What a real AI visibility audit looks like — inside the Citation Audit Method

What a real AI visibility audit looks like — inside the Citation Audit Method

  Method update (June 2026): we now test three engines, not four. This page describes an earlier version of the Citation Audit Method that included Gemini. We have removed Gemini from the standard audit because Google’s grounding terms restrict collecting, storing, and analyzing the citation URLs its search-grounding feature returns, which is the exact operation […]