Even if you somehow miss the sinister growth on its surface, you won’t miss its odor. Rancid mustard has a very strong smell. If it’s in the earliest stages of turning bad, it can be pretty hard to tell, so always make sure to keep it stored in the fridge and be mindful of the expiration date.