Website Preview Logo

Hey friends - I am trying to poromte my site online and I want my logo to show up next to the site description etc. For example when I type a post on facebook it shows the box which has my site and the taglines, but I do not see any logo. Any thoughts on how to make that happen or is it a facebook thing?