You could also argue that income tax makes no sense, because the people are going to pay sales tax or property tax with it anyway.

The more you concentrate the tax in one area of the economy, the more you incentiveize people to try to find a way around that specific tax. Spreading it out reduces the risk of making people behave otherwise irrationally just to avoid paying tax.