Can visibility in AI responses be measured?

Q: Can visibility in AI responses be measured?

Yes. We track how often and how you are mentioned in AI responses, and we report the changes. The discipline evolves every month. We ask a fixed set of questions to the major services at regular intervals and note whether you are mentioned, how you are described, and which sources the response relies on. Over time, this provides a trendline to work toward and a list of sources worth influencing. The measurement practice is still young, so we are also transparent about what it doesn't show.

Question

Accepted Answer

Yes. We track how often and how you are mentioned in AI answers and report the change. The field changes from month to month.

We ask a fixed set of questions to the major services at regular intervals and note if you are mentioned, how you are described, and which sources the answer relies on.

Over time, this provides a curve to work towards and a list of which sources are worth influencing. The measurement is young, so we also state what it does not show.