A surprising number of sites still support RSS even though they don't have an icon or a link to the feed in the UI - so it's worth checking the page source to see if there's a feed URL.

It's one of the big things I'll credit Wordpress for - they enable RSS by default so a lot of sites support it without even meaning to.