I drilled a small hole through the Cateye clip (down near the clip opening) and put a zip tie through there to "lock" my LD1000 onto the loop on my Banjo Brothers rack bag. It can't come off. (I worried about a rubber band breaking.)

Bouncing around while attached to a bag? Even better for getting attention, as long as it doesn't end up "off angle" too much.