Website fixes alone may not improve AI visibility, study of 37 sites suggests

A writer measured 37 websites to see how often AI assistants named them within their own category. Domain authority, traffic, site quality, and content volume did not reliably predict visibility, with some high-authority or well-built sites rarely mentioned. Instead, the strongest factors were an unambiguous company identity, consistent third-party corroboration, and specific, attributable claims that a model could quote. The author argues that much of this reputation lives on external sources the company does not control, so improving only one's own website is insufficient. The sample was small and non-random, so the findings are presented as directional rather than definitive.