Grease a 9 x 13-inch baking dish or spray with nonstick cooking spray.
In the prepared dish, toss chicken with lemon juice, olive oil, parsley, oregano, thyme, smoked paprika, seasoned salt, cumin, onion powder, garlic powder, black pepper, turmeric, and cayenne. Let the chicken sit and marinate at room temperature for 30 minutes while you preheat the oven to 375°F (190°F).
Add the uncooked rice, zucchini, and chicken broth to the pan with the chicken. Stir to combine.
Cover tightly and bake for 40 minutes, or until most of the liquid is absorbed and the rice is tender. If needed, bake for an additional 5-10 minutes until rice is done.
Fluff rice with a fork and season with additional salt and pepper if desired. Serve topped with tzatziki, fresh herbs, and lemon.