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Lesson 3 of 6

Product Feeds for AI Shopping

Structuring your catalog data so AI shopping surfaces can read and surface your products — clean, accurate, current feeds.

Learning objectives

  • ▸Explain the role of product feeds in AI shopping.
  • ▸Structure feed data engines can use.
  • ▸Keep feeds accurate and current.

The lesson

Read the full lesson →Product Feeds and Schema for AI ShoppingProduct feeds and Product schema give AI shopping surfaces clean, machine-readable facts — name, price, availability, ratings — so engines can identify and present your products. They're infrastructure for entity clarity and shopping eligibility, not a citation lever, and their value depends on accuracy and freshness.3 min read

Key takeaways

  • ▸Clean, structured feeds make your catalog machine-readable for AI shopping.
  • ▸Accurate attributes (price, availability, specs) matter.
  • ▸Feeds complement, not replace, citable product pages.

Knowledge check

Knowledge check

0 / 2

  1. 1. Why do product feeds matter for AI shopping?

  2. 2. What makes a feed effective?