Some rashes look like an allergic reaction but really aren't, because your immune system wasn't involved. Instead, you touched something that took away the surface oils shielding your skin. The longer that thing stayed on your skin, the worse the reaction. It's called irritant contact dermatitis.
If you have eczema, you're more likely to get this kind of rash.