Customer Success Stories

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. 

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.


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.”
petco store
Tony Gabriele
VP Merchandising, Petco

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.

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
VP of Product @home24

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%.


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
General Manager, Digital & Ecommerce, Target AU

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.


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
VP of Technology, Fisheries Supply
constructor grove collaborative

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.


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."
Allie Andersen
Senior Site Merchandising Manager @ Grove Collaborative

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.

Life Is Good is an iconic “Positive Lifestyle” brand across apparel, accessories, and housewares.

Constructor drove a 5% increase in revenue per visit and a 2% increase in conversion rate on top of an 8% decrease in reformulated searches.


in revenue per visit

"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."
Nicole Bragg
Senior Merchandising Manager @ Life Is Good

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.


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
Chief Marketing Officer @ SwimOutlet
Maxeda DIY Group 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.


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
Manager Digital @ Maxeda DIY Group

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.


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
Founder and CTO @ Curtsy

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.

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.

See how Constructor can help unlock the potential of your search and product discovery experience.

Your customers demand a personalized shopping experience, and any friction felt is a customer lost. Book a demo to understand how our composable, AI-powered technology surfaces merchandising data, personalizes the user experience, and increases revenue.

Product discovery results you can trust — and verify.

Book a demo with a Constructor product discovery specialist.

Tangible ROI proven in under 4 weeks — learn how.