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Industry News
How to Read an AI Citation Ranking the Right Way
A public AI citation ranking tells you something. It rarely tells you what the headline number implies about your category standing.
Aug 16, 2026
7 min read
Industry News
AI Shopping Agents Read Feeds, Not Product Pages
AI shopping agents buy from structured product feeds, not landing pages. Here is what pricing data and feed hygiene mean for AEO.
Aug 14, 2026
7 min read
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Oh, you noticed me. In this new era, websites aren't written only for humans. Machines like me read every page, and we decide which brands become the answer.