My Chemical Romance is not definitely not emo. Nor is The Used, Panic at the Disco, Taking Back Sunday, or Underoath. They're just alternative rock (except for Underoath, which is metal.)
It's hard to define emo these days, it's more of a fashion trend and an insult than anything...most emo...