The search engine reasoning engine powering commerce discovery
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.
Smarter results, fueled by reasoning
Constructor ingests vast volumes of behavioral, contextual, and catalog data, ensuring the optimal results for each person— not just in search, but across onsite agents, browse, recommendations, and more.
The result? Personalized, thoughtful experiences that actually convert.
Constructor ingests vast volumes of behavioral, contextual, and catalog data, ensuring the optimal results for each person— not just in search, but across onsite agents, browse, recommendations, and more.
The result? Personalized, thoughtful experiences that actually convert.
Enabling every type of product discovery
AI Shopping Agents
Onsite Shopper Experiences
Search & Browse
Deliver personalized results for search and category pages
Recommendations
Help shoppers discover products they didn’t know they needed
Retail Media
Unlock paid revenue with relevant sponsored products and ads that don’t sacrifice customer experience
Collections
Build dynamic, curated product pages
Offsite Shopper Experiences
Email Recommendations
Show tailored content at scale to customers right in their inbox
SMS & Mobile Notifications
Drive faster decisions with the right product message at the right time
In-Store
Extend the intelligence of your online experience into the physical store
Answer Engine Assistants (Beta)
Provide real-time data to facilitate discovery and purchase via Answer Engines like ChatGPT
Insights & Automations
Agents that add ease and expertise
Help customers discover new products and solve lingering questions by interacting naturally across your site.
Connected experiences that make each other smarter
Reinforcement learning across a connected set of touchpoints ensures every discovery experience keeps getting smarter about your shoppers. This creates a single, holistic, personalized experience whether they search, browse, or interact with agents.
Product discovery for commerce is all we do.
We’ve built a sophisticated platform that solves optimally for this (and only this).
Recognition
The only product discovery vendor named a leader by 3 major analyst firms
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.
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
Request a Constructor Audit
- Analyze search results quality
- Uncover lost revenue opportunities
- Pinpoint irrelevant results from more complex queries
- Uncover UX opportunities for Search, Autocomplete, and PLPs
- Learn where agents can improve conversion on your site
- Identify high-friction points where agents can sustain customer momentum
- See in-market examples of agentic experiences relevant to your business
- Get a tailored set of recommended next steps for adding agentic experiences to your site