Disclosed herein are system, method, and computer program product embodiments for providing an automated scripting and testing system. An embodiment operates by receiving an interaction between a user and an application. It is determined that the received interaction corresponds to at least one stored interaction based on a comparison of the received interaction with one or more of a plurality of stored interactions. A count of stored corresponding interactions is incremented. It is determined that the count exceeds a threshold. A scripted interaction with the application is generated based on the received interaction and the at least one stored interaction. The scripted interaction is provided for testing the application.