Apparatus and methods for pairing communication devices are disclosed. An exemplary apparatus includes at least one sensor to produce a data signal responsive to sensing physical characteristics of an environment of the communication device, and a capture component to capture portions of the data signal to generate local data indicative of the physical characteristics. A peer interface component receives, via the wireless transceiver, remote data from at least one other communication device that is indicative of physical characteristics of an environment of the other communication device. A data correlation component compares the local data with the remote data and initiates, when the comparison indicates the communication device and the other communication device are sensing the same physical characteristics, a pairing of the communication device with the other communication devices.