One of the biggest mistakes I see with AI search tracking is using a non-representative prompt library to assess a brand’s AI search visibility. This can give you an inaccurate view of your AI search presence: if the prompt set over-represents generic discovery prompts, ignores product lines, misses local competitors, or only tracks branded questions, your AI visibility dashboard can look useful while pointing you toward the wrong priorities.