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Field notes on AI search visibility: llms.txt, schema, passage citability, and what it actually takes to get cited by ChatGPT, Perplexity, and Google AI Overviews.

• April 17, 2026

  Will ChatGPT cite your site? How to test and fix it

  Why some B2B sites get cited by ChatGPT and Perplexity while others don't — and the 3 fixes that move the needle fastest.

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• April 17, 2026

  The 7-dimension AI SEO checklist (2026)

  The exact 7 dimensions that determine whether ChatGPT, Perplexity, and Google AI Overviews cite your site — with one concrete action per dimension.

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• April 17, 2026

  llms.txt: the complete 2026 guide (with examples)

  What llms.txt is, why your site needs one, exact syntax, real-world examples from Anthropic, common mistakes, and how to validate yours.

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