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+9
%
Search Revenue
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+13
%
Search Revenue
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+15
%
Revenue per user
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+5
%
Revenue per visit
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+$40
M
Revenue
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+A$13
M
Revenue
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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
Help shoppers discover new products they’ll love
- Show the right product, like one that’s alternative or complementary, depending on where customers are in their journey.
- Display products that users are most likely to convert on based on individual behaviors.
- Get access to merchandiser-friendly tools to see recommendation pods, understand their performance, and optimize them.
You choose the recommendations strategy, we do the rest
-
Constructor automatically places Recommendations where your shoppers are likely to interact.
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Power your Recommendations strategies with 9 sets of logic that collect data on user intent and behavior.
-
Create searchandizing rules to determine what is shown in each type of Recommendation pod.
Optimize recommendations to meet your unique KPIs
- Data captured in Recommendations informs each shopper’s discovery experience — personalizing search, browse, and much more (and vice versa).
- Increase customer retention rates and encourage repeat purchases by regularly showing recommended products.
- Increase revenue and AOV by tailoring recommendations to their site location. Bundles for product pages, upsells for checkout, and more.
Ebook
Take an in-depth look at Constructor’s search and browsing features
Learn how our AI technology complements your own merchandising expertise to save hours of time and drive revenue.
Grab your guide to learn:
- How we ensure comprehensive product discovery across your website
- How clickstream data, transformers, and LLMs improve search results
- How our Merchant Intelligence guides the A/B testing experience
Get the Guide
Customer Stories
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
Read the Full Story
“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
Watch the Interview
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
Read the Full Story
“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
Watch the Interview
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
Read the Full Story
“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
Watch the Interview
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
Read the Full Story
“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
Watch the Interview
Our powerful Recommendations solution is part of Constructor’s holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce.
Recommendations is anchored on a constant user feedback loop derived from your shoppers’ unique Clickstream data, and augmented by the latest in NLP, transformers, and LLMs.
See Our Core
Our powerful Recommendations solution is part of Constructor’s holistic suite of products that were purpose-built from the ground up to drive more revenue for enterprise ecommerce.
Recommendations is anchored on a constant user feedback loop derived from your shoppers’ unique Clickstream data, and augmented by the latest in NLP, transformers, and LLMs.
See Our Core