Techniques are described for recommending levels of configuration for a set of targets. According to one embodiment, an image advisor generates a set of software configuration classifications based on a set of attributes associated with a plurality of targets. The image advisor associates each respective software configuration classification in the set of software configuration classifications with one or more targets of the plurality of targets. Based on the set of software configuration classifications, the image advisor generates and provides a recommendation that identifies a recommended set of source components for one or more groups of targets in the plurality of targets. In another embodiment, the image advisor may provide a set of recommended software configuration levels that include a fewer number of software configuration levels than a set of current software configuration levels.