Facebook Graph Search Points Me in the Wrong Direction

My first experience of the new Facebook Graph Search was disappointing. I asked for restaurants and was given a list of interesting looks restaurants (presumably recommended by my friends). Unfortunately these were all in Perth, several thousand kilometers away from where I was and so of no interest.