1. A computer-implemented method comprising: identifying, using one or more processors, an image that is to support an overlay content item, the image being presented on a web site and including a portion that is enabled to receive and display the overlay content item; evaluating pixel data associated with the image including determining one or more labels that are associated with content included within the image; and determining one or more keywords for the image based at least in part on the one or more labels.