dmaxdmax,
There are some people who do what you propose. In such a case, the key is remembering which side of the peel is which. Otherwise you may end up having to do some sanding to remove scratches, nicks and the like. Plus remove dried on pizza sauce and food stains. I agree with scott123. A pizza pan, or even a cutting board, is a better option.
Peter