“We would be so cute next to each other,” the three-time Grammy winner tells PEOPLE.

Megan Thee Stallion; Taylor Swift. Photo: Steve Jennings/Getty; Gareth Cattermole/TAS24/Getty

Megan Thee Stallion is a certified Swiftie!

In an exclusive conversation with PEOPLE, the “Body” rapper, 29, opens up about how she would love to work on a music project with Taylor Swift.

“I love Taylor Swift, and I would like to collab with her one day,” says Megan, who recently teamed up with Pepsi, Swift’s boyfriend, Travis Kelce, and other NFL stars for a new commercial.

“She’s a stallion too, she’s a tall girl,” Megan adds. “I love that. We would be so cute next to each other.”

Over the course of her illustrious career, the three-time Grammy winner has collaborated with other music greats, including Beyoncé on “Savage Remix,” Ariana Grande and Doja Cat on “34+35,” Cardi B on “Bongos,” SZA on “Freaky Girls” and Dua Lipa on “Sweetest Pie.”

Never miss a story — sign up for PEOPLE’s free daily newsletter to stay up-to-date on the best of what PEOPLE has to offer​​, from celebrity news to compelling human interest stories.

Taylor Swift; Megan Thee Stallion.Matt Winkelmeyer/Getty; Dia Dipasupil/Getty

Megan has sung her praises for Swift, 34, in the past, even once stating during an interview that she was grateful for Swift’s support at the 2023 Video Music Awards.

“Her real name is Tay Tay,” the artist joked, “because when I looked back and saw the clips of how she was turning up, I said, ‘Taylor Swift, friend, you better be having a bash while we up here shaking it.’ “

“She was having a time. I was like, ‘Taylor Swift is so bad, she’s a Hottie,’ ” Megan added, referencing the name given to her loyal legion of fans. “I love it.”

During that VMAs performance, Megan teamed up with Cardi B to perform their collaboration “Bongos” live for the first time. The set came two years after the duo performed their hit “WAP” at the 2021 Grammy Awards.

Megan Thee Stallion will serve as host of the 2024 VMAs on Sept. 11.