
Lessons from moving a digital agency's daily operations onto an AI agent: prepare the context, draw the line of trust deliberately, and retire what fails.

Shopify product feeds are the data foundation behind Google Shopping, marketplaces, and AI-powered product discovery. This article explains why feed quality matters, common issues brands often miss, and how to improve product data before it limits visibility, campaign performance, or customer trust.
July 9, 2026
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