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Compare Constructor to Bloomreach
Tangible ROI in 4 Weeks

Discover why our Native Commerce Core™ beats Bloomreach — every time.

Transform your online experience with the power of our AI-first, ecommerce-first technology.

Unlike our competitors in the commerce search space, Constructor Product Discovery was built with LLMs, machine learning, and transformers at the very core. The results?

Objectively better personalized experiences across all website interactions that lead to increased conversions and revenue. Book a demo and test it out during a free Proof Schedule™.

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Verify our results with a demo

Customers who verified and continue to see the 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
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

Native AI vs. duct-taped tech

Where other vendors start with open-source keyword matching and vector-centric engines then bolt AI on top (by acquiring technology), Constructor is the only product discovery solution with a proprietary, native core that is specifically built for ecommerce personalization and success.

Leveraging clickstream analysis, large language models, and transformers (the "T" in ChatGPT), we serve billions of queries daily, generating metrics essential to our customers’ success like revenue, search conversions, and profit.

Continually learning from every single customer interaction, our Native Commerce Core™ drives next-level personalization. Every search informs a browse, every quiz influences a recommendation, and every interaction makes your platform smarter. Just the way it should be.
  • Robust merchant tooling: Transparent AI/ML optimization giving merchandisers strategic control rather than manual work overload
  • Future-forward product roadmap: Deep expertise in commerce issues and needs, partnering with our customers to build better solutions
  • Easy to use: Advanced functionality off the shelf
  • Partner friendly: API-first, composable, and headless for fast time to market
  • Commitment to customer success: Ongoing white-glove support and proactive updates for better KPIs
Book a Demo
That’s why we’ve never lost an A/B test in driving business metrics that matter. And we can prove it.
Customer Stories
britt-ballard
Utadi-Murphy
sharon-gautschi
britt-ballard
Utadi-Murphy
sharon-gautschi
britt-ballard
Utadi-Murphy
sharon-gautschi
britt-ballard
Utadi-Murphy
sharon-gautschi
bonobos-black

"Actually optimizing for business metrics we care about."

"With our legacy search vendor, 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 business results we care about."

Britt Ballard
Senior Director of Engineering, Bonobos
target-au-black

"We’re thrilled with the results we’ve seen..."

"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
rugs-direct-black

"A rare combination."

"Other vendors claimed that they had Al capabilities, but either it wasn't clear where the technology was applying their learnings, or Al was slated somewhere far down on the roadmap. 

Al 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
VP of Merchandising, Rugs Direct
bonobos-black

"Actually optimizing for business metrics we care about."

"With our legacy search vendor, 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 business results we care about."

Britt Ballard
Senior Director of Engineering, Bonobos
target-au-black

"We’re thrilled with the results we’ve seen..."

"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
rugs-direct-black

"A rare combination."

"Other vendors claimed that they had Al capabilities, but either it wasn't clear where the technology was applying their learnings, or Al was slated somewhere far down on the roadmap. 

Al 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
VP of Merchandising, Rugs Direct
bonobos-black

"Actually optimizing for business metrics we care about."

"With our legacy search vendor, 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 business results we care about."

Britt Ballard
Senior Director of Engineering, Bonobos
target-au-black

"We’re thrilled with the results we’ve seen..."

"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
rugs-direct-black

"A rare combination."

"Other vendors claimed that they had Al capabilities, but either it wasn't clear where the technology was applying their learnings, or Al was slated somewhere far down on the roadmap. 

Al 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
VP of Merchandising, Rugs Direct
bonobos-black

"Actually optimizing for business metrics we care about."

"With our legacy search vendor, 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 business results we care about."

Britt Ballard
Senior Director of Engineering, Bonobos
target-au-black

"We’re thrilled with the results we’ve seen..."

"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
rugs-direct-black

"A rare combination."

"Other vendors claimed that they had Al capabilities, but either it wasn't clear where the technology was applying their learnings, or Al was slated somewhere far down on the roadmap. 

Al 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
VP of Merchandising, Rugs Direct

The gold standard for enterprise ecommerce search and product discovery

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Level Up with Constructor.

Modern product discovery isn’t rocket science — it’s data science. Where others go broad, we go deep. When it comes to the quality of our solution, we leave no stone unturned and are always innovating to drive incremental improvements.
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