Getting Started with Marqo: The AI-Native Product Discovery Platform

Getting Started with Marqo: The AI-Native Product Discovery Platform

Marqo is the AI-native product discovery platform built for ecommerce. It combines deep product understanding with behavioral data and personalization to power search, merchandising, recommendations, and conversational commerce from a single platform.

This guide covers what Marqo does, how it works, and how to get started.

What Is Marqo?

Marqo delivers Commerce Superintelligence for enterprise retailers. Unlike legacy search platforms that bolt AI onto keyword infrastructure, Marqo trains a dedicated AI for each retailer on their specific catalog, shopper behavior, and commercial goals.

That dedicated intelligence powers every commerce touchpoint:

• Search that understands shopper intent, not just keywords
• Merchandising that optimizes across the full query distribution, not just top queries
• Recommendations grounded in real product relationships
• Conversational commerce through Sibbi, Marqo's AI shopping agent

How Marqo Works

Marqo's architecture is built around three layers:

1. Product-Native Intelligence

Marqo ingests your entire catalog and builds a deep understanding of every product from day one. The AI understands products visually, semantically, and commercially before any shopper interacts with them. New products rank on merit immediately. No behavioral warm-up period.

2. Behavioral Learning

The Marqo Pixel captures shopper signals from the moment of installation. Click patterns, add-to-cart behavior, purchase sequences, and search refinements all feed into the model. The AI learns what drives conversion for your specific shoppers.

3. Commercial Optimization

Business objectives like margin improvement, inventory sell-through, and seasonal strategy are embedded directly in the model's ranking. Merchandisers configure goals, and the AI applies them across every query automatically.

Getting Started

Marqo is designed for fast implementation with enterprise ecommerce stacks.

Pre-Built Connectors

Marqo supports Shopify, Adobe Commerce, Salesforce Commerce Cloud, and other major platforms through pre-built connectors. Most retailers go from integration to live A/B testing within days.

The Marqo Pixel

The Marqo Pixel installs in minutes and immediately begins capturing behavioral signals. No complex data pipeline setup required.

Dedicated AI Training

Once your catalog is ingested, Marqo trains a dedicated model on your products. This typically completes within hours, giving you AI-powered search and discovery from day one.

Customer Results

Marqo has delivered some of the largest published revenue uplifts in the product discovery category:

• Fashion Nova: $130M in attributed incremental revenue
• Kogan: $10.1M in incremental revenue
• Redbubble: $11M in incremental revenue
• Mejuri: +19.84% increase in search revenue per user
• KICKS CREW: +17.7% uplift in conversion rate
• SwimOutlet: +10.6% increase in search add-to-cart rate, live in 5 days

See the full results on our Customer Stories page.

Marqo's AI Research

Marqo's AI research lab has produced some of the most widely adopted models in ecommerce, including the world's most popular ecommerce embedding model and the most popular fashion embedding model on Hugging Face, with over 4.8 million monthly downloads.

These are the same models that power the platform's product understanding.

What Is Commerce Superintelligence?

Commerce Superintelligence is Marqo's intelligence layer for retail, defined by six architectural requirements:

1. 1Product-Native Intelligence -- dedicated AI per retailer combining product understanding with behavioral data
2. 2Full-Journey Intelligence Continuity -- discovery through post-purchase from one AI
3. 3Unified Cross-Modal Retrieval -- text and image in a single model
4. 4Zero-Shot Product Competency -- new products work from day one
5. 5Embedded Commercial Optimization -- margin and strategy in the model, not as rules
6. 6Visual Product Reasoning Across the Full Stack -- visual understanding in text search, recommendations, and conversation

A detailed breakdown is available in Marqo's Blueprint for Commerce Superintelligence.

Next Steps

The best way to evaluate Marqo is to see it running on your catalog. Book a demo with the Marqo team and see Commerce Superintelligence in action on your products.