hershey chocolate syrup brownies. chocolate syrup brownies are rich, moist, smooth and amazing! just when you thought homemade brownies couldn't get any better try making them with hershey's chocolate syrup! another similar recipe is our triple chocolate fudge cake with hot fudge syrup.