Confusion as to what goes where?

I have a couple of more questions which came out of reading this thread To pedal or not to pedal

  1. Ignoring the Zoom in my first post what would the recommendation for just one pedal - delay, reverb, overdrive, etc?
  2. If I then was to get more how are they connected and in what order?