Holistic ecommerce search and product discovery. Obsessed with tangible results.

Bring together sitewide ecommerce search and product discovery, merchant solutions, and enterprise-ready delivery — all in one Al-powered, KPI-obsessed platform built for the results that matter to you.

Tangible ROI proven in under 4 weeks — learn how.

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The ecommerce world doesn’t need another stale keyword or vector search engine. It does need:

product discovery purpose-built for enterprise ecommerce KPIs
truly personalized experiences powered by customer clickstream data and transformers (the “T” in ChatGPT)
solutions that empower ecommerce teams to be strategic and agile by removing time-consuming manual tasks

Explore our ecosystem

Native Commerce Core™

Learning from every interaction in the shopper journey to power Constructor solutions sitewide, our Native Commerce™️ AI core is the heart of Constructor product discovery.

Search

Generate customer-first, AI-powered ecommerce search results that increase critical revenue metrics.

Browse

Personalized, optimized shopping experiences for each customer on every category page.

Recommendations

Complement and optimize the shopping experience with the right recommendations for each customer at exactly the right time.

Collections

Automatically organize products into themed, AI-powered, personalized landing pages to create a shopping experience that sparks joy — and ROI.

Quizzes

Drive more revenue and build stronger relationships based on information your customers actually want you to know.

Merchant Tools

Manage your entire product discovery experience in one platform — and then level up with actionable insights and predictive analytics.

Attribute Enrichment

Kick manual work aside and enrich the product and category attributes your customers need to find the products they love.

Constructor is the gold standard for enterprise ecommerce search and product discovery.

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.”

Read the full case study >

Britt Ballard

Senior Director of Engineering, Bonobos

In-house build? Overkill.

Legacy keyword search? Ancient history.

At Constructor, we use modern clickstream analysis and large language models to deliver ecommerce search and discovery success stories that speak for themselves.

Contextual and personalized ecommerce search and discovery results based on user behavior
Deep expertise in search, advanced AI/ML, and data science, powered by clickstream data and large language models (LLMs)
Advanced functionality off the shelf
API-first, composable, and headless for fast time to market
Ongoing white-glove support and proactive updates
Built specifically for enterprise ecommerce

Legacy Search Platforms

Outdated algorithms rely on keyword matching and/or vector search, which is not designed (or optimizable) for ecommerce
Al for Al's sake, not optimized for business KPIs
Generic search results erode your merchandising efforts
Doesn't learn from customer behavior
Customer support complaints
Generalist focus leads to mediocre results

Building In-House

Generalist focus leads to mediocre results
Unnecessary drain on your engineering talent
Poor merchandising experience with lack of controls and insights
Adds complexity to development cycles
No out-of-the-box components or libraries
Extra years of development work
Integrations alone become full-on initiative

Powering tens of millions of smiles daily from our customers — and theirs.

I highly recommend reaching out to Constructor.

Aside from the big conversion wins, we love the ease-of-use, extremely hands-on support, and straight-up pleasant experience that comes from working with Constructor. If you’re an enterprise retailer looking to ramp up search, I highly recommend reaching out to Constructor.”

Gianluca Randisi

VP of Product, home24

Read full case study >

"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."

“Aside from the big conversion wins, we love the ease of use, extremely hands-on support, and straight-up pleasant experience that comes from working with Constructor.”

“Constructor allows us to easily load all our product data into the platform to optimise for our specific business KPIs. The Constructor dashboard is incredibly easy to understand and use.”

Built by top search engineers and data scientists. Supported by friendly folks who'll know your name.

Advanced software isn’t enough without proper support to maximize its potential. With Constructor, you get full access to professional Customer Success Managers, extensive team training, performance reviews, and chat support.

White glove service is our standard practice
Open lines of communication (email, Slack, Teams, or phone)
A dedicated team of professionals who know you and your business
Personalized customer onboarding and training — including for new features and new members joining your team
Quarterly business reviews

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.

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.

Plays well with others

Constructor is API-first, headless, and composable for easy integration with your software. We’re continually building connectors for even easier integration with major ecommerce platforms. Learn more about our open ecommerce philosophy.

Holistic ecommerce search and product discovery. Obsessed with tangible results.