Customer Spotlight

Constructor serves billions of queries every day, generating conversion and user experience improvements essential to our customers’ success.

Search Revenue




Target Australia

Search Revenue



Revenue Lift


Conversion Rate


Life is Good

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

With Cognitive Embeddings Search, 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

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 of Home24
Gianluca Randisi
VP of Product @home24
Target Australia

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

"The Constructor dashboard is incredibly easy to understand and use. Constructor has always made themselves available to help us. It's refreshing to work with a team who's more than willing to jump on last-minute calls to help us get the most out of the platform."
Melissa Salipas
Senior Product Manager @ Target Australia

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
Curtsy 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.


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

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 and Steep & Cheap.

8% Lift

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.

Petflow is a leading online retailer for pet products.

Constructor drove 29% more conversions across the site than PetFlow’s legacy search platform, on top of a 30.6% lift in RPV and a 2.5% lift in 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.

16.5% Lift

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.

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