Creative Fatigue Detection
Detects subtle degradation patterns using Rough Path Signatures before traditional metrics show decline.
CreativeDynamics Documentation
Identify advertising performance degradation through mathematical signature analysis. This app is pre-production and for demo purposes only.
Key Features
Section titled “Key Features”Dual-Metric Analysis
Analyzes both CTR (engagement) and CPC (efficiency) to provide a complete performance picture.
Impact Quantification
Calculates financial overspend and operational opportunity cost relative to optimal benchmarks.
Flexible Integration
Use via CLI, Python Library, or FastAPI web service.