What on earth is Truffle Butter? Truffle butter is solely butter combined with truffle oil or truffle pieces. This magnificent compound butter — which can be bought at gourmet retailers or made at home — is Tremendous creamy, spreadable and infused with truffle taste."It is tricky to describe the flavor," Frank suggests. "It's not just that It