About
Constructor is a comprehensive AI-powered ecommerce search and product discovery platform recognized as a Leader in The Forrester Wave™: Commerce Search And Product Discovery Solutions. Unlike generic search tools, Constructor is built exclusively for retail and ecommerce, optimizing every touchpoint in the shopper journey to improve revenue-per-visitor (RPV), conversion rates, and basket size. The platform's Native Commerce Core™ includes a full suite of capabilities: hyper-personalized Search & Autosuggest, AI-driven Browse and category pages, intelligent Product Recommendations, and dynamic Collections pages that adapt from shopper behavior. It also features an AI Shopping Agent to accelerate product discovery, an AI Product Insights Agent that answers customer questions directly on Product Detail Pages, and Retail Media with sponsored listings that complement organic results. Constructor supports a wide range of industries including B2C retail, B2B ecommerce, fashion & apparel, grocery, furniture, and department stores. Advanced Merchant Controls & Intelligence give merchandisers actionable insights and easy levers to drive high-impact changes. Attribute Enrichment automatically improves catalog data quality, while Cross-Channel & Offsite Discovery enables personalized marketing campaigns across digital channels. The platform is purpose-built for enterprise teams seeking measurable ecommerce outcomes through AI and data-driven personalization.
Key Features
- AI-Powered Search & Autosuggest: Delivers hyper-personalized search results and autocomplete suggestions driven by real-time shopper behavior and NLP, increasing relevancy and click-through rates.
- Personalized Browse & Collections: Dynamically optimizes category and collection pages for each shopper, learning from every search, click, and purchase to surface the most relevant products.
- AI Shopping & Product Insights Agents: An AI Shopping Agent accelerates product discovery, while the AI Product Insights Agent answers shoppers' final buying questions directly on Product Detail Pages.
- Retail Media & Sponsored Listings: Constructor's Retail Media solution places sponsored listings that complement organic results, monetizing search without degrading the shopper experience.
- Attribute Enrichment & Merchant Controls: Automatically enriches and categorizes product catalog data while giving merchandisers powerful controls and intelligence dashboards to make high-impact changes.
Use Cases
- An enterprise fashion retailer uses Constructor to personalize category pages and search results based on each shopper's browsing history, increasing conversion rates season over season.
- A B2B distributor deploys Constructor to handle complex product catalogs with thousands of SKUs, enabling buyers to quickly find the exact parts or supplies they need.
- A grocery chain uses Constructor's AI-powered recommendations and browse personalization to help shoppers fill their baskets faster and discover new relevant products.
- A large department store monetizes its ecommerce search with Constructor's Retail Media sponsored listings while maintaining a high-quality organic shopping experience.
- An online furniture retailer uses Constructor's AI Product Insights Agent to answer shoppers' final purchase questions on PDPs, reducing drop-off and increasing buyer confidence.
Pros
- Purpose-built for ecommerce KPIs: Every feature is designed to optimize revenue, conversion, and basket size — not just search relevance — making it uniquely aligned with retail business goals.
- Comprehensive product discovery suite: Covers the full shopper journey from search and browse to recommendations, collections, retail media, and cross-channel campaigns in a single platform.
- Enterprise-grade AI and personalization: Recognized as a Forrester Wave Leader, Constructor offers proven AI and NLP capabilities trusted by large-scale enterprise retailers worldwide.
Cons
- Enterprise-focused pricing: Constructor is designed for enterprise ecommerce, making it likely cost-prohibitive for small or mid-sized businesses with limited budgets.
- Implementation complexity: As a comprehensive platform suite, onboarding and integration may require significant technical resources and a dedicated implementation process.
Frequently Asked Questions
What makes Constructor different from standard site search tools?
Constructor is built exclusively for ecommerce and optimizes for business KPIs like revenue-per-visitor and conversion rate, not just search relevance. It learns from real-time shopper behavior to personalize every result.
What industries does Constructor support?
Constructor supports B2C retail, B2B ecommerce, fashion & apparel, grocery, furniture & home goods, and department/general merchandise stores.
Does Constructor support AI agents?
Yes. Constructor offers an AI Shopping Agent that helps customers discover products faster and an AI Product Insights Agent that answers shopper questions directly on product detail pages.
Can Constructor handle large product catalogs?
Yes. Constructor is designed for enterprise-scale catalogs and includes Attribute Enrichment to automatically improve catalog data quality and organization.
Does Constructor integrate with Shopify?
Constructor partners with top technology platforms including Shopify, and supports cross-channel discovery and marketing integrations for major ecommerce ecosystems.
