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.

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Enabling every type of product discovery

Answer Engine Assistants (Beta)

Provide real-time data to facilitate discovery and purchase via Answer Engines like ChatGPT

Insights & Automations

Merchant Intelligence Agent (Beta) \Research, understand and fix what’s behind every result and ranking
Attribute Enrichment \Enrich product and category attributes using GenAI to improve discoverability
Merchandiser Controls \Gain insight from dashboards and reports, set controls and run experiments

Agents that add ease and expertise

Help customers discover new products and solve lingering questions by interacting naturally across your site.

See our Product Insights Agent

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.

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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

\Constructor is a Leader in The Forrester Wave™: Commerce Search And Product Discovery Solutions, Q3 2025](https://info.constructor.com/forrester-wave-2025-commerce-search)
\Constructor named as a Leader in the Gartner® Magic Quadrant™ for Search & Product Discovery, 2025](https://info.constructor.com/gartner-mq-2025-search-product-discovery)
\Constructor is a Leader in the IDC MarketScape](https://info.constructor.com/idc-marketscape-worldwide-retail-genai-driven-product-discovery-and-search-tools-2025-2026)

How Petco drove a 13% lift in ecommerce conversions with Constructor

“The thing we liked about Constructor was that not only was it real AI, specifically made for our industry, but that their AI is incredibly transparent. None of it is black box – so we don't have to guess what it's doing or why – and when we have questions, the Constructor team is always happy to talk us through it. We evaluated every vendor on the market, and Constructor was just different. The system is easy to use, the team is motivated and delightful to work with, and most importantly, it paid for itself plus the cost of switching in less than a year after we implemented it."

Tony Gabriele

VP Digital Strategy, Petco

Learn about The Very Group's journey to a composable, next-generation ecommerce experience with Constructor

“What we loved about Constructor was the fact that it’s built on true glassbox AI that will merchandise our product catalog and our product categories for us, and will do it in a way that helps us to understand why it’s made the choices it's made, gives our human beings the opportunity to intervene when we think there’s a real need, all while creating an ecosystem where we can work with Constructor to challenge the algorithm and continue to tweak and evolve it.”

Paul Hornby

Digital Customer Experience Director, The Very Group

Request a Constructor Audit

Get a custom brief of how product discovery can improve on your site. Emailed directly to you.

Search Audit

Analyze search results quality
Uncover lost revenue opportunities
Pinpoint irrelevant results from more complex queries
Uncover UX opportunities for Search, Autocomplete, and PLPs

Agentic Audit

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