Don't apply without money in the bank
Don't forget that the bank is looking to safeguard their investment. Good credit is a must, but the bank will also be looking for 20-30% of the loan amount to be currently held in cash when applying. Larger loans can see that percentage climb up to 50%. Keep in mind, you can get a larger loan if you already have more on hand.