Im a backpacker, so if i do stay somewhere I go for the cheapest and most cozy. - most of the time i couchsurf, so ill be at home with people and i can use their kitchen.
but i always check where the nearest health food stores, organic grocery stores or raw cafes or juicebars etc. are - if im in the western world. traveling in poor places calls for different things ofcourse.