After you publish your video, make sure you have it listed either public or unlisted. Private settings will not allow it to be seen.
Then go to your video and click play, pause it and copy the WEB BAR link. Paste your link in the your general settings tab labeled Youtube video.
Do not use the youtube button labeled "share" in your youtube settings because that link will not work in the site integration.