It's so easy to do Google, Facebook and LinkedIn searches on people. And that's just a start. The Internet gives multiple ways to dig into backgrounds, memberships, interests and behavior. Everybody does it, right?
There shouldn't be a job hunter left on the planet who doesn't realize that it's smart to clean up social media accounts when pursuing a serious job application.