This retrospective study confirms the limited efficacy of cytotoxic chemotherapy and EGFR inhibitors in a real‐world population that is twice as large as that of any prior study of these agents in the treatment of advanced CSCC. Here, EGFR is linked to skin squamous cell carcinoma.