Method, system, and programs for assessing viewing quality of media objects (e.g., advertisements) are provided. In one example, information regarding one or more delivery conditions of an advertisement that is served at a user device is received. Viewing quality of the advertisement is estimated based on the one or more delivery conditions. Information regarding one or more advertising pricing parameters related to the advertisement is received. The viewing quality of the advertisement and the one or more advertising pricing parameters are provided.