How can I embed a Vimeo video in a FAQ

I want to embed images and video in FAQs. I've tried adding the raw URL on a line by itself and I've tried via the embedly plugin. All HTML seems to be getting stripped out and I am a super admin user. How can I add a video from Vimeo or YouTube to my FAQ answers?