AI answer monitoring
AI answer monitoring is the repeated collection of dated assistant answers so a brand can see whether it is named or cited for the customer questions that matter.
A useful monitor retains the actual answer, provider, date, citation, and denominator. It does not turn one favorable screenshot into a ranking claim.
Later samples can be compared with an earlier baseline, but an observed change does not by itself prove that one page or product-data edit caused it.