Marketing operations analysts use this agent when their HubSpot lead scoring model has drifted — producing MQLs that sales teams routinely reject — and they need to recalibrate score weights before a new campaign season. The agent compares closed-won contact behaviour against MQL-rejected contacts to identify which scoring signals predict actual revenue.