Recommended belly cream/oils?

5 months pregnant and have started to itch! Mainly my nipples and  sometimes my belly too. I've been using the palmers oil for quite some time but doesn't seem to be easing too much. 
Any recommendations? 
I've heard pure organic coconut oil works wonders, any opinions would be appreciated! 
Also would love something readily available in Canada ?