Capture Revenue,
Not Just Relevance.
Optimize for Any Business Ecommerce KPI, Not Just Relevance
With every click, add to cart, and purchase, users are telling you what products they want to see.
Constructor uses this clickstream data to find the best rankings for your products across search, browse, and recommendations — all in real-time.
Don’t make vendor decisions based on marketing materials. Validate it.
See what Constructor’s ecommerce machine learning backed site search and discovery can do for you with your data.
"Constructor's entire product discovery platform allowed us to provide personalized results for all our users while actually optimizing for business results we care about."
"Our goal was to marry our strong merchant team’s abilities with AI-powered, smart product discovery tools, and Constructor allowed us to do just that.”
“Constructor allows us to easily load all our product data into the platform to optimise for our specific business KPIs. It can even provide a lens of personalization by re-ranking results with advanced machine learning. The Constructor dashboard is incredibly easy to understand and use.”
“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.”
“Constructor’s 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
“Our goal was to marry our strong merchant team’s abilities with AI-powered, smart product discovery tools, and Constructor allowed us to do just that.”
Venkatesh A.
Head of Engineering

“Constructor allows us to easily load all our product data into the platform to optimise for our specific business KPIs. It can even provide a lens of personalization by re-ranking results with advanced machine learning. The Constructor dashboard is incredibly easy to understand and use.”
Melissa Salipas
Senior Digital Product Manager at Target Australia
“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
VP of Merchandising
“Constructor’s 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
“Our goal was to marry our strong merchant team’s abilities with AI-powered, smart product discovery tools, and Constructor allowed us to do just that.”
Venkatesh A.
Head of Engineering
“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
VP of Merchandising
Don’t Blindly Trust the AI. Understand It.
Understand our inputs and see exactly how our algorithms are ranking your products, all while having full control over what your users see for any query. The era of “trust me” AI is over.
Personalize Your Entire Product Discovery Experience, In Real Time
Users expect ecommerce experiences to be personalized to their preferences. Constructor’s algorithms go past run-of-the-mill cohort personalization – after every action a user takes on your site, our systems learn and present the user with products specifically geared towards their shopping habits, in real-time.
Never Miss an Opportunity
Whether users are interacting in search, autosuggest, browse, recommendations, or elsewhere, Constructor’s systems are constantly learning from each other to give users better ecommerce integration that drives the metrics that matter most to you.
A complete set of product
discovery tools
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Search
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Autosuggest
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Browse
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Recommendations
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Collections
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Quizzes
Drive Business KPIs By Listening To Your Users
With every interaction, your users are telling you what products they want to see — and also which products drive your top business KPIs.
Autosuggest That Understands Your Users
Get your users where they want to go with autosuggest that understands words and their importance, corrects misspellings, and infers user intent faster than the user can type their query.
Make Browse Just as Powerful as Search
Constructor’s browse tools use the same machine learning algorithms as our search tools to ensure your browse pages serve products that make users happy and contribute to your bottom line.
Recommendations That Work For Your Bottom Line
Constructor’s recommendations give you the power to optimize for any business KPI — unit sales, AOV, margins, or anything else.
Collections: Personalized Landing Pages For Any Use Case
Constructor’s Collections tool allows you to quickly & easily create landing pages (like a planogram or an endcap display) based on automatic rules or manual lists of products.
Stop guessing what
your customers want. Ask them instead.
Drive more conversions and revenue, build stronger relationships, and reduce time to purchase based on information your customers want you to know.
Platforms
We’re eCommerce platform agnostic and can work with anyone. Below is a short list of some of the eCommerce platforms we work with and our customers use.