Do mentions have any impact on traditional SEO?

Yes, mentions can indirectly help SEO. Studies show a correlation between Google rankings and mentions by LLM outputs. Unlinked mentions are also increasingly recognized by search engines as brand signals, contributing to overall brand authority.