Found in my 'Help' link from GMail.
"Prioritized account recovery support is currently offered on an invitation-only basis for selected users."
So, no, this certainly doesn't fix the problem for a lot of us.
Apparently you have to have signed up for something else first.
I think the safest bet is to just give them your money for an apps account if it really matters, but that might be an alternative as well.