Monthly AI visibility checks work best when they focus on a small set of priority queries, accurate citations, and referral patterns that show real interest. Track month-over-month change, not raw mention counts, so you can tell whether your content is visible, reliable, and useful.
Essential Concepts
Small query set
Accuracy over count
Citation quality
Month-over-month change
Referral evidence









