Give us viewers a little more info so we cn help out.
Did they immigrate to the US? Did they settle in NY or Boston?
Do you know that there are variations of spelling, I have Garofalo in my tree, there is also a message board for Garafalo.
List your Grandparents names and who their parents are so we can check our tress and see if we have any matched.