Instead of using a glass of water to swallow your pills, try a tall drink of aloe juice. This well-known succulent may help your body absorb vitamins and remove toxins. A study at the University of California, Davis, showed that drinking 2 ounces of aloe juice with supplements can increase the bioavailability of vitamins C and B12.