Was struggling with the same, so i created a small Chrome Extension.
Super easy to use -> Gives you all the URLs, titles, upload data and view count in just 1 click!
Works for any playlist, channel or search results.
This saved me tons of time when exporting URLs for use elsewhere.
Hope it helps you too!