The user only sees a screenshot. There is no visual feedback indicating that this is a video. The user might discover this on accident by mousing over just as much as they could never notice and miss an opportunity to see the product at work.
Clearly show a play button so that the user understands that this is a video. Show the video duration and the video player controls.