If you have the time or want to prepare the chicken ahead, you can certainly marinate the chicken for a few hours or the night before baking to infuse extra flavor. If you don't have time, no worries. The chicken will still taste great. A trick I use is to buy kosher chicken which is already brined. This makes the chicken juicier more flavorful. With brined chicken, I skip the marinating for sure.