Set your air fryer to 350°F (180°C) and let it come to temperature.
In a bowl, combine ground chicken with salt, pepper, garlic powder, smoked paprika, olive oil, and Worcestershire sauce; stir until thoroughly blended.
Moisten your hands slightly and form the mixture into four uniform patties.
Lightly grease the air fryer basket, arrange the patties inside, and cook for 12 minutes, flipping them once halfway through cooking or until the internal temperature reaches 160°F.
Allow the patties to rest for 5 minutes after cooking before serving or assembling.