The present disclosure relates to systems and methods for mapping a building space using wearable devices in order to better control the comfort level in the building. In some instances, a system compiles information such as temperature information that is provided by an individual's wearable device as the individual moves about the building over time. Using this data, the system may create and/or update a comfort map of the building, which can be used to determine how various rooms of the building heat and cool over time, as well as usage pattern of the various rooms of the building. The system can then use the comfort map of the building to better control one or more comfort sources of the building.