Gitlab not using SMTP, even if "properly" configured

I’ve setup Gitlab on my VPS and configured SMTP according to
The test command and the end of that page works nicely, but when using the real stuff (activation email) I don’t receive anything.
How can I fix this, or at least debug it?
Thank you!