Increase Conversions with AI Search
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.
Prove tangible ROI in 10-14 days
98% customer retention rate
Non-intrusive implementation and setup
A Leader in the 2025 Gartner® MQ™ for Search & Product Discovery Report.
We have never lost an A/B test against any other search providers.
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+9
%
Search Revenue
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+13
%
Search Revenue
.svg)
+15
%
Revenue per user
.svg)
+5
%
Revenue per visit
.svg)
+$40
M
Revenue
.svg)
+A$13
M
Revenue
.svg)
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
CAPABILITIES
Sitewide product discovery that learns in real-time
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Our suite of tools work together in harmony with AI and Clickstream technology to make your platform smarter with every user interaction.
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Get fully automated personalization at user level across your entire ecommerce site.
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Quickly see tangible business benefits that directly impact your most critical metrics like conversion rate, AOV, and RPV.
Understand how and why your products rank
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Track omni-channel shopper behavior from a central dashboard, giving you a single source of truth across the entire product discovery journey.
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Learn how behavior changes over time, and is influenced by macroeconomic trends, evolving shopper preferences, and more.
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Fine-tune the buying experience to optimize for conversion and revenue, and keep track of best sellers and under-performers.
Enterprise-grade security, privacy, and compliance
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Ensure you stay compliant with regulations like GDPR and CCPA, and all major security frameworks like ISO 27001 and SOC 2.
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Eliminate the creep factor with data anonymization.
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Product insights are informed directly by users interacting with your website. No PII required.
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Routine infrastructure testing by our dedicated security team keeps you and your customers secure.
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
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Generate customer-first, AI-powered ecommerce search results that increase critical revenue metrics.
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Our Native Commerce Core™️ (which fuels our entire product discovery experience) learns, adapts, and evolves with every user interaction to optimize your results across all key KPIs — like revenue, conversions, and profit.
Built on proprietary algorithms, large language models, and advanced transformers, the Native Commerce Core™️ is our secret sauce that makes Constructor AI shopping assistant exceptional.
Our Native Commerce Core™️ (which fuels our entire product discovery experience) learns, adapts, and evolves with every user interaction to optimize your results across all key KPIs — like revenue, conversions, and profit.
Built on proprietary algorithms, large language models, and advanced transformers, the Native Commerce Core™️ is our secret sauce that makes Constructor AI shopping assistant exceptional.
Our Native Commerce Core™️ (which fuels our entire product discovery experience) learns, adapts, and evolves with every user interaction to optimize your results across all key KPIs — like revenue, conversions, and profit.
Built on proprietary algorithms, large language models, and advanced transformers, the Native Commerce Core™️ is our secret sauce that makes Constructor AI shopping assistant exceptional.
Our Native Commerce Core™️ (which fuels our entire product discovery experience) learns, adapts, and evolves with every user interaction to optimize your results across all key KPIs — like revenue, conversions, and profit.
Built on proprietary algorithms, large language models, and advanced transformers, the Native Commerce Core™️ is our secret sauce that makes Constructor AI shopping assistant exceptional.
Customer Stories
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
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