Why they matter for AI search
Classic SEO focused on links. Language models learn from text, so every time your brand is named next to a topic, a use case or a competitor, that association can shape how models describe you. Forum posts, reviews, podcasts, news and lists all count.
What to do with them
- 1Find where you are mentioned and what is said.
- 2Correct wrong or outdated facts with the site owner.
- 3Ask for a link where it helps readers, but do not chase links alone.
- 4Earn more mentions on the sites AI engines cite for your topic.
What it means for brands
- Mentions in the right context, next to the problems you solve, are valuable even with no link.
- Consistent naming helps models connect mentions to your company.