We track and analyze how brands appear in LLM responses, so you can optimize your presence for the AI-first search era.
Feature | Traditional SEO | AI Response Optimization |
---|---|---|
Visibility Measurement | Page ranking position | Inclusion & prominence in direct answers |
Content Strategy | Keyword-focused | Entity & relationship focused |
Competitive Analysis | Based on ranking positions | Based on answer inclusion rates |
User Experience | Click-through to websites | Direct answers within conversation |