Scrubbing a temporary tattoo can take a long time if you scrub it with soap and water. A quick and easy way to remove one is to use rubbing alcohol applied with a cotton ball. Just wet the tattoo with alcohol and rub it with the cotton ball. After about three applications, the tattoo will be gone. It takes about 30 seconds to remove.