A search system includes a query receiver, a live scrape system, and a content provider. The query receiver is configured to receive a first query related to a first application state of a first application. The first query is based on a user-requested search from a user device. The live scrape system is configured to operate a device including an operating system in which an instance of the first application executes. The live scrape system is configured to, responsive to the first query, and within the device, (i) navigate to the first application state in the instance of the first application and (ii) extract content from the instance of the first application. The content provider is configured to provide the extracted content to the user device for presentation to a user of the user device in real time.