This narrative review synthesizes evidence from observational studies and clinical trials on the effects of Mediterranean, low-fat, DASH, vegetarian, low-carbohydrate ketogenic, and intermittent fasting dietary patterns on NAFLD incidence and progression. Multiple dietary approaches show inverse associations with NAFLD risk or improvements in liver outcomes, though evidence strength varies by diet type.