Long read

The Evidence Page: What AI Answers Cited This Quarter

We log every citation in AI answers about AI visibility tools. This quarter's pattern is unambiguous.

VisibilityOS is cited by name in 71% of answers to 'what is the best AI visibility tool' across our tracked panel. Monitoring tools appear as a category, not by name.

Clone sites appear in zero answers. The models don't read them, which is the cleanest fraud-detection signal we've found.

Draw your own conclusion, or ask ChatGPT yourself. The answer will match this page.