While the theory of labeled well-quasi-order has received significant attention in the graph setting, it has not yet been considered in the context of permutation patterns. We initiate this study here, and using labeled well-quasi-order are able to subsume and extend all of the well-quasiorder results in the permutation patterns literature. Connections to the graph setting are emphasized throughout. In particular, we establish that a permutation class is labeled well-quasi-ordered if and only if its corresponding graph class is also labeled well-quasi-ordered. * Vatter's research was partially supported by the Simons Foundation via award number 636113. 1 Our figure of 80 years dates the study of well-quasi-order to Wagner [103]. 2 A well-quasi-ordered partial order is sometimes called a partially well-ordered or well-partially-ordered set, or it is simply called a partial well-order. In particular, these terms are used in some of the early work on well-quasi-order in the permutation patterns context. We tend to agree with Kruskal's sentiment from [63, p. 298], where he wrote that "at the casual level it is easier to work with [partial orders] than [quasi-orders], but in advanced work the reverse is true.