Rand Fishkin proved AI recommendations are inconsistent – here’s why and how to fix it

02/17/26
Source: Search Engine Land by Jason Barnard. Read the original article

AI outputs vary because confidence varies. Corroboration and entity optimization turn inconsistent AI visibility into consistent presence.