I use a stem stitch. It looks similar to a zig zag stitch. The first stitch goes across and the second stitch goes down on an angle. It is shaped more like a "z". The size is adjusted according to the applique.
I like to use the decorative stitches to add interest. I used the brick one outside a little house wallhanging for a path.