LinkChecker is a great way of doing this;
http://wummel.github.io/linkchecker/
Other people’s sites may have robots.txt files that prevent you from using this tool on their sites but it’s darn handy for pulling up broken links on your own sites. This is a valid alternative to the Integrity tool on Mac if you’re comfortable with the command line and piping the output to a CSV file etc.