Set your air fryer to a temperature of 375°F.
Sprinkle both sides of the frozen beef patties with garlic powder, onion powder, smoked paprika, salt, and pepper.
Arrange the seasoned patties in the air fryer basket, ensuring they are spaced apart.
Cook the patties for approximately 12 to 15 minutes, flipping them halfway through.
If desired, add a slice of cheese on top of each patty during the final 2 minutes of cooking.
For toasted buns, place the burger buns in the air fryer for about 2 minutes at the same temperature.
Assemble your burgers with your favorite toppings and enjoy hot.