The mistake there is not recording a multi-layered clip of yourself responding in different voices. Time out a delay at the start so you can hit play, start walking, make the announcement and get the “reply” as you open the door.
It’s the little details to sell the delusion that puts a spark of genuine fear into the drivers’ eyes.
A purse? Perfect place to keep the drill.