Eh, maybe. The papyrus one in particular looks quite fake, now that you mention it. I was mainly thinking of the layout anyway. But going to the bother of generating vaguely striking images to fill out that layout is still more than a lot of these people do. For better or worse. I stopped at the blatantly manipulative CTA, so I don't know how bad the whole thing is.
The focus and color in those graphics makes them look like AI-generated graphics to me.