YouTube/Vimeo embeds breaking layout

I'm struggling with the standard WordPress video embed code (ie. just copying the URL into place or wrapping in [embed][/embed]). As the screen width reduces the text below the video gets lost behind the video.

I found this post – – and tried implementing these bits but no joy.

Any one got any ideas?

(This is an old site I'm working on resurrecting)