AI Search & Product Discovery
Show the right products
to every shopper
Constructor doesn’t just personalize — it reasons.
Our AI-native platform interprets behavior, context, and intent to deliver high-converting results across every shopper touchpoint.




What We Do
Personalized discovery, optimized by advanced AI reasoning
Constructor ingests vast volumes of behavioral, contextual, and catalog data to fuel smarter decisions — not just in search, but across browse, recommendations, collections, and more. The result? Personalized experiences that actually convert.
Today’s shoppers expect more than keyword relevance. They expect the right product, in the right context, at the right moment. Constructor makes that possible, automatically.
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Deliver real-time personalization across search, browse, recommendations, and more
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Modernize your discovery experience with tested, cutting-edge innovations — like adaptive interfaces and AI agents — without overhauling your stack
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Maximize revenue lift through AI-powered reranking that continuously learns from real shopper behavior alongside product and catalog intelligence
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Add your expertise with intuitive, hands-on controls for merchandising, curation, and promotional logic — built for clarity, not guesswork
Product Suite
Bring together sitewide ecommerce search and product discovery, merchant solutions, and enterprise-ready delivery — all in one AI-powered, KPI-obsessed platform built for the results that matter to you.
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Generate customer-first, AI-powered ecommerce search results that increase critical revenue metrics.
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Deliver futuristic discovery experiences with engaging, conversational AI blended with 1:1 personalization.
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Drive personalized, optimized shopping experiences for each customer on every category page.
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Complement and optimize the shopping experience with the right recommendations for each customer at exactly the right time.
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Automatically organize products into themed, personalized landing pages to create a shopping experience that sparks joy — and ROI.
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Drive more revenue and build stronger relationships based on information your customers want you to know.
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Manage your entire product discovery experience in one platform — and then level up with actionable insights and predictive analytics.
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Kick manual work aside and let AI enrich product and category attributes your customers need to find the items they love.
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Recognition
We’ve helped the world’s biggest ecommerce brands reach new heights. And our results get noticed.
Backed by tangible results
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.







How Petco drove a 13% lift in ecommerce conversions with Constructor
Learn about The Very Group's journey to a composable, next-generation ecommerce experience with Constructor
How Petco drove a 13% lift in ecommerce conversions with Constructor
Learn about The Very Group's journey to a composable, next-generation ecommerce experience with Constructor
How Petco drove a 13% lift in ecommerce conversions with Constructor
Learn about The Very Group's journey to a composable, next-generation ecommerce experience with Constructor
How Petco drove a 13% lift in ecommerce conversions with Constructor
Learn about The Very Group's journey to a composable, next-generation ecommerce experience with Constructor
Our Team
Enterprise ecommerce search and product discovery is the only thing we do.

That means we understand your market. Your challenges. And the level of support you expect when you’re using advanced AI software. Unlike other solutions, Constructor’s technology is built for you.
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Get white-glove service from your dedicated Customer Success Manager – an expert in ecommerce themselves
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Contact us anytime on email, Slack, Teams, or phone
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Get personalized onboarding and extensive training for your teams — plus training for new features, and new team members
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Optimize your growth and revenue with quarterly performance reviews
API First
You name it, we integrate with it
Constructor is API-first, headless, composable, and platform-agnostic, so it integrates easily with your existing technology stack.
Get everything you need to connect your ecommerce platform, PIM data, CDP, and more.