Bayesian time series analysis with adstock transforms, saturation curves, cross-channel halo detection, and budget optimization. All processing runs locally in your browser.
1. Your Marketing Data
Enter weekly or monthly channel spend and conversions
Data Frequency:
No data loaded
Channel
Avg Spend/Period
Avg Conversions
Total Spend
Total Conv
CPA
Total: $0/period
Revenue Contribution by Channel
Bayesian attribution with uncertainty bands
Time Series Decomposition
Trend, seasonality, and marketing-driven components
Channel Response Curves ?
Hill saturation curves with 80% confidence bands. Vertical dashed lines show current spend levels.
