Ok got it, so:
sudo certbot certonly -d leptokaropoulos.gr -d www.leptokaropoulos.gr --authenticator webroot -w /var/www/html/
Mind asking you, how to set the renewal?
Thank you very much for your time and help @rg305 (and @_az)!
EDIT:
I was following this tutorial.
.