most students will look for a real surface in the problem, rather than an imaginary one. Emphasize this.
(Try the following and add it as an activity if it is effective.) Maybe it would be worth giving them a charge distribution and asking them to draw the Gaussian surface that works. Collect a bunch and then emphasize that they all work.