The thing is, Neo had no choice, because he was going mad. His mind was whispering everyday "there's something wrong" and he couldnt even sleep. To him, the 2 pill thing was not really a choice but a scape.
To normal people, taking the red pill would be stupid. I wouldnt want to live in a fucked up world, eating shit and showering once a week.