Even at a big company, having someone pushing for you internally makes a difference. Probably not much on the hiring process, but pushing bureaucracy, ensuring a recruiter / coordinator looks at your CV and schedules your interviewers sooner, and so on.

I actually think it's more useful for a different reason: finding out who's doing interesting stuff, knowing where it's worthwhile applying.