I oftentimes don't know if asking for screenshots is appropriate as I have no idea what's the software is about; so, whenever there are screenshots, I get a sense of relief.
I believe asking and could even warrant openning an issue with said repo!
Always amazes me this is overlooked, especially for graphical projects. Why leave it out, do they not want to show off what they made??