When you set the location in Google it customizes the cookie with a named field that is a capital L I believe. That field is encoded or encrypted and I could never figure it out so I just constructed a rainbow table by using phantomjs to set a location and scrape the cookie out, pairing the known location value with the encrypted value so that we could customize "the location of the search".