It is not recommended to drive with a failing fuel pump. If you notice any of the symptoms of a bad fuel pump, it is important to have your vehicle checked by a professional mechanic as soon as possible. Continuing to drive with a failing fuel pump can cause damage to your vehicle's engine and other components.