Hello from the Wix DevRel Team!
This sounds like an issue having to do with your mobile layout. Check out this guide for more on how to change the thumbnail to allow VideoBoxes to work on your mobile site:
https://support.wix.com/en/article/wix-editor-videoboxes-on-mobile
Hope this helps!
Rob