The boyband are currently working on their third studio collection and have revealed that they have the perfect song for the country star to feature on.
"I think she's really good," Max George told E! News, while Nathan Sykes claimed their new track 'Heartbreak Story' would be "perfect" for Swift.
Jay McGuiness added: "Someone mentioned that and we thought, 'Wow, that's a really good idea'. So we could get on that."
The Wanted are expected to release their new album in April, while they recently confirmed plans for a new TV series to air on the E! Network.
Meanwhile, the group will release 'All Time Low' as their new single in the US.
Watch the music video for The Wanted's 'All Time Low' below: