Calvin agrees that it's common, Ben says it's wrong.
This seems to suggest a regional difference.
In informal British English, it's certainly normal and very common to use "be after something" to mean "be looking for something". For example, if you see a friend or family member rummaging through a cupboard or drawer, you'd ask "What are you after?", meaning "What are you trying to find?".