The problem with taking a multivitamin is that the body will have trouble absorbing it. Even when not on Alli, the body cannot absorb all the vitamins in a tablet. The body needs to have you consume that vitamins gradually throughout the day, not all at once. When taking a vitamin, the body ends up peeing most of it out.