This study demonstrated that Quercus infectoria possesses promising anticancer potential against oral cancer, with Nyctanthic acid emerging as a key bioactive compound targeting the PI3K‐Akt pathway through stable interaction with AKT1 (−125.426 kcal/mol). The gene discussed is AKT1; the disease is lip and oral cavity carcinoma.