If you're logged into your site and viewing your content on the frontend, you may notice that some of your links are underlined. These are broken links, and the underlined formatting is only displayed to you (not to your site visitors). Once you update the link to a fresh, correct link, the underlined formatting will not show up. Read more here about the Broken Link Checker plugin.