When I paste my link on lets say facebook, it brings up DreamHost for the link title and in the description it says this customer has not yet set up their site blah blah blah. When I have set up my site already and all that. My site is http://freshgrocerygetters.com
Facebook caches certain information. Here is a post on another forum with the info that you need http://stackoverflow.com/questions/5256114/how-to-clear-facebook-sharer-cache
This: https://developers.facebook.com/tools/debug - it’s the tool previously known as FB Linter. Throw here any URL that’s not displaying in FB as expected and see what it tells you. It also serves as a crawler sort of thing.