Don’t Judge the book by its Cover. Introduction. The popular idiom “don’t judge the book by its cover” has been used a million times. It has been interpreted in many ways, and applied in numerous circumstances. Different situations compel people to respond in different ways, but in some cases, appearance is often far removed from.