Systems, devices and processes are provided to improve the design and implementation of radio frequency (RF) communication networks. Specifically, these various embodiments improve the likelihood of a successful RF network design by identifying and preferentially utilizing RF transmission sites having a relatively high probability of being successfully incorporated into the RF network. These various embodiments provide a site qualification database that includes site data for a plurality of RF transmission sites. When so implemented, the site qualification database is utilized to analyze the site data and generate a plurality of site scores for the corresponding RF transmission site, which can then be utilized in an RF analysis.