Product Feed Management
How AI Shopping Surfaces Read Your Product Feed: ChatGPT, Perplexity, Google AI Mode & Microsoft Copilot
Learn how ChatGPT, Perplexity, Google AI Mode, and Microsoft Copilot read product feeds, what data influences recommendations, and how to optimize your catalog for AI shopping visibility.
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Stop Fixing Campaigns Your Catalog Already Broke
Most feed categorization issues are really campaign control issues. Learn how to structure product taxonomy, product types, and custom labels to improve segmentation, reporting, Performance Max management, and marketplace feed quality across Google, Meta, Amazon, and Walmart.
When the Storefront Isn't a Store
Modern ecommerce doesn’t start on your homepage anymore. This piece explains why product feeds—not storefronts—now control visibility across Google, Meta, TikTok, Reddit, and affiliates.
Dead End Storefront? Why AI Agents Are Bouncing Off Your Checkout
Learn why Google AI shopping agents abandon ecommerce checkouts and how exposing APIs, shipping tables, and tax logic through the Universal Commerce Protocol enables AI-driven transactions to complete successfully.
The Programmable Associate Is Here. Deploying the Google Business Agent.
Learn how Google’s Business Agent uses Merchant Center product data and the Universal Commerce Protocol (UCP) to power AI-driven product discovery and checkout inside Gemini.
