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Guides, analysis, and the occasional correction.

Written by the people who run the engagements. Where our industry is overclaiming, we say so, including when the overclaim would be convenient for us.

How AI Answer Engines Choose Their Sources
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How AI Answer Engines Choose Their Sources

AI answer engines choose their sources by retrieving, evaluating, and comparing information before generating a response. Rather than selecting sources at random, they rely…

July 23, 2026
How to Write FAQs That Earn AI Citations
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How to Write FAQs That Earn AI Citations

Many articles include FAQ sections, but few create FAQs that earn AI citations. The problem isn’t the number of questions it’s that they often…

July 22, 2026
AEO vs GEO vs SEO: What’s Actually Different
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AEO vs GEO vs SEO: What’s Actually Different

Search has evolved beyond blue links. Today, people discover information through search engines, AI answer engines, and generative AI assistants, each relying on different…

July 22, 2026

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Model behaviour changes, what we have measured, and what we got wrong.