LLMs still rely on search, shifting SEO from head terms to the long tail. Here’s how to use AI to uncover real customer questions and win.

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

Microsoft researchers said some companies are hiding promotional instructions in "Summarize with AI" buttons, poisoning ...

AI agents can't recommend what they can't understand. Your product data structure determines whether agents see you as a viable option or skip you entirely.