The amount of wood chips to use in a smoker box depends on the box size, but generally, 1/4 to 1/2 cup of wood chips is sufficient. Add chips gradually and refill as needed during longer smoke times. Soak chips in water for 30-60 minutes to help produce more smoke before placing them in the box on the grill.