Our Process to Clean Chair. Put a small amount of the cleaner on a dry cloth (don't apply directly to the chair). Rub gently but firmly to lift any stains out. ... After the chair has had time to dry, vacuum it again with the brush attachment to remove residue. Another water-based cleaning method is to combine dish soap and water.