Customizr&Woocommerce: featured image on shop page?

Hi!

I added a “featured image” to the “shop” page of woocommerce, but nothing is shown.

Is this possible at all?
I can generally add product images as featured image for the product pages (in woocommerce design options), but all other shop pages don’t show featured images.

I’d like to have featured images on all pages to get a consistent page design.

Cheers,
Alex