how to clean velvet car seat covers? plush car seat cover is a special fabric usually reserved for evening wear or luxury items. This article refers to the range of velvets produced from silk, cotton, and synthetics. 1 Read the care label. 2 Treat any stains prior to washing. 3 Hand wash. 4 Drip dry washable velvets. 5 Press.