Sure, use boneless chicken breasts if you insist, but you will sacrifice flavor and texture. For the very best chicken breasts, I definitely recommend sticking with the recommended skin-on, bone-in meat. Keep in mind, you’ll need to decrease the smoking time for boneless chicken breasts, and finishing it on high heat is unnecessary since you won’t have that delicious skin.