A method of delivering content to a user equipment (UE). The method comprises collecting radio operation data by a monitor application executing on a communication processor of the UE; sending the radio operation data by the monitor application to a data analysis application executing on a computer system; analyzing the data by the data analysis application to determine a device technology of the UE, a history of high throughput radio usage of the UE, a history of medium throughput radio usage of the UE, a history of low throughput radio usage, a history of communication latency, and a history of cell sites the UE attached to; and providing a report on the UE including the device technology of the UE and the history of radio usage of the UE by the computer system to a third party for use in delivering content in a format selected based on the report.