If your carpet will be directly on concrete, then you'll want something relatively thick to provide some cushioning, as well as a thick underlay. I'm not sure shag would actually be that soft to walk on if it's directly on concrete. I have a thick berber and it's just fine. Don't cheap out on either the carpet or the underlay or you'll regret it.
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