It's not the first time Perry has been criticised for her election commentary.
In late October, she and husband Orlando Bloom raised eyebrows for their "strange" made-up voting song they posted on Instagram before the election.
The star couple filmed themselves over their morning coffee, breaking into song to encourage followers to vote.
"Rise and shine and get to the polls now," sang Perry, 36, wearing a "Daisy Dove" necklace in honour of their daughter, born on August 27.
"Vote in person, not with a mail-in ballot," added the topless Pirates of the Caribbean star, 43, stumbling over his words slightly.
"Now's the time to vote in person, person, people of the United States," finished Perry in the video.
"Mom & dad here reminding you that YOUR VOTE COUNTS!" the post was captioned.
Perry has previously spoken out in favour of the Biden-Harris ticket, sharing several photos of herself and now Vice President-elect Kamala Harrison on Instagram in August.
"I've had the privilege of getting to know @kamalaharris over the years and @joebiden choosing her as his running mate is already a testament to his decision making: Kamala is exactly the kind of leader WITH experience we desperately need right now," Perry wrote in the caption.
"She's the type of person willing to put in the WORK to make our country better. Less than 3 months until Election Day. LET'S DO THIS YA'LL."
Perry's tweet comes after president-elect Joe Biden won the US election, which has prompted celebration among many other celebrities.
Actor Jim Carey who has taken on the role of Joe Biden on Saturday Night Live, did his Biden impersonation on the show, calling Donald Trump a "loser" in the most Jim Carey way.
