Place chicken in a lightly greased 9x13 inch baking dish. Season with lemon pepper, garlic powder and onion powder to taste. Bake in preheated oven for 15 minutes.
Turn over chicken pieces and add more seasoning to taste. Bake for an additional 15 minutes, or until chicken is cooked through and juices run clear.
