive implementation and setup
 92% willingness to recommend *Gartner Voice of Customer
 Recognized as a Visionary in the Gartner® Magic Quadrant™ for Search and Product Discovery

E-Commerce_Leader_Leader-1 E-CommercePersonalization_BestSupport_QualityOfSupport-1 E-CommerceSearch_HighPerformer_Enterprise_HighPerformer-3

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In today's competitive market, generic shopping experiences no longer suffice. Customers expect interactions tailored to their preferences and behaviors

 

Implementing AI-powered ecommerce personalization not only meets these expectations, but also boosts key performance indicators — like revenue, conversion rate, AOV, and profit margin.

Personalize every aspect of the ecommerce journey with Constructor’s full suite of AI-powered product discovery solutions:​

  • Search & Autosuggest:
    Ensure customers find what they’re looking for quickly with ecommerce search suggestions based on user behavior and intent.
  • Browse:
    Increase customer engagement and conversions with hyper-personalized category pages that align with individual shopper preferences.
  • Recommendations:
    Enhance upselling and cross-selling opportunities via personalized ecommerce product suggestions based on real-time data and user interactions.
  • Collections:
    Build more engaging, conversion-optimized landing pages that dynamically rank products based on every search, click, and purchase.
  • AI Shopping Assistant:
    Mimic the experience of interacting with a knowledgeable store associate to guide shoppers to best-fit items, thanks to conversational AI assistance.
  • Merchant Controls & Intelligence:
    Get granular, directional feedback to improve ecommerce personalization and conversions across your entire site, thanks to advanced predictive analytics paired with A/B testing capabilities.
CAPABILITIES

Collections@2x

Deliver unique experiences to every shopper, every time

  • Create made-for-you product discovery experiences powered by ecommerce AI and shoppers’ unique clickstream data

  • Ensure even more optimal rankings (and conversions) no matter the economy and shopping trends, thanks to augmentation in the latest AI technologies, like NLP, transformers, and large language models (LLMs)

  • Surface the most personalized products for each customer — even if they go offsite — thanks to holistic product discovery solutions anchored on a constant user feedback loop 

Holistic Product Discovery@2x

AI search and product discovery that learns in real-time

  • Produce split-second dynamic rankings across your entire product discovery experience, thanks to clickstream technology that makes your platform smarter with every user interaction 

  • Get fully automated personalization at user level across your entire ecommerce site

  • Quickly see tangible business benefits that directly impact your most critical metrics like conversion rate, AOV, and RPV

Transparent Results V2@2x-1

Understand how products rank for individual users

  • Track omnichannel shopper behavior from a central dashboard, giving you a single source of truth across the entire product discovery journey

  • Clearly see how shopper behavior changes over time and is influenced by macroeconomic trends, evolving preferences, and more

  • Fine-tune the buying experience to optimize for conversion and revenue, and keep track of best sellers and under-performers

Omnichannel Ready@2x

Streamline cross-channel and -device marketing campaigns

  • Make campaign management simple across ads, social, and email platforms

  • Enjoy seamless connectivity across channels to help you collect the data you need for effective campaigns, thanks to Constructor’s REST API

  • Encourage offsite discovery by using the full merchandising suite of tools to personalize collections for email marketing and other campaigns

  • Optimize for mobile shoppers with a fully responsive design that ensures seamless usability on any device
Book a Demo

Features

Get a competitive edge with AI solutions designed to personalize the ecommerce experience for enterprise retailers

  • Content Search
  • Voice Search
  • Image Search
  • Advanced NLP Features
  • Multilingual Support
  • Full Merchant Controls
  • Best-in-Breed Customer Success
  • Secure & Compliant
+9 %
Search Revenue
+13 %
Search Revenue
+15 %
Revenue per user
+5 %
Revenue per visit
+$40 M
Revenue
+A$13 M
Revenue
20.07 X
Overall ROI
+9 %
Search Revenue
+13 %
Search Revenue
+15 %
Revenue per user
+5 %
Revenue per visit
+$40 M
Revenue
+A$13 M
Revenue
20.07 X
Overall ROI
+9 %
Search Revenue
+13 %
Search Revenue
+15 %
Revenue per user
+5 %
Revenue per visit
+$40 M
Revenue
+A$13 M
Revenue
20.07 X
Overall ROI
+9 %
Search Revenue
+13 %
Search Revenue
+15 %
Revenue per user
+5 %
Revenue per visit
+$40 M
Revenue
+A$13 M
Revenue
20.07 X
Overall ROI

Why Choose Us?

