Constructor

Categories: Business & Sales, E-commerce, Automation / Agents | Pricing: Enterprise | Official Website ↗

Constructor provides an AI-native product discovery platform for e-commerce, enhancing search, browse, recommendations, and shopping agents.

Constructor offers an AI-powered e-commerce search and product discovery platform designed to interpret shopper behavior, context, and intent. Its core Commerce Reasoning Engine delivers personalized product results across various touchpoints, including onsite search, category pages, recommendations, and AI shopping agents. The platform aims to optimize product discovery for retailers by providing relevant results and experiences. The platform includes features like AI Shopping Agents for natural language product finding, Product Insights Agents for personalized product questions, and Attribute Enrichment using GenAI to improve discoverability. It also supports offsite discovery through email, SMS, and mobile notifications, and provides merchant intelligence tools for analytics and experimentation. Constructor is API-first, headless, and composable, allowing integration with existing technology stacks.

Key Features

AI Shopping Agent
Product Insights Agent
AI-driven Search & Autosuggest
Personalized Browse pages
Product Recommendations
Retail Media for sponsored products
Dynamic Product Collections
Product Recommendation Quizzes

Pros

AI-native platform specifically for e-commerce product discovery
Uses a Commerce Reasoning Engine for deep understanding of shopper intent
Offers 'glassbox AI' for transparency in decision-making
API-first, headless, and composable for flexible integration
Supports both B2C and B2B e-commerce needs
High client retention rate and positive industry recognition

Cons

Pricing information is not transparently available
Primarily focused on enterprise-level retailers
Requires integration into existing e-commerce infrastructure
Some features like Merchant Intelligence Agent and Answer Engine Assistants are in Beta

Use Cases

Improving e-commerce search relevance and conversion
Personalizing product recommendations across channels
Automating product attribute enrichment
Creating AI-powered shopping assistants
Optimizing category page merchandising
Driving cross-channel marketing campaigns with product data

Best For

Enterprise e-commerce retailers
B2B e-commerce businesses
Fashion & Apparel retailers
Grocery retailers
Furniture & Home Goods retailers
Department & General Merchandise stores

Integrations: Shopify (mentioned in an event), Various retail consultants, systems integrators, and technology platforms (API-first)

Platforms: Web

Watch demo on YouTube ↗

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