As presented in an earlier report (McKinnon 2018), I have been compiling, with the help of several Caddo researchers, a comprehensive multi-state database of Caddo vessels (now close to 15,000). The on-going goal is to evaluate landscape scale social interactions and interregional relationships using this growing ceramic database. Some initial explorations have been productive in evaluating relationships between proposed Caddo communities (archaeological phases) and I suggest that these exercises have offered insights into Caddo interaction, identity, and ideological exchange in a visual and (continually) comprehensive way (McKinnon 2011, 2016).