Grease 4 muffin molds with cooking spray. Set aside.
In a large bowl, mix together the flour, sugar, baking powder, baking soda, spices, and salt.
In another bowl, add the remaining ingredients except for apple pieces and beat until well combined.
In the bowl f egg mixture, add flour mixture and mix until just combined.
Fold in the apple pieces.
Place the mixture into the prepared muffin molds evenly.
Slide the Air Fryer Basket inside and adjust the temperature to 400 °F to preheat for 5 minutes.
After preheating, arrange the muffin molds into the Air Fryer Basket in a single layer.
Slide the basket into Air Fryer and immediately adjust the temperature to 330 °F for 10 minutes.
After cooking time is finished, remove the muffin molds from Air Fryer and place onto a wire rack to cool for about 10 minutes.
Carefully invert the muffins onto the wire rack to cool completely before serving.