LLM Analytics

Beta. LLM Analytics is rolling out. Some views show preview data while we expand coverage.

LLM Analytics tracks how often your brand surfaces in the major AI search engines, and which prompts trigger those mentions. It's how you see your visibility in the AI era — beyond just Google.

What's tracked

• LLM visibility score — your overall share of voice across tracked prompts
• Mentions by model — ChatGPT, Claude, Gemini, and Perplexity
• Tracked prompts — the queries we monitor and the funnel stage each one targets
• Competitor share — when the same prompts surface other brands instead of yours

Why prompt stages matter

The same set of competitors can look very different depending on the funnel stage:

• Awareness — broad "what is" / "how does" queries
• Research — "best X for Y" comparison queries
• Consideration — branded queries and "alternatives to" queries

A brand only showing up on consideration prompts has a very different problem than one only showing up on awareness prompts. Splitting by stage makes that visible.

Adding prompts

Starter prompts come from your business profile. Once the feature ships you'll be able to add and remove tracked prompts directly.