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Turn More Ecommerce Searches into Sales with Personalized Product Discovery

Constructor’s AI-powered 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
 92% willingness to recommend *Gartner Voice of Customer
 Find gaps you can address immediately

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If you’re looking to use AI technology to create more enjoyable online shopping experiences and drive revenue, not just any vendor will do.


Constructor is the only product discovery platform that’s built from the ground up with advanced AI — no legacy keyword or vector engines in sight. 

That’s why we’ve never lost an A/B test when it comes to helping enterprise ecommerce customers hit their most critical KPIs. 

It's no longer enough to curate products — you need to 
curate personalized experiences that will drive business metrics that matter — like revenue, conversion rate, AOV, and profit margin.

Book a Demo
Tangible ROI proven in under 2 weeks.
  • 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

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
CAPABILITIES

Holistic Product Discovery@2x

Sitewide product discovery that learns in real-time

  • Our suite of tools work together in harmony with AI and Clickstream technology to make 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 and why your products rank

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

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

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

Clean Data-2@2x

Enterprise-grade security, privacy, and compliance

  • Ensure you stay compliant with regulations like GDPR and CCPA, and all major security frameworks like ISO 27001 and SOC 2.

  • Eliminate the creep factor with data anonymization.

  • Product insights are informed directly by users interacting with your website. No PII required.

  • Routine infrastructure testing by our dedicated security team keeps you and your customers secure.

We help enterprise ecommerce brands get ahead, and stay ahead

 

AI-native product discovery that’s a win-win for companies and customers.

Constructor’s 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.

Test our platform risk-free and see how we can prove tangible ROI in 2-4 weeks, with Constructor’s Proof Schedule.

 

 

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
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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

“The system’s learning and doing it on its own.”

“We had a big need for personalization but also for more flexibility around how we displayed categories and collections. Constructor created that for us and has made the entire process a lot easier.

I don’t have to adjust search results nearly as much anymore. The system’s learning and doing it on its own.”
Nicole Bragg
Senior Merchandising Manager, Life Is Good

Petco drives +13% in ecommerce conversions with Constructor.

“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

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

“The system’s learning and doing it on its own.”

“We had a big need for personalization but also for more flexibility around how we displayed categories and collections. Constructor created that for us and has made the entire process a lot easier.

I don’t have to adjust search results nearly as much anymore. The system’s learning and doing it on its own.”
Nicole Bragg
Senior Merchandising Manager, Life Is Good

Petco drives +13% in ecommerce conversions with Constructor.

“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

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

“The system’s learning and doing it on its own.”

“We had a big need for personalization but also for more flexibility around how we displayed categories and collections. Constructor created that for us and has made the entire process a lot easier.

I don’t have to adjust search results nearly as much anymore. The system’s learning and doing it on its own.”
Nicole Bragg
Senior Merchandising Manager, Life Is Good

Petco drives +13% in ecommerce conversions with Constructor.

“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

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

“The system’s learning and doing it on its own.”

“We had a big need for personalization but also for more flexibility around how we displayed categories and collections. Constructor created that for us and has made the entire process a lot easier.

I don’t have to adjust search results nearly as much anymore. The system’s learning and doing it on its own.”
Nicole Bragg
Senior Merchandising Manager, Life Is Good

Petco drives +13% in ecommerce conversions with Constructor.

“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
+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

We help enterprise ecommerce brands get ahead, and stay ahead

Constructor’s 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.

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

Take our platform for a free test drive with the Constructor Proof Schedule

Prove tangible ROI in 2-4 weeksNon-intrusive implementation and setupFully supported by our teamNo contracts to signFind gaps you can address immediatelyDid we mention it's free
Book a Demo