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AEO mechanics, explained straight.

Short, self-contained explainers on how AI answer engines actually work — written from the same research that runs our measurement loop, without the category’s usual self-ranking listicles.

  • How AI answer engines choose what to cite

    Retrieval vs memory, query fan-out, citation concentration, and the answer-unit writing rules — the mechanics that decide whether an engine can quote you.

  • AI crawlers don’t run JavaScript — is your site invisible to them?

    The thirty-second curl test, server-rendering the words that matter, letting the right bots in, and why llms.txt is hygiene rather than a lever.

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