What would FB/twitter tell them anyway? I doubt anyone is going to post "Hey, I cheated on my taxes, whoo hoo!!!".
What they're looking for is people that claim to have very little income, yet they post pictures of their new cars, boats, expensive vacations, etc. or any other hint that someone is living far beyond their (reported) means.