Pat the chicken thighs dry with paper towels to remove excess moisture for crispy skin.
In a mixing bowl, combine olive oil, garlic powder, onion powder, smoked paprika, salt, black pepper, dried thyme, and regular paprika to create a spice mix.
Rub the spice mix evenly over the chicken thighs, ensuring to get underneath the skin for maximum flavor.
Preheat the air fryer to 400°F (200°C) for about 5 minutes.
Place the seasoned chicken thighs in the air fryer basket in a single layer, skin side up, without overcrowding.
Cook the chicken thighs in the air fryer for 25 minutes, flipping halfway through, or until a meat thermometer reads 165°F (74°C) at the thickest part of the thigh.
Once cooked, remove the chicken thighs from the air fryer and let them rest for 5 minutes before serving.
Serve the chicken thighs hot, garnished with your choice of herbs or lemon wedges if desired.