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

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

Ditch legacy keyword engines and vector-centric platforms, and hit your revenue goals faster

Say goodbye to:

  • Zero-results searches
  • Shoppers rage-quitting your site
  • Labor-intensive synonym and redirect setup (plus hours manually boosting and slotting items)
  • Reformulated & frustrated searches
  • Lost sales opportunities and negative impact on customer lifetime value

Constructor:

  • Hyper-personalized search results driven by real-time, onsite shopping behavior
  • AI-driven search results optimized for the business KPIs that you define
  • Search learnings inform holistic discovery across your entire site
  • Advanced searchandising functionality and merchandising dashboard off the shelf
  • The only AI-first ecommerce search solution specializing in enterprise commerce

Say goodbye to:

Constructor:

Zero-results searches
Hyper-personalized search results driven by real-time, onsite shopping behavior
Shoppers rage-quitting your site
AI-driven search results optimized for the business KPIs that you define
Labor-intensive synonym and redirect setup (plus hours manually boosting and slotting items)
Search learnings inform holistic discovery across your entire site
Reformulated & frustrated searches
Advanced searchandising functionality and merchandising dashboard off the shelf
Lost sales opportunities and negative impact on customer lifetime value
The only AI-first ecommerce search solution specializing in enterprise commerce
Customer Stories
Paul Hornby Headshot
Tony Gabriele Headshot
Alexander Sienkiewicz Headshot
Gianluca Randisi Headshot
Kyle Sutter Headshot
Grove Co. Product
Sharon Gautschi Headshot
Oleksandra Grafova Headshot
Utadi Murphy Headshot
Paul Hornby Headshot
Tony Gabriele Headshot
Alexander Sienkiewicz Headshot
Gianluca Randisi Headshot
Kyle Sutter Headshot
Grove Co. Product
Sharon Gautschi Headshot
Oleksandra Grafova Headshot
Utadi Murphy Headshot
Paul Hornby Headshot
Tony Gabriele Headshot
Alexander Sienkiewicz Headshot
Gianluca Randisi Headshot
Kyle Sutter Headshot
Grove Co. Product
Sharon Gautschi Headshot
Oleksandra Grafova Headshot
Utadi Murphy Headshot
Paul Hornby Headshot
Tony Gabriele Headshot
Alexander Sienkiewicz Headshot
Gianluca Randisi Headshot
Kyle Sutter Headshot
Grove Co. Product
Sharon Gautschi Headshot
Oleksandra Grafova Headshot
Utadi Murphy Headshot

What we loved about Constructor was the fact that it’s built on true glassbox AI.

“Constructor's AI 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

See how Constructor helped Petco drive a 13% higher conversion rate

“We’re 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. Our team has been extremely impressed with Constructor.”
Tony Gabriele
VP Digital Strategy, Petco

Learn how SwimOutlet increased site revenue by 3.68% with Constructor

“We knew that search was a high-intent channel used by 15% of our customers, but we had difficulties optimizing for it. That was definitely a problem. Constructor is focused on helping us drive incremental revenue. That’s a breath of fresh air.”
Alexander Sienkiewicz
Chief Marketing Officer @ SwimOutlet

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

Learn how Fisheries Supply drove 15% more B2B revenue per user with Constructor

“The thing that I appreciate the most about Constructor — other than just the product itself — is that they’re a partner that truly wants to hear and incorporate feedback from customers and not build features in a vacuum. And that’s really what I value in a software vendor.”
Kyle Sutter
VP of Technology, Fisheries Supply

