<b><i>Background:</i></b> Little is known about the epidemiological characteristics of patients with advanced cutaneous squamous cell carcinoma (A-cSCC). <b><i>Objective and Method:</i></b> A retrospective study was conducted on a routine care cohort of 109 patients to identify the epidemiological factors associated with A-cSCC. <b><i>Results:</i></b> The median age was 83 years (IQR: 73.9–89.8), and the median ECOG was 1 (IQR: 1–2). Sixty percent of the patients had a history of cardiac disease and 22% had cognitive disorders. Seventy-four percent of patients were from rural/semi-rural areas (towns of &#x3c;15,000 residents) and 17% were living in nursing homes. The cSCC lesions were on the head and neck in 72% of cases. Thirty-seven percent of patients were not diagnosed until the disease was in an advanced stage, indicating a lack of cSCC identification. In the remaining 69 patients, 7% did not received treatment within 3 months of the cSCC being identified, 62% had an incomplete histological report, and 37% had incomplete treatment. <b><i>Conclusion:</i></b> A-cSCC is associated with incomplete initial treatment in an elderly and rural population with good general condition. We hypothesize that a lack of access to good dermatological expertise may have led to underestimation of the aggressiveness of cSCC and/or therapeutic mismanagement.