Don’t judge a book by its cover.
Meaning: Just like you can’t form an opinion of a book just by looking at its cover, you can’t form an opinion about someone (or something) from their outward appearance.
Example: He seems a bit jerk to me, but, hey, you never know. He may be good. You shouldn’t judge a book by its cover.