In this study, we have identified three surface markers in BCC—LYPD3, TACSTD2, and LY6D—that reliably define the nMRTF BCC cell state and can be used as prognostic markers for resistance to SMOi and responsiveness to AP-1 inhibitors. Here, FOSB is linked to skin basal cell carcinoma.