I haven't had much luck finding my real grandfather, but I really doubt he'd show up on the net somewhere unless it was a historical document.
Googling works pretty well though. Also if you know what school they went to, try classmates.com. They may be registered there.
If you want some help looking in realtime, just hop on the IRC channel.