I just tried to post a link to learn.moodle.net on Facebook, but it included a link to the Partner being advertised at the time the page was requested.

I believe that there's a way of using a tag in the header to specify a specific image to use. Stack overflow agrees: http://stackoverflow.com/questions/1079599/facebook-post-link-image

We should make it so