1. A computer-implemented method of targeting marketing offers comprising: defining domain attribute sets; performing an historical analysis using the domain attribute sets; analyzing expiring domain names based on the historical analysis and the domain attribute sets; and providing probability of deletion predictions based on the analysis of the expiring domain names.