NME editors Roy Carr and Charles Shaar Murray considered "Watch That Man" the prime example of a collection of songs on Aladdin Sane that were "written too fast, recorded too fast and mixed too fast". They remarked on the "hurried shoddiness" of its production which "doesn't even sound like a finished mix". Co-producer Ken Scott however, speaking in 1999, defended the mix as the result of careful deliberation:
