Track who AI sources recommend instead of you. Detect every competitor, measure threat levels, compare win/loss rates, and monitor share of voice across all sources.
LLMSight automatically detects competitors from AI responses. Each gets a composite threat score based on how often they beat you (loss rate), how many prompts they appear in (prompt breadth), how many sources mention them (source spread), and how densely they're mentioned (mention density).
For every prompt, see whether AI recommended you, your competitor, or both. Win the prompts that matter most to your revenue.
Side-by-side visibility comparison across every AI source. See exactly where you lead and where you trail.
This is unique to LLMSight — we connect citation data with competitor intelligence. Understand exactly which references fuel competitor recommendations so you can build content that earns citations too.
See how your share of AI recommendations changes week over week. Catch new entrants early. Spot declining competitors before they recover.
Sign up free and see which brands AI recommends instead of you.