Tracking brand presence across AI answers
A practical framework for measuring where and how often you show up in AI search.
You can’t improve what you don’t measure. Brand presence in AI answers is measurable: how often you appear for tracked topics, whether you’re cited, and the sentiment of the mention.
Build a set of the prompts your buyers actually ask, run them across engines on a schedule, and record presence, citations, and sentiment over time. Patterns emerge quickly — the topics where you win, and the ones where a competitor owns the answer.
That baseline turns AI visibility from a guessing game into a scoreboard you can move.