Question: why aggregate forecasts are more accurate?
Answer: Aggregated forecasts are more accurate than disaggregated forecasts. ... The variation of demand at each sales point is smoothed when aggregated with other locations, providing a more accurate prediction. You can achieve a similar improvement by forecasting the aggregate demand for all the variations of a product combined.