You are not the only one to request permanent marks. I looked into it how it could be implemented and it shouldn't be very difficult. One thing to consider is, that the marks are really just x and y coordinates on the page. If the layout of the page is changed, the marks might not point to correct positions anymore.

I'll try to add this feature when I can.

Late edit. New version supports now permanent marks. You can change it in the settings.