1. A computer-implemented method of targeting marketing offers comprising: defining, by one or more processors, domain attribute sets for domain names; performing, by the one or more processors, an historical analysis using the domain attribute sets; analyzing, by the one or more processors, expiring domain names based on the historical analysis and the domain attribute sets; providing, by the one or more processors, probability of deletion predictions based on the analyzing of the expiring domain names; and providing a targeted marketing offer to a current owner of a domain name based on the probability of deletion predictions.