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".
NME editors Roy Carr and Charles Shaar Murray considered "Watch That Man" to be a prime example of songs on Aladdin Sane that were rushed in their creation, recording, and mixing process.