Hi @nabilalshihaby ,
I don’t know the exact cause of this particular issue, but do check the format of images, og:image tag, network connection and the aspect ratio and image size as requirements vary across platforms. Else you can report a problem to Facebook. They will troubleshoot it for you.
Also check the speed of your store.