Mobile device application usage history is collected across a plurality of mobile device applications. A mobile device application usage trigger event is received. For each of a plurality of candidate push notifications, a quality score adjustment is determined as a function of the collected mobile device application usage history and the trigger event. An opportunity to push a notification to the first mobile device is auctioned based on the adjusted quality scores. The notification of the auction winner is pushed to the first mobile device.