Learn how Grove Collaborative saw 20.07x more overall ROI with Constructor

“Our Recommendations pods were old and rigid. We had no way of updating the algorithms, and testing or swapping them out on any given page was a heavy engineering lift. Constructor Recommendations enable us to play around with different strategies to maximize click-through and add-to-cart rates on a per-page basis”
Rebecca Carpenter
Senior Product Manager, Grove Collaborative

See how Constructor helped Rugs Direct increase AOV by 16.5%

“AI is inherent in the foundation of Constructor’s technology and they demonstrated they could align their tool with the KPIs that I cared about. The Constructor team has a forward-thinking product, and they continue to deliver impressive customer service.”
Sharon Gautschi
Chief Merchandising Officer, Rugs Direct & Lightopia

Learn how Maxeda saw measurable lifts in add-to-carts with Constructor

'When Constructor launched the A/B testing feature, that was a huge breakthrough for us. Previously, there was a lot of talk internally about how to improve product rankings even more. We were never able to A/B test rankings. Now we have a whole A/B testing project that’s scheduled until mid-2024.'
Oleksandra Grafova
Manager Digital @ Maxeda DIY Group

+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

What we loved about Constructor was the fact that it’s built on true glassbox AI.

“Constructor's AI 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

See how Constructor helped Petco drive a 13% higher conversion rate

“We’re 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. Our team has been extremely impressed with Constructor.”
Tony Gabriele
VP Digital Strategy, Petco

Learn how SwimOutlet increased site revenue by 3.68% with Constructor

“We knew that search was a high-intent channel used by 15% of our customers, but we had difficulties optimizing for it. That was definitely a problem. Constructor is focused on helping us drive incremental revenue. That’s a breath of fresh air.”
Alexander Sienkiewicz
Chief Marketing Officer @ SwimOutlet

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

Learn how Fisheries Supply drove 15% more B2B revenue per user with Constructor

“The thing that I appreciate the most about Constructor — other than just the product itself — is that they’re a partner that truly wants to hear and incorporate feedback from customers and not build features in a vacuum. And that’s really what I value in a software vendor.”
Kyle Sutter
VP of Technology, Fisheries Supply

Learn how Grove Collaborative saw 20.07x more overall ROI with Constructor

“Our Recommendations pods were old and rigid. We had no way of updating the algorithms, and testing or swapping them out on any given page was a heavy engineering lift. Constructor Recommendations enable us to play around with different strategies to maximize click-through and add-to-cart rates on a per-page basis”
Rebecca Carpenter
Senior Product Manager, Grove Collaborative

See how Constructor helped Rugs Direct increase AOV by 16.5%

“AI is inherent in the foundation of Constructor’s technology and they demonstrated they could align their tool with the KPIs that I cared about. The Constructor team has a forward-thinking product, and they continue to deliver impressive customer service.”
Sharon Gautschi
Chief Merchandising Officer, Rugs Direct & Lightopia

Learn how Maxeda saw measurable lifts in add-to-carts with Constructor

'When Constructor launched the A/B testing feature, that was a huge breakthrough for us. Previously, there was a lot of talk internally about how to improve product rankings even more. We were never able to A/B test rankings. Now we have a whole A/B testing project that’s scheduled until mid-2024.'
Oleksandra Grafova
Manager Digital @ Maxeda DIY Group

+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

What we loved about Constructor was the fact that it’s built on true glassbox AI.

