Publishing a page doesn't trigger your site to go live

If you are in the beginning stages of building your website and your site is not live yet, publishing a page will not make your website live. You will be able to view your published update when you choose "view my website", but this will not make it live to others.

If your website is already live, publishing a page makes it immediately available on your public site.