The Red singer will perform new track 'State of Grace' for the first time on television during next week's results show on Thursday, November 15.
> Find out who was eliminated from 'The X Factor' this week
Swift recently appeared on The X Factor in the UK, where she performed Red's lead single 'We Are Never Ever Ever Getting Back Together'.
She recently said that she was amazed by the album's commercial success, which she described as "absolutely incredible".
Red sold 1.2m copies in its first week of release in the US - handing Swift the biggest first week sales since Eminem's 2002 album The Eminem Show - and also topped the charts in the UK.
The X Factor USA airs on Wednesday and Thursdays at 8/7c on Fox.
Watch Taylor Swift performing 'We Are Never Ever Getting Back Together' live in New York City below: