It makes me want to login in, to share the history and recommendations between screens. I think a neat way to do that would be to authenticate with some other service that can just store and sync an encrypted blob that is the Local Storage of the site. That could be fairly private and doesn't put any load on the first site, it wouldn't need accounts. This could be a browser feature but then it doesn't work between browsers.