You can embed a video on your WordPress Page by just pasting a link to a video. All you have to do is copy the link into your ‘visual’ composer on WordPress like this:
But, if you have any other text on the same line as your video link – the video won’t embed. It will only show up as a link, like this. WordPress gets confused and doesn’t see it as a video.
xyz https://vimeo.com/65091923
You can also make some text link to the video. You do this by selecting the text, clicking on the “link” picture at the top, and then pasting your video link into the box that pops up.