While I wouldn’t agree that it’s “literally nothing” (is does really exist), it’s just another club/organization and unless you’re an officer and have leadership responsibilities, it’s no more meaningful than the others in which you are involved.
My D was rejected the first time she applied and is now a Junior at a T10 engineering school.