Broccoli and Bodybuilding. Nutrition. Broccoli is one of the most popular vegetables all over the world and it is used in a variety of dishes and cuisines.It has been a staple in bodybuilding diets for obvious reasons: it’s low carb, rich in fiber and antioxidants.