Don't judge a book by its cover.

“Don't judge a book by its cover.”

Do not form an opinion about someone or something based only on outward appearance.

— Traditional United Kingdom Wisdom, United Kingdom

Source: Traditional English-language proverb, widely attested in English usage since the mid-20th century