2004 Volkswagen Golf Fuel Pump / Fuel Filter Question I have a 2004 Volkswagen Golf with about 137,000 miles on it. After struggling with some intermittent issues starting the car, a mechanic friend of mine determined that the fuel pump needed to be replaced. 2004 Volkswagen Golf Replacement Fuel Filters – CARiD Volkswagen Golf 2004, Fuel Filter by Premium Guard®. Fuel filters are precisely designed and engineered to meet OEM requirements and fitment. Delivering high efficiency filtration, filters meet modern engine demands for maximum fuel..