Scotch broom are legumes so they fix their own nitrogen. You do not need to add supplemental nitrogen. They may need phosphorus (P) or potassium (K), but you should take a soil sample and have it tested to determine whether your soil will provide enough P and K before you add fertilizer. Go to your county extension office to purchase a soil sample bag.
Thanks for the quick response. I can do the soil test for sure.