If your body itches after using Neosporin, it is a result of the reaction of your skin to the Neomycin present in the product. Neomycin is notorious for causing an allergic reaction called dermatitis when it contacts the skin. This can lead to redness of the skin, itchiness, and scaly. The more you keep applying Neosporin, the worse your skin reaction becomes.