Abandoned Cart not capturing customer details

Abandoned Cart not capturing customer details even when I see they have items in their cart. Any suggestion to resolve this would be appreciated.

Most cases they will not have registered so there is not much to capture - right?

In most cases I can see their names which shows they registered.