Lateral abdominal wall hematoma is a rare and potentially life-threatening condition. We report a case of a spontaneous lateral abdominal wall hematoma that developed in a patient with severe cough caused by chronic obstructive pulmonary disease (COPD) exacerbation. The hematoma resolved with conservative management.