It seems there's a shortage of over-the-counter weight loss drug Alli. The maker says that's because it is running low on Alli's active ingredient. Users should see Alli back in stores within the next month. But some people don't want to wait, and are buying the drug on the Internet for four or five times the price! Alli is the only over-the-counter weight loss drug approved by the Food and Drug Administration.