Yes, it is possible, but there is no guarantee that the stains will be completely removed. Very often, attempting to remove stains yourself using household cleaning products can damage and discolor the upholstery fabric. As a result, the furniture will be clean after cleaning, but noticeable white patches may remain in the areas where the stains were rubbed.