A system and method for predicting the geographic location of an Internet Protocol (IP) address are disclosed. A particular embodiment of the system and method includes receiving a model to predict a geographic coordinates position of a network device given traceroute information corresponding to an Internet Protocol (IP) address of the network device; receiving traceroute information corresponding to an Internet Protocol (IP) address of one or more beacons without requiring the geographic location of the one or more beacons associated with the traceroute information; generating, by use of a processor, an output model representing one or more predicted geographic coordinates corresponding to the network device based on the model and the traceroute information; and returning a result including the predicted geographic coordinates of the network device.