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Compare Constructor to FactFinder
A smarter alternative to FactFinder — prove ROI in under 4 weeks

Stop Losing Revenue to Outdated Search

Transform every shopper session with Constructor’s AI-first, ecommerce-first Search and Product Discovery.

Constructor helps enterprise ecommerce teams deliver 1:1 personalized, revenue-driving discovery experiences — powered by AI, proven by customers, and trusted by analysts.

  • Tired of putting in the work but seeing no uplifts where it matters?
  • Struggling with irrelevant results or underperforming pages?
  • Want faster time-to-value from your discovery platform?
Switch to the AI-first platform that optimizes for the ecommerce metrics you care about.
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Verify our results with a demo

Trusted by Global Retailers

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

What Real Users Say on G2

How Constructor Stands Out Against FactFinder

Constructor is consistently rated higher than FactFinder across every key satisfaction metric — from ease of use to ROI timeline. See a detailed analysis of Constructor and FactFinder by users on G2 and chat with us to learn how you can see revenue impact in under 4 weeks.

Analyst validation — not just vendor claims.

Constructor Named a Leader in 2025 Gartner Magic Quadrant™

gartner-mq-2025-resources-hub-cover-562x562@2x (2)

In the 2025 Magic Quadrant™ for Search and Product Discovery, Gartner recognized Constructor as a Leader based on our completeness of vision and ability to execute.

We are ranked #1 in areas of AI and innovation including:

  • Vertical-specific LLMs designed for ecommerce
  • A personalization neural network for shopper intent and context
  • Transparent AI-based ranking and scoring for full merchant control

This reflects Constructor’s ongoing leadership in commerce-focused AI, combining cutting-edge models with the real-world tooling enterprise teams need.

Gartner, Magic Quadrant for Search and Product Discovery, March 2025. Gartner does not endorse any vendor, product or service depicted in its research publications and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. © 2025 Gartner, Inc. and/or its affiliates. All rights reserved. Used with permission.

Product Suite

Bring together sitewide ecommerce search and product discovery, merchant solutions, and enterprise-ready delivery — all in one AI-powered, KPI-obsessed platform built for the results that matter to you.

 

 

 

  • Generate customer-first, AI-powered ecommerce search results that increase critical revenue metrics.

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  • Drive personalized, optimized shopping experiences for each customer on every category page.

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    browse@2x
  • Complement and optimize the shopping experience with the right recommendations for each customer at exactly the right time.

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    image 435
  • Automatically organize products into themed, personalized landing pages to create a shopping experience that sparks joy — and ROI.

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    collections@2x
  • Deliver futuristic discovery experiences with engaging, conversational AI blended with 1:1 personalization.

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    mobile-asa@2x
  • Drive more revenue and build stronger relationships based on information your customers want you to know.

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    mobile-quizzes@2x
  • Manage your entire product discovery experience in one platform — and then level up with actionable insights and predictive analytics.

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    merchant-tools-intelligence@2x
  • Kick manual work aside and let AI enrich product and category attributes your customers need to find the items they love.

    Learn More
    attribute-enrichment@2x

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

The gold standard for enterprise ecommerce search and product discovery

[LANDING PAGE] G2 Grid Leader Badge SVG
[LANDING PAGE] G2 Best Support Badge SVG
[LANDING PAGE] G2 High Performer Enterprise Badge SVG
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2023Q3_Commerce Search And Product Discovery_179318_SP (1)
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Level Up with Constructor.

Modern product discovery isn’t rocket science—it’s data science done right.

Stop settling for “good-enough” relevance. Upgrade to attractive experiences that convert
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Looking for an alternative to FactFinder? Constructor is the only AI-first product-discovery platform built for enterprise ecommerce search, browse, recommendations, and merchandising. Unlike keyword-based engines that require constant rule-tuning, Constructor leverages verified shopper behavior, large-language models, and machine-learning optimizers to lift revenue faster—often proving tangible ROI in under 4 weeks. Compare Constructor vs. FactFinder side-by-side, explore our G2 leader ratings, and start your free Proof Schedule today to experience the next standard in ecommerce growth.

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