A witness at the scene said the car was heading north on Frankton-Ladies Mile Highway and had gone straight and missed the entrance to the Shotover Bridge.
It travelled about 600m off the road across the underpass, the Queenstown trail walking track, and rolled into the Shotover riverbed.