Finally ended up added this to my Apache config file to get it working:

Below here:
Listen 80

Added this:
ExtendedStatus On

SetHandler server-status
Order deny,allow
Deny from all
Allow from localhost

Sources:
http://httpd.apache.org/docs/1.3/mod/mod_status.html

Note, this is also handy:
sudo apachectl configtest