Competitor tracking
See the competitive landscape shift in real benchmarks.
Track the brands AI models cite alongside yours. The leaderboard, the per-model matrix, and the run-over-run deltas are all driven by the same benchmark — so you're comparing apples to apples, not stitching tools together.
Category leaderboard
Ranked list of every brand in your competitor set, with share-of-voice, citation count, and sentiment side by side.
Run-over-run deltas
Green when you closed a gap, red when a competitor pulled ahead. Compare against the prior run, seven runs back, or the first run on record.
Provider matrix
Per-model breakdown shows which AI engines favor each competitor — so you know exactly where you're losing ground.
Citation drilldown
Click any competitor or any prompt to see the AI response and the source URLs the model cited. No black-box scoring.