Her fake tan, bad hair extensions and chavvy outfits caught much more attention than her singing, which really wasn't that good, was it?
Chloe Mafia appeared on the X Factor under the name Chloe Victoria, and somehow made it through her initial audition, but was later kicked off the show for reported cocaine use.
It seems like rejection from The X Factor has done her no harm, though - the Wakefield mother-of-one looks unrecognisable these days and, according to her Instagram bio, is an international businesswoman.
Now known as Chloe Khan, her pictures show the lifestyle of someone who enjoys extreme luxury.
According to The Sun, Chloe is about to become the face of Las Vegas club Spearmint Rhino.
A spokesperson told them: "She's one of several girls we use in campaigns. She became involved after performing in one of our clubs."
Chloe's photos show off her love of designer clothes, shoes and diamond jewellery, and see her hanging out on private jets.
And Chloe, whose maiden name is Chloe Heald, hasn't forgotten her roots. She posted a picture last month, posing next to a white Range Rover and lots of designer luggage.
She wrote: "Arrived yesterday in to Manchester with no hair extensions. Happy to go but always happy yo come back. Also happy to see my car in one piece thought it might bet f**ked up in my absence lol [sic]"
What do you think of Chloe's transformation?
Read more on Chloe Khan here:
Check out Chloe Mafia before and after – from singing wannabe to polished and pouty jet setter