A device may receive preferences related to performing cellular data testing in a cellular network. The preferences may identify one or more target network addresses. The device may receive location information identifying a testing location. The device may configure a component of the device to set a location of the device based on the location information. The device may perform a cellular data test by transmitting network traffic to the one or more target network addresses via a gateway associated with the testing location. The device may determine a result of the cellular data testing based on transmitting the network traffic. The device may selectively provide a notification based on the result.