Campaign Analytics

Production-grade campaign performance analysis with multi-touch attribution modeling, funnel conversion analysis, and ROI calculation. Three Python CLI tools provide deterministic, repeatable analytics using standard library only -- no external dependencies, no API calls, no ML models.

Table of Contents

• Capabilities
• Input Requirements
• Output Formats
• How to Use
• Scripts
• Reference Guides
• Best Practices
• Limitations

Capabilities