Brand Mention Monitoring AI Agent Across 100 Industries

This role is designed to collect public brand mentions and classify material issues or opportunities. The target deliverable is a brand mention digest. A useful evaluation should track relevant-signal rate, escalation speed and source coverage, plus human correction rate, exception rate, latency and total cost per accepted output.

Industry context changes the sources, permissions and review boundary, but the underlying task definition should remain explicit enough to compare implementations fairly.