Gitlab not using SMTP, even if "properly" configured

Hello,
I’ve setup Gitlab on my VPS and configured SMTP according to https://docs.gitlab.com/omnibus/settings/smtp.html
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!