DoorDash, Inc.
Optimization of Delivery Associate Incentives

Abstract:

Provided are various mechanisms and processes for generating delivery associate incentive values. In some implementations, predicted demand can be generated based on a first set of historical data and predicted supply can be generated based on a second set of historical data. Delivery quality values can be generated based on the predicted demand and the predicted supply. The delivery quality values can be used to determine incentive values that are provided to delivery associates of an on-demand delivery platform.