Free guide

The AI invisibility trap

Why LLMs can’t find your products and how to fix it

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Free guide

In this guide, you'll learn

How AI systems discover, access, interpret, and evaluate product information

Practical steps to prepare your commerce operations for agentic commerce

The five biggest barriers limiting AI product visibility

Productsup-supported AI and agentic commerce capabilities, including AI Channels, AI Visibility, and AI Enrich

Bonus: Five real-world product examples of basic listing vs. AI-ready product data

Summary

42% of consumers now use AI tools to shop.

The question is: can AI find, understand, and recommend your products?

AI agents rely on structured product data, trusted signals, and accessible sources to decide which products to recommend. This guide explores the five biggest hurdles preventing AI from recommending products and explains what ecommerce teams can do today to improve AI visibility.

You'll learn how agentic commerce works behind the scenes, what AI-ready product data looks like, and how Productsup helps brands prepare for the next generation of product discovery.

AI invisibility trap guide open

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