Reply To: Anyone else find that AI visibility tracking tools just give you a different number every week with no actual signal?

[Responsible-Tax-4938]

I too have been struggling to get some reliable data for AI visibility, and nothing seems to be close as of now.
Your analysis does make sense here, since the same brand is not cited all the time it is difficult to keep a track and the API fee.
I would love to know how is it going to PAN out in the near future.