Before I give money to any organization, I check it out on Guidestar, Charity Watch and Charity Navigator. Take a look at the IRS 990s if you feel the websites' ratings don't give enough information.

Easy way to avoid not only pure scams, but also sending money to charities that aren't going to send it where you want it to go.