Now that would be pretty incredible, right?!
Speaking to E! News, Jennifer admitted she is a big fan of Rihanna and when asked if she would like to take to the stage with the 27-year-old, she didn't hesitate to answer.
"Absolutely," she said. "Who wouldn't?! I'm a huge Rihanna fan."
Gushing about the star, J.Lo added: "Every time I have met her, I feel like she's such a girl's girl - which I love, because I'm a girl's girl and she seems very sweet. And I love the edginess about her."
While the pair are yet to perform together, Jennifer and Rihanna have joined forces in the latest Dreamworks movie Home.
The animated film tells the story of an Alien named Oh (voiced by Big Bang Theory's Jim Parsons) who arrives on Earth and befriends a teenage girl Tip (Rihanna).
Jennifer plays Tip's mother in the film, but due to the movie being animated she never actually got to meet with Rihanna while making it. That didn't stop the starlet from praising her co-star though, insisting Rihanna does a "really great job" with her role.
Rihanna - who was busy promoting new flick Home in New York earlier this week - has not only voiced a character for the film, but she has also provided two songs for the film's soundtrack too.
Speaking about working on the new release, she said: "I've had an incredible time making music for this film.
"I've worked really closely with Tim Johnson, the director, just to make sure that lyrically, and musically the songs were matching exactly what he needed — what he needed the audience to feel in that moment."
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Watch the trailer for Home here: