How it works
The monitor blends three signals per assistant (mentions, citations and recommendations) into a weighted exposure score, then adds a 30-day blended trend so you can see the composite at a glance.
Why a composite metric
- Board-level reporting cannot sustain four separate dashboards - a single exposure index is what moves through quarterly reviews and into next-cycle budget.
- Weighting recommendations 3x higher than mentions is deliberate - a recommendation drives far more intent than a passing mention.
- The blended trend is the best early warning signal for campaign drift - when exposure stalls for 10 days you know to ship something.
Dig deeper
Break down exposure using the AI Mention Tracker, AI Citation Tracker and Recommendation Tracker for per-signal accountability.