How long does it take to lose weight on the ab rocket?

Weight loss is much more about what you eat than what it is about how you exercise. If you're overeating (badly) you can pretty much stay on the ab rocket the whole day and you won't lose anything.

If you're eating sensibly it's possible to lose 1-3 lbs/week, pretty much with or without exercise.