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Notes on AI search visibility

Practical guides for SaaS teams on how AI answer engines find, describe and recommend products.

How to check if ChatGPT recommends your SaaS

A repeatable way to test whether ChatGPT mentions, cites or recommends your SaaS: a 20-prompt set, a logging sheet, and how to read the results.

llms.txt: what it is and whether you need it

What llms.txt is, what goes in the file, an example for a small SaaS, and the checks that matter more before you add one.