In this study, we attempted to establish a correlation between key members of AP‐1, NF‐κB, and STAT3 family and to develop their profile as diagnostic/prognostic signatures of HPV‐positive oral cancer lesions that may show better outcome by applying routine IHC methodology. Here, JUN is linked to lip and oral cavity carcinoma.