The present disclosure provides systems and methods to obtain autonomous vehicle passenger feedback. In particular, the systems and methods of the present disclosure can detect an occurrence of a driving event performed by an autonomous vehicle and, in response, provide an interactive user interface that enables a passenger of the autonomous vehicle to enter passenger feedback regarding the occurrence of the driving event. Thus, the systems and methods of the present disclosure can actively prompt passenger feedback in response to a particular instance of a specific type of driving event, thereby enabling improved collection of information about autonomous vehicle ride quality relative to specific types of driving events.