https://ticket.wikimedia.org/otrs/index.pl?Action=AgentTicketZoom;TicketID=11198468
There must be a way to purge the cache of page previews, especially if the content has been revision deleted. I tried repeatedly to purge both the article which had been edited to include the vandalism, but also the page which hosted the link and displayed the page preview without direct success. About 10 minutes later after my first attempted purge, it was no longer visible.
Please make it easier to purge the content of a page preview, and if a revision deletion happens on a page always clear that page cache.