Insulinoma is a rare pancreatic neuroendocrine tumor causing endogenous hyperinsulinemic hypoglycemia. Its heterogeneous clinical presentation often delays diagnosis. Dietary patterns, particularly ketogenic or high-carbohydrate regimens, may influence glucose homeostasis and modify the clinical manifestations of insulinoma.