Signal is great until your family member's phone breaks, and you have to explain to them that their messages are gone forever. Allow us to choose to enable backups, Signal!
I expect it would be easier to compromise a group member's phone than someone's Google account.
They are encrypted with a key you have to note down somewhere though, so if you don't prepare for it the messages are, in fact, gone forever.