The human body is an incredibly complex chemical lab and factory -- constantly making and mixing different chemicals which it uses for thinking and moving. You cannot oversimplify that process by taking a few nutrients in before a ride and expecting the body to be able to function at its best.
Yes, when you are working hard, the body may need additional supplies of this or that -- but it needs to start with a complete and balanced chemistry that it can only get from an overall healthy diet.