This condition makes your eyelids red, swollen, irritated, and itchy. Though it doesn't cause a classic rash, it often results in crusty white flakes on the red swollen skin, which looks like a rash.
A GP might suggest using an antibiotic cream or ointment that you rub on your eyelid if your blepharitis does not clear up ...