There are heaps of organic baby products available, just most of them aren't in the shops, you get them online. But that is the case with any type of organic beauty products.
I like the gaia ones, and the eco store ones that I have tried are nice too. They are both available in supermarkets. I know Sukin have a range of baby products that are quite affordable. I am planning on trying those when I run out the ones I have at the moment. I have heard the Weleda stuff is nice but haven't tried it myself.
QV aren't organic/ all natural but I am pretty sure they are free of the nastiest things (could be wrong though), and the intense moisture cream did wonders for DS1's eczema.

If you do a google search for organic baby products you will find a wide selection.