I definitely believe it makes a difference. My previous two attempts were done while I ate really crappy food. This time has been much more pleasant, and I eat very healthy food. I actually wrote a diet book based on what I eat. It's at www.theskinnysnob.com.
Soon I am going to go completely raw and eat no processed or cooked foods whatsoever.