Diagnoses underperforming media buying campaigns by analyzing performance metrics, creative fatigue, and funnel bottlenecks to restore ROI.
The Campaign Diagnosis skill provides a rigorous, data-driven framework for troubleshooting digital advertising campaigns that have stopped performing or are seeing rising costs. It guides Claude through a structured five-step audit: comparing current metrics against historical benchmarks, identifying creative fatigue via CTR and frequency trends, evaluating audience saturation, and pinpointing friction points in the landing page or offer. By analyzing the entire funnel from impression to conversion, the skill generates a prioritized action plan with immediate fixes for creative, audience, and technical issues, making it an essential tool for media buyers and performance marketers.
Características Principales
010 GitHub stars
02Automated metric comparison against historical and industry benchmarks
03Creative fatigue detection using CTR trends and frequency analysis
04Audience saturation and overlap assessment for scaling health
05Prioritized recommendation reports with immediate and long-term fixes
06Full-funnel bottleneck identification from ad click to conversion
Casos de Uso
01Troubleshooting a sudden spike in CPA or a decline in lead volume
02Optimizing landing page conversion rates by identifying funnel drop-off points
03Conducting weekly performance audits for high-spend media accounts