Methods and apparatus to determine engagement levels of audience members are disclosed. An example method includes analyzing image data corresponding to an environment in which an audience is exposed to media presented by a first media presentation device to determine whether the environment includes a glow emanating from a second media presentation device; and when the environment includes the glow, calculating an engagement for a person in the environment with respect to the first media presentation device based on a presence of the glow.