You can't judge a book by its cover
ɛhɟɪ daɪːma boʊːɟɪna aːf kaʊːbynnɪ
In Icelandic Ekki dæma bókina af kápunni
This proverb is used in Icelandic culture to advise against judging based on appearances.
Example
"Ekki dæma bókina af kápunni, hún gæti verið mjög áhugaverð."