Your browser connects to [email protected] but no matter whether you believe that site to be Google, the U2F process means that it can only use a key for phish.me, which won't work on the Google.com servers even if they relay it.
The only attack which still works is if they control DNS and can forge an SSL certificate, at which point we have much bigger problems than phishing.
Or if they're able to get some malware onto your system permitting them to change your dns servers or alter your hosts file, and add certificates to your OS/browser trust store.
And in the long run I have more faith in making systems more secure via technological means than to try and convince users not to click on links in shady email messages. So by moving the problem into the technology domain and out of the social domain, I'd say it's a big win.