The pencils (or at least certain ones) work best with a flat matt paint surface.
I used the Gray Concrete pencil on the vertical Z-beam as a “drybrush method.” The lighter gray color is from the AK pencil.
Other absolutely do not mark at all, such as it might be impossible to use an AK pencil on the gloss red “leather jacket” because it’s too slick.