If you notice itchiness, pain, changes in skin color, increased odor in your underarm area, then you might have an armpit rash. Most of the time we don't pay much attention to our armpits, only when we're shaving or applying a deodorant, we realize that there's a skin rash appearing. This can lead to irritation, itchiness, bumps and reddish or black spots.