Site Settings can be found under Administration -->Site Settings. These settings are site-based, meaning that anything you change here will affect the entire site.
There are some general settings here like whether you want to allow notes on your labels or if you want to force your users to select a cost centre.
You can also set a site logo from here which will allow you to easily identify which site you are currently logged into.