As I said before this is not possible, simply because there is no way to do it in wordpress. I know it does not find it, because it’s the theme provided search url.
I would happily do this for you if it was possible to return taxonomy terms on the default core search, but it’s not possible. No matter what I do, there is no way to do this yet 🙁