There are a few signs that may indicate your car's fuel pump needs replacement. Some common signs include loss of power or acceleration, engine sputtering at high speeds, difficulty starting the engine, and unusual sounds coming from the fuel tank. If you notice any of these issues, it may be best to have the fuel pump checked by a mechanic to determine if it needs to be replaced.