Embodiments disclosed herein may be directed to a video communication server. In some embodiments, the video communication server includes: at least one memory including instructions; and at least one processing device configured for executing the instructions, wherein the instructions cause the at least one processing device to perform the operations of: determining a time duration of a video communication connection between a first user of a first user device and a second user of a second user device; analyzing video content transmitted between the first user device and the second user device; determining at least one gesture of at least one of the first user and the second user based on analyzing the video content; and generating a compatibility score of the first user and the second user based at least in part on the determined time duration and the at least one determined gesture.