The sulfates in shampoo, while removing dirt from your hair and scalp, also strip them of natural oils. This dries out your hair and makes it frizzy and brittle.
Your scalp also absorbs whatever industrial chemicals the shampoo contains.
The /r/NoPoo ("no shampoo") wiki on Reddit has good information on this topic.