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Competitors

Discover Why Top Retail Brands Choose Constructor Over Alternatives: Algolia, Bloomreach, Coveo, Unbxd, & Others

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Stevie Award
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Constructor's AI-native search and product discovery platform drives conversions, revenue, and customer satisfaction for enterprise ecommerce companies in fashion & apparel, furniture & home goods, grocery, electronics, manufacturing, and beyond. Consistently outperforming competitors by a minimum of 3% in A/B tests, Constructor solutions use behavioral data together with state-of-the-art machine learning models like transformers to automate ultra-personalized, real-time product discovery experiences site-wide.  

What Industry Analysts Have to Say About Constructor

Gartner Willingess to Recommend Constructor comparison chart

Constructor is named a 'Strong Performer' in the Gartner® Peer Insights™ ‘Voice of the Customer’: Search and Product Discovery and is the highest ranked vendor on the "Willingness to Recommend" criterion, scoring 92%.

Constructor was also named a Strong Performer in The Forrester Wave™: Commerce Search And Product Discovery, Q3 2023, and a Visionary in the Gartner Magic Quadrant for Search and Product Discovery. 

See how Constructor stacks up against key competitors in the enterprise retail ecommerce space, and reach out to learn more. 

Constructor is named a 'Strong Performer' in the Gartner® Peer Insights™ ‘Voice of the Customer’: Search and Product Discovery and is the highest ranked vendor on the "Willingness to Recommend" criterion, scoring 92%.

Constructor was also named a Strong Performer in The Forrester Wave™: Commerce Search And Product Discovery, Q3 2023, and a Visionary in the Gartner Magic Quadrant for Search and Product Discovery. 

See how Constructor stacks up against key competitors in the enterprise retail ecommerce space, and reach out to learn more. 

Gartner Willingess to Recommend Constructor comparison chart

Gartner

Gartner Peer Insights™ Reviews

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How Constructor Stands Out Against Competitors

95% of surveyed customers are willing to recommend Constructor to colleagues, and 98% say Constructor has been a good partner to do business with. 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. See a detailed analysis of Constructor and key competitors by users and chat with us to learn how we deliver superior results for enterprise ecommerce companies.

Dive into individual comparison reports based on user feedback on G2 below.

Comparison Report
Constructor vs Algolia

See how Constructor stacks up against Algolia.

View the Report
Comparison Report
Constructor vs Bloomreach

See how Constructor stacks up against Bloomreach.

View the Report
Comparison Report
Constructor vs Coveo

See how Constructor stacks up against Coveo.

View the Report
Comparison Report
Constructor vs Netcore Unbxd

See how Constructor stacks up against Netcore Unbxd.

View the Report

Industries We Serve

Tailored Product Discovery Solutions for Retail

  • Constructor offers personalized recommendations, visual search, and advanced product discovery tools tailored for high-volume, fast-moving fashion brands. Thanks to Constructor, EU fashion and apparel brand White Stuff increased conversions by 21%, and Bonobos increased Recommendations conversions by 92%.

  • Constructor handles complex product catalogs by enabling personalized discovery for items that require in-depth browsing or advanced faceting features, such as customizable or size-variant products. Constructor’s many searchandising capabilities like Autosuggest, analytics, AI-powered synonyms, and facet configurations are giving the home24 team hours back in their day — plus double-digit growth. 

  • Constructor’s AI-native product discovery tools handle complex inventories with varying product sizes or brands with ease. The solutions meet the demands of high-volume grocery operations by offering personalized, real-time stock updates and flexible filtering options so shoppers can easily find their favorite grocery items in less time. 

  • Constructor’s AI-driven platform offers tailored product recommendations, matching the right items with the right customers from even the largest catalogs. This advanced personalization engine increases discovery, simultaneously allowing merchandisers to further optimize results for key metrics like AOV and RPV. This real-time, individualized experience is why department and general retail customers increase conversions and maximize profitability.

  • Constructor’s AI-driven product discovery solutions return personalized products for industry-specific terminology and measurement-based search queries based on account levels, pricing, and permissions. This enhances accessibility for multiple users within the same account, providing a seamless navigation experience for B2B buyers across thousands of product variations. This has proven to raise RPV by 15%. 

  • Our AI-powered solutions simplify product discovery for ecommerce companies specializing in automotive parts. By leveraging advanced personalization algorithms, we deliver tailored product results based on geographic restrictions, detailed filtering, and specific parts data, such as year, make, and model. This enables automotive businesses to stand out as the top choice for customers seeking highly specific products, and the results speak for themselves. With Constructor, Princess Auto drove a 22% increase in conversion rates and over 200% increase in revenue per visitor.

bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI
bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI
bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI
bonobos
+9 %
Search Revenue
petco
+13 %
Search Revenue
fisheries-supply
+15 %
Revenue per user
home-24
+5 %
Revenue per visit
sephora
+$40 M
Revenue
target-au (1)
+A$13 M
Revenue
grove (1)
20.07 X
Overall ROI

