How do you check AI visibility?

How do you check AI visibility? Run a small set of stable, brand-free buyer questions in the AI engines that matter to your audience, then save the full responses and citations where available. Check whether your product is named, where it appears, how it is described and which sources are cited.

Avoid prompts that name your own company, because they test recognition after the brand has already been introduced rather than genuine discovery. Repeat the same question-and-engine cells over time so changes have a comparable baseline. A single answer is only a snapshot; it is not proof of a permanent rank or market-wide visibility.

A free AI visibility check is a practical starting point before you commit to ongoing monitoring.