Track who AI engines recommend instead of you. Detect every competitor, measure threat levels, compare win/loss rates, and monitor share of voice across all engines.
Prism automatically detects competitors from AI responses. Each gets a composite threat score based on how often they beat you (loss rate), how many queries they appear in (query breadth), how many engines mention them (engine spread), and how densely they're mentioned (mention density).
For every query, see whether AI recommended you, your competitor, or both. Win the queries that matter most to your revenue.
Side-by-side visibility comparison across every AI engine. See exactly where you lead and where you trail.
This is unique to Prism — we connect citation data with competitor intelligence. Understand exactly which sources 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.
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