“Constructor's AI 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

See how Constructor helped Petco drive a 13% higher conversion rate

“We’re 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. Our team has been extremely impressed with Constructor.”
Tony Gabriele
VP Digital Strategy, Petco

Learn how SwimOutlet increased site revenue by 3.68% with Constructor

“We knew that search was a high-intent channel used by 15% of our customers, but we had difficulties optimizing for it. That was definitely a problem. Constructor is focused on helping us drive incremental revenue. That’s a breath of fresh air.”
Alexander Sienkiewicz
Chief Marketing Officer @ SwimOutlet

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

Learn how Fisheries Supply drove 15% more B2B revenue per user with Constructor

“The thing that I appreciate the most about Constructor — other than just the product itself — is that they’re a partner that truly wants to hear and incorporate feedback from customers and not build features in a vacuum. And that’s really what I value in a software vendor.”
Kyle Sutter
VP of Technology, Fisheries Supply

Learn how Grove Collaborative saw 20.07x more overall ROI with Constructor

“Our Recommendations pods were old and rigid. We had no way of updating the algorithms, and testing or swapping them out on any given page was a heavy engineering lift. Constructor Recommendations enable us to play around with different strategies to maximize click-through and add-to-cart rates on a per-page basis”
Rebecca Carpenter
Senior Product Manager, Grove Collaborative

See how Constructor helped Rugs Direct increase AOV by 16.5%

“AI is inherent in the foundation of Constructor’s technology and they demonstrated they could align their tool with the KPIs that I cared about. The Constructor team has a forward-thinking product, and they continue to deliver impressive customer service.”
Sharon Gautschi
Chief Merchandising Officer, Rugs Direct & Lightopia

Learn how Maxeda saw measurable lifts in add-to-carts with Constructor

'When Constructor launched the A/B testing feature, that was a huge breakthrough for us. Previously, there was a lot of talk internally about how to improve product rankings even more. We were never able to A/B test rankings. Now we have a whole A/B testing project that’s scheduled until mid-2024.'
Oleksandra Grafova
Manager Digital @ Maxeda DIY Group

+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

What we loved about Constructor was the fact that it’s built on true glassbox AI.

“Constructor's AI 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

See how Constructor helped Petco drive a 13% higher conversion rate

“We’re 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. Our team has been extremely impressed with Constructor.”
Tony Gabriele
VP Digital Strategy, Petco

Learn how SwimOutlet increased site revenue by 3.68% with Constructor

“We knew that search was a high-intent channel used by 15% of our customers, but we had difficulties optimizing for it. That was definitely a problem. Constructor is focused on helping us drive incremental revenue. That’s a breath of fresh air.”
Alexander Sienkiewicz
Chief Marketing Officer @ SwimOutlet

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

Learn how Fisheries Supply drove 15% more B2B revenue per user with Constructor

“The thing that I appreciate the most about Constructor — other than just the product itself — is that they’re a partner that truly wants to hear and incorporate feedback from customers and not build features in a vacuum. And that’s really what I value in a software vendor.”
Kyle Sutter
VP of Technology, Fisheries Supply

Learn how Grove Collaborative saw 20.07x more overall ROI with Constructor

“Our Recommendations pods were old and rigid. We had no way of updating the algorithms, and testing or swapping them out on any given page was a heavy engineering lift. Constructor Recommendations enable us to play around with different strategies to maximize click-through and add-to-cart rates on a per-page basis”
Rebecca Carpenter
Senior Product Manager, Grove Collaborative

See how Constructor helped Rugs Direct increase AOV by 16.5%

“AI is inherent in the foundation of Constructor’s technology and they demonstrated they could align their tool with the KPIs that I cared about. The Constructor team has a forward-thinking product, and they continue to deliver impressive customer service.”
Sharon Gautschi
Chief Merchandising Officer, Rugs Direct & Lightopia

Learn how Maxeda saw measurable lifts in add-to-carts with Constructor

'When Constructor launched the A/B testing feature, that was a huge breakthrough for us. Previously, there was a lot of talk internally about how to improve product rankings even more. We were never able to A/B test rankings. Now we have a whole A/B testing project that’s scheduled until mid-2024.'
Oleksandra Grafova
Manager Digital @ Maxeda DIY Group

+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

Test our platform risk-free and see how we can prove tangible ROI in 10-14 days.

Constructor’s AI search and product discovery platform was built by data scientists and engineers who wanted to create an advanced shopping experience that accurately displays the most attractive products to every individual.