Service desk won't email reporters

I have enabled Service Desk, and, although issues are created properly, Gitlab won't email my replies to the issue reporter.

For example, the reporter for this issue never got my reply. I reproduced this myself by emailing a new issue, replying and confirming that I never received that reply to the email address I used.