@manuel mentioned that it was recently changed to this behaviour (not sure why).
I (on i3) just changed the --enable option to --disable in the exec line of /usr/share/applications/welcome.desktop and it’s not popping up anymore.
edit: actually putting --disable there is an overkill, just removing --enable should be enough.