First , I went by some of the reviewers saying they ran a little large and so I ordered the 8 1/2 (I wear a 9).  I love them, so comfortable, fun and feminine.  So many shoes now are kind of clunky, these have just enough, but are sleeker, love the heel, and super, super comfortable!