Residents near Wairere Road, Caton Road, Gregory Road or Duffy Road are also asked to check their security camera footage or dashcam footage if they were driving in the area between 11am and 2pm yesterday.
"We are urging residents in the neighbourhood to please ensure they check their sheds, backyards or any area where someone may seek shelter.
Anyone who has seen a person matching Simpson's description is asked to contact Police on 111.