If your blog requires serious interaction with your main website such as blog posts that allow for one-click shopping, then using the same CMS makes integration easier.
If you’ve already created a blog and later launched a website selling a product, it’s might not be necessary to move your blog over, especially if it’s easier to create a blog template that meshes with your main website.