You can also consider adding a cosigner to your application who will agree to assume responsibility for the debt if you fail to make payments. Lenders consider your credit score, debt-to-income ratio, income and other factors when assessing your application for financing. To improve your chances of being approved, you can take steps to raise your credit score or reduce your debt-to-income ratio.