One-Pan Cheesy Chicken and Broccoli Bake

2 cups fresh broccoli florets

1 cup shredded cheddar cheese

1 cup cooked rice

1 cup chicken broth

1 teaspoon garlic powder

1 teaspoon onion powder

Salt and pepper to taste