You can use the automobile allowance to qualify for a mortgage if you can show you have received payments for at least two years. There are two ways for you to qualify with an automobile allowance: The bank/mortgage company will look at your tax returns to see if the auto allowance was written off or there are reimbursed business expenses. These write offs will be deducted from the total income calculations.