A method, system, and computer program product for presenting the viewability of a point of interest (POI) on a map are provided in the illustrative embodiments. A set of viewing coverage information is located. A subset of the viewing coverage information is associated with a point of observation on the map. A viewing coverage information corresponds to a view of the POI from the point of observation. The viewing coverage information comprises a viewing coverage fraction that represents a portion of the POI visible in the view. The point of observation is plotted corresponding to the subset of the viewing coverage information such that the point of observation is represented on the map as a visually distinct area on the map and has a corresponding combined viewing coverage value. A plot of the point of observation resulting from the plotting is presented on the map as an overlay.