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Insights on feeds, Shopping, and AI

Practical articles on product data quality, Google Merchant, and new AI channels - clear guidance you can put to work.

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AI and search·

How a ChatGPT Ads feed differs from Google. Rejections and the 14-day rule

How a ChatGPT Ads product feed differs from Google Merchant, why OpenAI rejects products, and how the fourteen-day rule works for catalog snapshots.

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Google Merchant·

Feed quality and visibility in Google Shopping

Why gaps in titles, attributes, and availability hurt Shopping performance, and how to systematically raise product data quality.