I've had this problem before when starting the fast. For me it was usually a caffeine headache. I found if I did juice and fruit fast for a day or two prior to the master cleanse, allowing myself some aspirin if I got a severe headache, that by the time of The Master Cleanse
I was fine. Hope this helps.