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      Constructor is a leader in the IDC marketscape

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          Learn about the components of Constructor's advanced, AI-powered product discovery suite.

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          With AI in our DNA and by keeping ecommerce as our core focus, we’ve built the best product search and discovery solution specifically for the unique needs of retailers.

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          Constructor is building the next generation of search solutions.

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  • Native Commerce Core™
    • IDC-marketscape-q4-2024-resources-hub-cover-562x562@2x

      Constructor is a leader in the IDC marketscape

      Constructor is a Leader in the IDC MarketScape on Worldwide Knowledge Discovery Software for External-Facing Use Cases, 2024.

        • Search & Autosuggest

          Hyper-personalized ecommerce search driven by AI and real-time shopper behavior.

        • Browse

          Personalize your ecommerce category pages for maximum conversions.

        • Recommendations

          Drive upsells and increase RPV with hyper-personalized product recommendations.

        • Collections

          Dynamic, personalized ecommerce collection pages that learn from every search, click, and purchase.

        • Quizzes

          Create smart product recommendation quizzes that drive shopper engagement.

        • Merchant Controls & Intelligence

          Get the ecommerce merchandising controls and insights you need to make high-impact changes that drive revenue.

        • Attribute Enrichment

          Automatically enrich product attributes and categories to give shoppers the best possible experience.

        • AI Shopping Assistant

          Help your online customers discover great products faster.

        • Retail Media

          Constructor Sponsored Listings complement (instead of compete with) your organic results.

        • Cross-Channel & Offsite Discovery

          Create and launch personalized, data-driven marketing campaigns across digital channels.

        • B2B Use-Cases

          Product discovery technology that’s purpose-built to handle the complex needs of B2B ecommerce.

  • Customers
    • Beyond Relevance Featured

      Beyond Relevance Report

      The Data-Backed Case for Attractiveness as the New Standard for Ecommerce Search Performance.

        • Upcoming Events

          Visit us in person at ecommerce industry events.

        • Reports & Guides

          New research, guidance, and insights for the future of retail.

        • Webinars

          Educational webinars, conversations with Constructor partners, and more.

        • Blog

          The latest ideas and news from the frontier of commerce search and discovery.

        • Split/Test Digest

          The most interesting learnings from A/B testing at Constructor.

        • News

          Read Constructor's latest news coverage and press announcements.

        • Documentation

          Learn about the components of Constructor's advanced, AI-powered product discovery suite.

        • About Us

          With AI in our DNA and by keeping ecommerce as our core focus, we’ve built the best product search and discovery solution specifically for the unique needs of retailers.

        • Partners

          Constructor partners with the world’s top retail consultants, systems integrators, and technology platforms.

        • Careers

          Constructor is building the next generation of search solutions.

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Customer Success Stories

Learn how enterprise brands and retailers use Constructor

Constructor serves billions of queries every day, generating metrics essential to our customers’ success. Learn what inspired these customers to try Constructor — and what results they were able to see. 

