Subscrption clarification

I'm confused and get email from our members asking about subscriptions and how it work, can I get clarification about the following

when you have site subscriptions on, members are not getting email notifications when new comments or replies has been added unless they subscribe to a specific post then they get everything.
can you explain please as I was thinking when you have site subscription is ON you get everything... new posts, comments, replies..etc

Thanks