Methods of tracking remote software installations at a central server may include receiving an installation message over a network from a user device wherein the installation message indicates an installation of the software at the user device. After receiving the installation message from the user device, an installation code may be created responsive to receiving the installation message, and the installation code may uniquely identify installation of the software at the user device. The installation code may be transmitted over the network to the user device, and the installation code may be stored at the central server. Related systems and computer program products are also discussed.