Interactive electronic representations of advertising images published in visual media sources enable data about interest in an object or objects appearing in the advertising images to be collected. From comparing against aggregated data from interactions with interactive electronic representations, the effectiveness of displaying an object, such as representing a product or service, in a particular advertising image can be relatively measured.