Most multivitamin and mineral supplements should ideally be taken with food as certain fat-soluble nutrients such as vitamins A, D and E, are better absorbed this way. Additionally, some people will find that they feel nauseous if taking a multivitamin on an empty stomach. You will find clear instructions on the product label explaining whether or not the supplement should be taken with or away from food.