Preheat the air fryer to 190°C (375°F).
Pat the chicken thighs dry with a paper towel and place them in a large bowl.
Drizzle with olive oil, then sprinkle over garlic powder, paprika, onion powder, thyme, salt, and pepper.
Toss the chicken until well coated with seasoning.
Place the chicken in the air fryer basket in a single layer, skin side up.
Cook for 25 minutes, flipping once halfway through, until the internal temperature reaches 75°C (165°F).
Let the chicken rest for 5 minutes before serving.