I notice on a lot of sites including this one I see a security logo that say "tested by", how does this work. Example: this site says tested by mcafee. What does it do? What are these programs called? How is it set up?

Take a look at http://www.mcafeesecure.com/us/

Basically they run some scripts on your site to make sure it passes certain criteria.

Great, Thanks.