In order to prevent your credit score from dropping before closing, avoid taking on new debt, like buying a car or applying for a new credit card. Similarly, continue to make consistent, timely payments on all existing accounts, and pay off any outstanding balances. Lastly, closely monitor your credit report for any potential errors that could harm your score.