Reviews

What Our Customers Are Saying

“There are so many things I love about our Constructor partnership! Our Constructor team partners are always readily available to trouble shoot any issues that arise and help come up with solutions for our business. They are constantly innovating and releasing new products that help solve some of online retail's biggest problems. Every product the Constructor team releases is thoughtful and intuitively designed. They are always looking to improve and iterate the products provided through their platform.”
G2_Logo_Red_RGB
Danielle K.
Manager of Digital Merchandising, Enterprise
“Constructor since it has launched has allowed me to get so much time back. Rather than having to focus on what new keywords I need to watch out for from the shift of one season or holiday to the next, its learning and adjusting on its own. No more fussing around with manual search suggestions, or synonyms. I am able to focus on true conversion strategy and how to get more people to these more optimal pages.”
G2_Logo_Red_RGB
Lindy M.
Digital Optimization Specialist, Enterprise
“Constructor have been fantastic partners to the business, accommodating customisation to solutions to fit the needs of the brand. I appreciate their innovative spirit, supporting us to push the boundaries through opennes to trial and consulting us on further opportunities to continuously enhance CX. Ang as the Success Manager has been a real asset, liasing both business and technical requirements which has made collaboration seamless.”
G2_Logo_Red_RGB
Verified User in Retail
Enterprise
“I've been thoroughly impressed with Constructor's platform. Their search and browse products have improved our product rankings and dramatically reduced the need for human intervention to merchandise our results pages. Constructor's customer success team was instrumental in our success. We had many questions and they were always ready to assist. Responses have been quick and their people are very knowledgeable. The implementation process was easy and fast, allowing us to improve the customer experience in record time.”
G2_Logo_Red_RGB
Verified User in Retail
Enterprise
“Constructor's team is filled with genuine and kind people who want the best for you and your business. Constructor's support team is always available, willing, and eager to help us in any way they can. Working with them is easy, and they have found a way to make 'search' fun and enjoyable! Thank you to all who support us!”
G2_Logo_Red_RGB
Peter B.
Technical Product Owner, Enterprise
“There are so many things I love about our Constructor partnership! Our Constructor team partners are always readily available to trouble shoot any issues that arise and help come up with solutions for our business. They are constantly innovating and releasing new products that help solve some of online retail's biggest problems. Every product the Constructor team releases is thoughtful and intuitively designed. They are always looking to improve and iterate the products provided through their platform.”
G2_Logo_Red_RGB
Danielle K.
Manager of Digital Merchandising, Enterprise
“Constructor since it has launched has allowed me to get so much time back. Rather than having to focus on what new keywords I need to watch out for from the shift of one season or holiday to the next, its learning and adjusting on its own. No more fussing around with manual search suggestions, or synonyms. I am able to focus on true conversion strategy and how to get more people to these more optimal pages.”
G2_Logo_Red_RGB
Lindy M.
Digital Optimization Specialist, Enterprise
“Constructor have been fantastic partners to the business, accommodating customisation to solutions to fit the needs of the brand. I appreciate their innovative spirit, supporting us to push the boundaries through opennes to trial and consulting us on further opportunities to continuously enhance CX. Ang as the Success Manager has been a real asset, liasing both business and technical requirements which has made collaboration seamless.”
G2_Logo_Red_RGB
Verified User in Retail
Enterprise
“I've been thoroughly impressed with Constructor's platform. Their search and browse products have improved our product rankings and dramatically reduced the need for human intervention to merchandise our results pages. Constructor's customer success team was instrumental in our success. We had many questions and they were always ready to assist. Responses have been quick and their people are very knowledgeable. The implementation process was easy and fast, allowing us to improve the customer experience in record time.”
G2_Logo_Red_RGB
Verified User in Retail
Enterprise
“Constructor's team is filled with genuine and kind people who want the best for you and your business. Constructor's support team is always available, willing, and eager to help us in any way they can. Working with them is easy, and they have found a way to make 'search' fun and enjoyable! Thank you to all who support us!”
G2_Logo_Red_RGB
Peter B.
Technical Product Owner, Enterprise
“There are so many things I love about our Constructor partnership! Our Constructor team partners are always readily available to trouble shoot any issues that arise and help come up with solutions for our business. They are constantly innovating and releasing new products that help solve some of online retail's biggest problems. Every product the Constructor team releases is thoughtful and intuitively designed. They are always looking to improve and iterate the products provided through their platform.”
G2_Logo_Red_RGB
Danielle K.
Manager of Digital Merchandising, Enterprise
“Constructor since it has launched has allowed me to get so much time back. Rather than having to focus on what new keywords I need to watch out for from the shift of one season or holiday to the next, its learning and adjusting on its own. No more fussing around with manual search suggestions, or synonyms. I am able to focus on true conversion strategy and how to get more people to these more optimal pages.”
G2_Logo_Red_RGB
Lindy M.
Digital Optimization Specialist, Enterprise
“Constructor have been fantastic partners to the business, accommodating customisation to solutions to fit the needs of the brand. I appreciate their innovative spirit, supporting us to push the boundaries through opennes to trial and consulting us on further opportunities to continuously enhance CX. Ang as the Success Manager has been a real asset, liasing both business and technical requirements which has made collaboration seamless.”
