I have at least 3 Penguin books in my library (Kindle format).
Thumbnails work just fine -- illustration, author etc. I have no "generic Penguin" covers.
When I open it in the Kindle App, it doesn't actually have a cover.
I'd assume it's a format thing, not a "cheapskate" thing.