When that page is shared on Facebook, the “iPhone stage” image is picked up by Facebook for the preview thumbnail, which looks ridiculous. Ideally, Facebook would find the app screenshots and provide them as preview thumbnails.
See attached screenshot to view what a Facebook posting looks like.