IP Geolocation databases are widely used in online services to mapend user IP addresses to their geographical locations. However, theyuse proprietary geolocation methods and in some cases they havepoor accuracy. We propose a systematic approach to use publiclyaccessible reverse DNS hostnames for geolocating IP addresses