What a ChatGPT Visibility Audit looks for
The audit checks whether your pages define the brand clearly, answer questions directly, expose useful supporting detail, and include the machine-readable structure that improves answer-engine comprehension.
It also highlights trust and authority gaps. A page can be relevant to the query but still be ignored if the content is vague, unsupported, thin, or missing signals that help AI systems evaluate reliability.