Messages to Beyonce poured in on Twitter and on her official Facebook page.
"For months, police officers have been working long hours, sacrificing time with their families and risking their personal safety to make sure the super bowl can be enjoyed by our entire nation without fear," Irwin Fletcher said in a Facebook comment. "Their selflessness is rewarded by Beyonce throwing them under the bus with this rant."
Former New York Mayor Rudy Giuliani didn't like the costume Beyonce and her dancers wore in the Super Bowl 50 halftime show, which is a nod to the women in the Black Panther movement.
"I thought it was really outrageous that she used it as a platform to attack police officers who are the people who protect her, and protect us and keep us alive," Giuliani said during an appearance on "Fox & Friends."
Beyonce and her dancers wore black berets and raised their fists in the halftime performance.
Beyonce's stylist for the show, Marni Senofonte, told Essence.com the wardrobe choice was made because "It was important to her to honor the beauty of strong black women and celebrate the unity that fuels their power. One of the best examples of that is the image of the female Black Panther."
Despite some backlash, others continue to praise Beyonce for the message of her song.
"Beyonce, some people may not like it, but you are changing the way we see each other and that is a really powerful thing to do just in song lyrics," Kirsty Smith wrote.