woman at kiosk Mannequin Rolls of fabric Man with a clipboard
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
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Petco Logo
A leading pet health and wellness retailer in North America, Petco is committed to connecting people, pets, and products.
Driving cumulative lifts over time, Constructor helped Petco gain millions of dollars in additional revenue by improving the customer experience onsite.
View Case Study
+13%
in site conversions
“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 headshot
Tony Gabriele
VP Digital Strategy, Petco
home 24 black logo
home24 is a leading home living ecommerce company that has grown to over €600 million in annual revenue.
Constructor drove a double-digit lift in search conversion rates for home24, as well as incremental lifts in revenue with Cognitive Embeddings Search.
View Case Study
Double-digit lift
in search conversion rate
"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 headshot
Gianluca Randisi
Chief Product Officer, home24
Target AU black logo
For more than 95 years, Target Australia has provided customers with amazing experiences by offering high quality products at the lowest prices.
Constructor drove a +A$13M lift in search revenue and decreased Target Australia’s bounce rate by 91%.
View Case Study
+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 headshot
Utadi Murphy
General Manager, Digital & Ecommerce, Target AU
White Stuff logo
Founded in 1985 as a small T-shirt business to fund ski trips to the French Alps, White Stuff has grown into what is today an iconic apparel brand in the United Kingdom and EU.
Constructor drove a 21% lift in search conversion rate, as well as significant lifts in AOV and search transactions.
View Case Study
+21%
in search conversion rate
"Constructor isn’t built upon legacy platforms that have sort of evolved and evolved. It feels very fresh and built for clothing retail…The adoption from the team was so much faster and so much more intuitive, and we could go onto the more advanced stuff and start gaining more insight."
Ross Loughlin headshot
Russ Loughlin
Head of Ecommerce, White Stuff
Fisheries Supply black logo
Fisheries Supply is a B2B marine parts supplier and one of the largest distributors of marine products in the United States.
With improved search and browse, Fisheries Supply is consistently serving attractive results and providing an improved B2B customer experience on top of revenue lifts.
View Case Study
+15%
in revenue per user
"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 we value in a software partner.”
Kyle Sutter headshot
Kyle Sutter
VP of Technology, Fisheries Supply
Grove Collaborative black logo
Grove Collaborative is the world’s first plastic-neutral ecommerce company and supplier for brick-and-mortar retailers.
Since implementing Constructor products in 2023, Grove Collaborative has seen considerable return on their investment.
View Case Study
20.07X
in overall ROI
"The Constructor partnership has been great. The team is very supportive [and] responsive to our questions and needs that we express. From the beginning, I have felt that they listen closely to understand our goals and take our questions and feedback seriously."
Grove Co. product
Allie Andersen
Senior Site Merchandising Manager, Grove Collaborative
Bonobos black logo
Bonobos, a fast-growing digitally native brand with an expanding catalog and a growing multi-channel strategy, lives and breathes online clothes shopping.
Constructor drove 9% more search revenue than Bonobos’ legacy search platform, on top of a 6% lift in browse conversions, a 92% lift in recommendations conversions, and a 22% lift in recommendations AOV.
View Case Study
+92%
in recommendations conversions
"With Elasticsearch, we struggled to provide our customers with an advanced, enjoyable product discovery experience, and other vendors struggled to provide value during sales conversations. Constructor changed that. Not only did they provide actionable insights about our site during the sales process, but their entire product discovery platform allowed us to provide personalized results for all our users while actually optimizing for the business results we care about."
Britt Ballard headshot
Britt Ballard
Senior Director of Engineering, Bonobos
Swim Outlet black logo
SwimOutlet is the largest online specialty store for swimming, active recreation, triathlon, beach, and water sports in North America and the premier online destination for all things swim, with over 25 million swimsuits sold to date.
With a high-performing product discovery experience, SwimOutlet can now focus on other additional ways to drive revenue and profit throughout their site.
View Case Study
+3.68%
in revenue per visitor
"No one at Algolia says, 'Hey, we want to help you drive the best results,' whereas we can see that Constructor is focused on helping us drive incremental revenue. That's a breath of fresh air."
Alexander Sienkiewicz headshot
Alexander Sienkiewicz
Chief Marketing Officer, SwimOutlet
Maxeda black logo
Maxeda DIY Group is the largest home improvement retailer in Belgium, the Netherlands, and Luxembourg with over 300 stores in the region (Praxis, Brico, and BricoPlanit).
With a suite of Constructor solutions including Merchant Intelligence, Maxeda DIY saw measurable lifts in the metrics that matter most to them.
View Case Study
+4%
in add-to-carts
"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 headshot
Oleksandra Grafova
Manager Digital @ Maxeda DIY Group
Curtsy black logo
Curtsy is a sustainable women’s fashion marketplace serving millions of U.S. shoppers and sellers. See how their switch from Algolia to Constructor transformed search from a frustrating, deprioritized feature to a key competitive advantage.
Curtsy achieved a 10% lift in search conversion rate with Constructor.
View Case Study
+10%
in search conversion rate
"With Constructor, we're discovering new opportunities to drive people to the search page. Instead of a buried feature, search is now something that we actually want people to see — and we're finding new ways to get them there."
Eli Allen headshot
Eli Allen
Founder and CTO, Curtsy
Rugs Direct black logo
Rugs Direct is the nation’s leading source for area rugs. It boasts a vast yet curated assortment of premier rugs for both consumers and trade professionals.
Constructor generated a 16.5% increase in average order value compared to Rugs Direct’s legacy search platform, on top of a 13.5% lift in revenue per visitor — two of Rugs Direct’s most valuable business KPIs.
View Case Study
+16.5%
in average order value
"Other vendors claimed that they had AI capabilities, but either it wasn't clear where the technology was applying their learnings, or AI was slated somewhere far down the roadmap. AI is inherent in the foundation of Constructor's technology and they demonstrated that they could align their tool with the business KPIs that I cared about. The Constructor team has a forward-thinking product, and they continue to deliver impressive customer service. That's a rare combination."
Sharon Gautschi headshot
Sharon Gautschi
Chief Merchandising Officer, Rugs Direct
Princess Auto black logo
Princess Auto is a privately owned Canadian retail chain founded in 1933 that’s focused on providing unique tools and equipment to tradespeople, farmers, inventors and industrial workers across Canada.
Constructor generated a 22% increase in conversion rate compared to Princess Auto’s legacy search platform, on top of a 14% lift in AOV and a 247% lift in revenue per visit.
View Case Study
+22%
in conversion rate
"Many tools take a long time to engrain into your business, and it can be a while before you see results. Constructor proved to be different. After installing Constructor, we saw great results nearly immediately - conversion rates are up, our customers are finding what they need faster, more users are using search - because it works. The proof process also allowed us to find and act on valuable insights within our existing manual processes long before we actually went live."
Dave Matthes headshot
Dave Matthes
Imagination Leader, Princess Auto Ltd.

Uncover lost revenue opportunities with a complimentary Search Experience Audit.

According to the 2024 State of Ecommerce Search & Product Discovery Survey, nearly 70% of shoppers think the search function on retail websites needs an upgrade. Our team has run over 1000 A/B tests to identify easy-to-implement algorithmic and UX improvements that get results. Use their research to your advantage with a complimentary Search Experience Audit — no strings attached.

Request an Audit
  • Analyze your search results quality
  • Identify "no results" pages
  • Pinpoint irrelevant results for long-form queries
  • Uncover UX opportunities for Search, Autocomplete, and PLPs

According to the 2024 State of Ecommerce Search & Product Discovery Survey, nearly 70% of shoppers think the search function on retail websites needs an upgrade. Our team has run over 1000 A/B tests to identify easy-to-implement algorithmic and UX improvements that get results. Use their research to your advantage with a complimentary Search Experience Audit — no strings attached.

Request an Audit
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