Which forecasting formulation describes the customer forecast process?

Which forecasting formulation describes the customer forecast process?

• A. Random guess
• B. Solely historical count
• C. Historical count + (customer count X % of estimated change) = forecast
• D. Future marketing spend

Answer: (C)

Forecasting customer demand uses a base from past activity and an adjustment for expected changes in customers. The form shown starts with the historical count and adds an adjustment equal to the historical count times the estimated change percentage. This creates a forecast that reflects both what happened before and what you expect to change. For example, if last period had 1,000 customers and you anticipate a 10% increase, the adjustment is 1,000 × 0.10 = 100. The forecast becomes 1,000 + 100 = 1,100 customers. This approach lets you incorporate expected growth or decline without discarding the actual past results. The other options aren’t as effective because a random guess isn’t data-driven; using only the historical count ignores anticipated shifts; and tying the forecast directly to future marketing spend treats spend as the forecast itself rather than a driver of change.

Forecasting customer demand uses a base from past activity and an adjustment for expected changes in customers. The form shown starts with the historical count and adds an adjustment equal to the historical count times the estimated change percentage. This creates a forecast that reflects both what happened before and what you expect to change.

For example, if last period had 1,000 customers and you anticipate a 10% increase, the adjustment is 1,000 × 0.10 = 100. The forecast becomes 1,000 + 100 = 1,100 customers. This approach lets you incorporate expected growth or decline without discarding the actual past results.

The other options aren’t as effective because a random guess isn’t data-driven; using only the historical count ignores anticipated shifts; and tying the forecast directly to future marketing spend treats spend as the forecast itself rather than a driver of change.