Personalizing vehicular comfort settings for a specific user

An application is launched in response to identifying a specific user in the vehicle. Upon launching the application, a historical comfort setting profile is automatically downloaded for the user. The historical profile includes individual comfort setting records. The historical profile is updated with comfort setting record(s) corresponding to each instance of an automatic climate control setting, a manual climate control setting, or an alternate climate control setting while the specific user is in the vehicle. An in-vehicle setting is dynamically predicted within respective predetermined time increments while the specific user is in the vehicle or in response to a user request. The predicted in-vehicle setting is dependent upon geographic location data points and a set of climate control related settings retrieved from the individual comfort setting records. A most recently predicted in-vehicle setting is caused to be displayed on a vehicle display while the specific user is in the vehicle.