A Cash For Clunkers rebate doesn't count as taxable income. And they aren’t guaranteed loans, either. The government pays the dealers the rebate money, but you don’ t have to pay further taxes on it. In fact, you’ve ALREADY been taxed for this program, and your money helped someone else buy a car.