Aspects of the subject disclosure may include, for example, a method that includes identifying, by a processing system including a processor, a first content source and a second content source as a ground truth set, training a machine learning model for use in determining a target audience score under a user-defined metric for a target audience of a content source not included in the ground truth set, and generating the target audience score using the trained model. Other embodiments are disclosed.