A weeb is a person who is obssesed with Japanese culture. Many people make the mistake to say weeb is the one who watches anime and enjoys it. So here is the correct answer
X - You watch anime, right?
Y - Yes, i am a weeb.
X - Bro, you are an otaku, weeb means that a person is obssesed with Japanese culture.
Y - Oh, ok, thanks!