Notes on AI search visibility.

We looked at which brands AI assistants mention, and why. Clear category pages and third-party reviews matter more than domain size.

AI answers lean on comparison content. Here is a structure that is fair, easy to quote and useful to buyers.

Cited now drafts the comparison pages, FAQs and articles your action plan recommends. You review, edit and publish.

AI assistants often trust what customers say about you more than what you say about yourself. Here is how to show up in those sources.

See how often each AI model mentions you compared with your competitors, side by side.