I also use coconut oil. I love it!!
This is my first pregnancy, I used shea butter at first. Then I got baby and me bump cream (freebie), so I started using that. And my midwife tells me my bump is neat :)
I use almond oil, and I'm almost 29 weeks. Seems to work really well for me so far.
I love coconut oil. I've use coco butter before but this has been far better.