You can’t judge a book by its cover

return pic

Not easy to understand something or someone's worth without knowing the entire situation

origin pic

George Eliot’s The Mill on the Floss (1860), Mr Tulliver uses the phrase in discussing Daniel Defoe’s The History of the Devil