Preheat a large skillet to medium-high heat with a drizzle of olive oil. Gently combine the turkey with the seasoned salt, onion powder, and garlic powder. Form the meat mixture into 3 even patties.
Add the burgers to the hot skillet and cook for 5-7 minutes on each side, turning once, until the burgers are golden on the outside and just cooked through on the inside.
To assemble, place ½ cup arugula on the bottom half of the hamburger bun. Top the arugula with a cooked burger. Spread 1 ounce softened goat cheese on the burger top and sprinkle with salt and pepper if desired. Eat!