Yeah a lot of Appimage developers make assumptions about what their systems have as well (i.e. "if I depend on something that is installed by default on Ubuntu desktop then it's fine to leave out"). For example, a while ago I installed an Appimage GUI program on a headless server that I wanted to use via X11 forwarding. I ended up having to manually install a bunch of random packages (GTK stuff, fonts, etc) to get it to run. I see Appimage as basically the same as distributing Linux binaries via .tar.gz archives, except everything's in a single file.