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.
+13%
in site conversions


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.
+15%
in revenue per user


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.
+5%
in revenue per visit


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


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%.
+A$13M
in search revenue


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.
+3.68%
in revenue per visitor


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.
+4%
in add-to-carts


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.
+10%
in search conversion rate


Backcountry is considered by many outdoor enthusiasts to be the place to search for and purchase the outdoor sporting gear they love.
Constructor drove 8% more RPV than Backcountry’s legacy search platform on Competitive Cyclist, on top of a 2% lift in RPV on Backcountry.com and Steep & Cheap.


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.


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.

Product discovery results you can trust — and verify.
Tangible ROI proven in under 4 weeks — learn how.
Product discovery results you can trust — and verify.
Tangible ROI proven in under 4 weeks — learn how.