- Jade Thirlwall - Self
- Anne-Marie - Self
- Nish Kumar - Self
- Ellie Goulding - Self
- Yungblud - Self
- Richard Ayoade - Self
- Mollie King - Self
- DJ Majestic - Self
- Maisie Adam - Self
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- Ms Banks - Self
- Joe Wilkinson - Self
- Self Esteem - Self
- Shaun Ryder - Self
- Mark 'Bez' Berry - Self
- Desiree Burch - Self
- Nile Rodgers - Self - Panelist
- Russell Howard - Self - Panelist
- Mae Muller - Self - Panelist
- Michelle de Swarte - Self - Panelist
- Johnny Borrell - Self - Panelist
- Casyo Valentine Johnson - Self - Panelist
- Karl Dominic Wilson - Self - Panelist
- James Acaster - Self - Panelist
- Kerry Godliman - Self - Panelist
- Martin Kemp - Self - Panelist
- Ian Broudie - Self - Panelist
- Hannah Waddingham - Self - Panelist
- Melanie Blatt - Self - Panelist
- Jake Shears - Self - Panelist
- Jamie Lee O'Donnell - Self - Panelist
- Sam Campbell - Self - Panelist
- Paloma Faith - Self - Panelist
- Benji Webbe - Self - Panelist
- Judi Love - Self - Panelist
- Ashnikko - Self - Panelist
- Jordan Stephens - Self - Panelist
- Phil Wang - Self - Panelist
- Suggs - Self - Panelist
- Katherine Ryan - Self - Panelist
- Talia Mar - Self - Panelist
- Kiell Smith-Bynoe - Themselves - Panelist
- Danny Goffey - Themselves - Panelist
- Freya Ridings - Themselves - Panelist
- Dermot Kennedy - Self - Panelist
- Billy Porter - Self - Panelist
- Róisín Murphy - Self - Panelist
- Roisin Conaty - Self - Panelist
- Joy Crookes - Self - Panelist
- Tom Davis - Self - Panelist
- Shaggy - Self - Panelist
- Rosie Jones - Self - Panelist
- Maisie Peters - Self - Panelist
- Lethal Bizzle - Self - Panelist
- James Buckley - Self - Panelist
- Alex Brooker - Self - Panelist
- Danny Jones - Self - Panelist
- Gregory Porter - Self - Panelist
- Amy Gledhill - Self - Panelist
- Chesney Hawkes - Self - Panelist
- Perrie - Self - Guest Team Captain
- Courtney Love - Self - Guest Team Captain
- Beth Ditto - Self - Guest Team Captain
- Mel B - Self - Guest Team Captain
- Sophie Willan - Self - Guest Team Captain
- Joel Dommett - Self - Guest
- Glen Matlock - Self - Guest
- Susan Wokoma - Self - Panelist
- Nelly Furtado - Self - Panelist
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