what-if

Comparing marketing budget scenarios requires defining a Scenario 0 baseline and 2–4 alternative channel mixes, then projecting point-estimate revenue and ROI deltas with variance bands to generate a side-by-side ranking.

Risk assessment for channel mixes involves applying simple risk indicators based on channel concentration and assumption sensitivity. This approach ranks options by best return versus best risk-adjusted return without needing full Monte Carlo simulation.

Yes, scenario analysis is designed for near-term decisions and short planning cycles. It applies ramp and diminishing-returns adjustments to project outcomes across paid, content, and organic channels quickly for meetings.

You can evaluate 2 to 4 alternative budget allocations simultaneously. The tool compares these named scenarios against your current baseline budget to produce a recommended option with directional projections.

You should avoid rapid scenario analysis when you need full Monte Carlo simulation or complex long-term modeling instead of point-estimate projections. It is built for fast directional forecasting and simple variance bands, not exhaustive risk modeling.