ETA Range Display

Imagine you are working at Uber, and a Product Manager suggests a new feature. Instead of providing a precise ETA, such as 5 minutes, the feature would display a range, like 3-7 minutes. How would you design an experiment to test this feature, and what criteria would you use to determine the significance of your findings?