G2_Logo_Red_RGB
Verified User in Retail
Enterprise
“I've been thoroughly impressed with Constructor's platform. Their search and browse products have improved our product rankings and dramatically reduced the need for human intervention to merchandise our results pages. Constructor's customer success team was instrumental in our success. We had many questions and they were always ready to assist. Responses have been quick and their people are very knowledgeable. The implementation process was easy and fast, allowing us to improve the customer experience in record time.”
G2_Logo_Red_RGB
Verified User in Retail
Enterprise
“Constructor's team is filled with genuine and kind people who want the best for you and your business. Constructor's support team is always available, willing, and eager to help us in any way they can. Working with them is easy, and they have found a way to make 'search' fun and enjoyable! Thank you to all who support us!”
G2_Logo_Red_RGB
Peter B.
Technical Product Owner, Enterprise
“There are so many things I love about our Constructor partnership! Our Constructor team partners are always readily available to trouble shoot any issues that arise and help come up with solutions for our business. They are constantly innovating and releasing new products that help solve some of online retail's biggest problems. Every product the Constructor team releases is thoughtful and intuitively designed. They are always looking to improve and iterate the products provided through their platform.”
G2_Logo_Red_RGB
Danielle K.
Manager of Digital Merchandising, Enterprise
“Constructor since it has launched has allowed me to get so much time back. Rather than having to focus on what new keywords I need to watch out for from the shift of one season or holiday to the next, its learning and adjusting on its own. No more fussing around with manual search suggestions, or synonyms. I am able to focus on true conversion strategy and how to get more people to these more optimal pages.”
G2_Logo_Red_RGB
Lindy M.
Digital Optimization Specialist, Enterprise
“Constructor have been fantastic partners to the business, accommodating customisation to solutions to fit the needs of the brand. I appreciate their innovative spirit, supporting us to push the boundaries through opennes to trial and consulting us on further opportunities to continuously enhance CX. Ang as the Success Manager has been a real asset, liasing both business and technical requirements which has made collaboration seamless.”
G2_Logo_Red_RGB
Verified User in Retail
Enterprise
“I've been thoroughly impressed with Constructor's platform. Their search and browse products have improved our product rankings and dramatically reduced the need for human intervention to merchandise our results pages. Constructor's customer success team was instrumental in our success. We had many questions and they were always ready to assist. Responses have been quick and their people are very knowledgeable. The implementation process was easy and fast, allowing us to improve the customer experience in record time.”
G2_Logo_Red_RGB
Verified User in Retail
Enterprise
“Constructor's team is filled with genuine and kind people who want the best for you and your business. Constructor's support team is always available, willing, and eager to help us in any way they can. Working with them is easy, and they have found a way to make 'search' fun and enjoyable! Thank you to all who support us!”
G2_Logo_Red_RGB
Peter B.
Technical Product Owner, Enterprise
“There are so many things I love about our Constructor partnership! Our Constructor team partners are always readily available to trouble shoot any issues that arise and help come up with solutions for our business. They are constantly innovating and releasing new products that help solve some of online retail's biggest problems. Every product the Constructor team releases is thoughtful and intuitively designed. They are always looking to improve and iterate the products provided through their platform.”
G2_Logo_Red_RGB
Danielle K.
Manager of Digital Merchandising, Enterprise
“Constructor since it has launched has allowed me to get so much time back. Rather than having to focus on what new keywords I need to watch out for from the shift of one season or holiday to the next, its learning and adjusting on its own. No more fussing around with manual search suggestions, or synonyms. I am able to focus on true conversion strategy and how to get more people to these more optimal pages.”
G2_Logo_Red_RGB
Lindy M.
Digital Optimization Specialist, Enterprise
“Constructor have been fantastic partners to the business, accommodating customisation to solutions to fit the needs of the brand. I appreciate their innovative spirit, supporting us to push the boundaries through opennes to trial and consulting us on further opportunities to continuously enhance CX. Ang as the Success Manager has been a real asset, liasing both business and technical requirements which has made collaboration seamless.”
G2_Logo_Red_RGB
Verified User in Retail
Enterprise
“I've been thoroughly impressed with Constructor's platform. Their search and browse products have improved our product rankings and dramatically reduced the need for human intervention to merchandise our results pages. Constructor's customer success team was instrumental in our success. We had many questions and they were always ready to assist. Responses have been quick and their people are very knowledgeable. The implementation process was easy and fast, allowing us to improve the customer experience in record time.”
G2_Logo_Red_RGB
Verified User in Retail
Enterprise
“Constructor's team is filled with genuine and kind people who want the best for you and your business. Constructor's support team is always available, willing, and eager to help us in any way they can. Working with them is easy, and they have found a way to make 'search' fun and enjoyable! Thank you to all who support us!”
G2_Logo_Red_RGB
Peter B.
Technical Product Owner, Enterprise

 

Is there room for improvement with your current search vendor?​ Find out.

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