What is Fair Tax?

Many people believe we should move to a fair tax system in the United States. Instead of paying Federal Income Tax you would pay tax merely on what you purchase. This would be built into the purchase price. Many believe this would be a more fair form of taxation because everyone would be taxed in a similar manner.