I used Palmers Soothing Oil for Itchy Skin. It has a preggy belly on the bottle. It helped heaps.

Word of warning though, my very worst itching happened when my stretchmarks came in so if you aren't already doing it get going with something to try to avoid them. I used Palmers Tummy butter and the stretchmarks only came in after I stopped using it the day I gave birth.