How to Audit Where Your Brand Appears in AI Answers (and What to Fix)
A 5-step AI visibility audit workflow: build a prompt set, log mentions and citations, label retrieve/rerank/extract gaps, prioritize fixes, and recheck in 30 days.
John Paul MainsJuly 20, 2026







