An adaptive bit rate system uses adaptive streaming to deliver content to client devices capable of adaptive bit rate streaming. Techniques for advertisement management include monitoring ad skipping by an adaptive bit rate client device that receives media chunks from the adaptive bit rate system. Techniques include monitoring a client action or inaction as it relates to advertisement skipping for future advertisement selections.