Thanks Arden. I didn't contact you directly, because I know you are a high-profile SAP consultant and you might bill me 
Jokes aside: Thanks, that worked. I had previously tried Event ID ADD_MEMB with Receiver ID NEWMEM, which I thought sounded quite logical, but that did not work.
Cool, thanks for the help!