Systems and method for providing an application chatbot that provides a conversational interface that receives natural language input from an application user, interprets the user's intent, and uses application-related context for generating and providing a contextually accurate response in a conversation with the user. In some examples, the application chatbot determines an action to perform corresponding to the response and provides an option to perform the action in the conversational user interface. A selection of the option causes the action to be performed.