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Published 14:55 22 Jun 2015 BST
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Beyoncé is mum to three-year-old Blue Ivy.
The franchise, which is distributed by Disney, is incredibly lucrative at the box office with the latest instalment, Age of Ultron, grossing a whopping $1bn worldwide.
Producers are apparently keen to get the Single Ladies singer on board as they feel her loyal 'Beyhive' fanbase would boost revenue even more.
A Disney senior executive told the Daily Star newspaper: "We would love to have Beyoncé on board, almost certainly as a newcomer to the screen from Marvel's existing catalogue of comic book characters."
The singer starred alongside Jennifer Hudson in Dreamgirls.
The 33-year-old has starred in a number of films throughout her career including the Oscar-winning Dreamgirls and reportedly moved to LA recently with her husband Jay-Z and three-year-old daughter Blue Ivy in a bid to reignite her movie career.
It seems the Grammy award winner has had her sights set on playing a superhero for a while now and was even tipped to play Wonder Woman back in 2008.
Speaking to Hero Complex at the time, the singer said: "After doing these roles that were so emotional I was thinking to myself, 'OK, I need to be a superhero.'"
The family have recently relocated to LA.
Speculation is rife as to which Avengers superhero the mum-of-one would play, with Boom-boom and Blink the most popular guesses.
We think she would be perfect for Tigra who is known for possessing superhuman strength, speed and agility.Vogue Williams reveals the real reason why she stopped speaking to ex husband Brian McFadden
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