A number of sports stars past and present have also received nods.
Boxers Anthony Joshua - who has a two-year-old son Joseph - and Tyson Fury, who has four kids, Valencia, Prince John James, Venezuela and Prince Tyson Fury II, will do battle against retired footballer Rio Ferdinand, who has a hat-trick of children, Lorenz, 11, Tate, nine, and Tia, seven.
He sadly lost his wife Rebecca Ellison to breast cancer aged 34 in 2015, and TV presenter Simon Thomas tragically became a single parent to eight-year-old son Ethan last year after his wife Ellen Thomas died aged 40, just three days after she was diagnosed with blood cancer.
Simon completes the nominees list along with UK reality TV star Josh Patterson - who has 11-month-old daughter India with "Made in Chelsea" star Binky Felstead - and YouTuber Mark Hoyle.
Celebrity Dad of the Year nominees:
Prince William
Simon Cowell
David Walliams
Liam Payne
Rio Ferdinand
Anthony Joshua
Tyson Fury
Simon Thomas
Josh Patterson
Mark Hoyle