Yup, she followed in the footsteps of her best pal Marnie Simpson and braved the camera wearing nothing but a pair of black undies, strategically covered her modesty by placing an arm across her chest.
Of course, Chloe's snap didn't go unnoticed and it seemed to cause a bit of a stir among Instagram users. One fan predicted: "@chloegshore1 think you're gonna get some hate on this one chick!!"
Some users had criticised Chloe for baring all, suggesting that it was unnecessary for her to strip off the photo. One user commented: "Beautiful doesn't mean naked!!" While another said: "No need. Have some respect for yourself."
Others, however, pointed out that it's down to Chloe to choose how to pose for her own pictures and credited the 20-year-old on her figure. One fan gushed: "Hard work sure pays off you can be proud of yourself."
Another told Chloe: "You're beautiful inside and out. #beyourself @chloegshore1."
Chloe so far hasn't responded to her critics, but her selfie comes after she recently revealed she has lost two stone after embarking on her own get-fit mission.
We caught up with her recently and Chloe exclusively told Reveal that she had felt "a bit of pressure" to get into shape.
Chloe explained that the other girls on the show had already gone through their own weight loss journeys, and seeing their results pushed her to want to do the same.
She said: I just realised that I wasn't happy. I didn't feel sexy an in the house, all the girls are so skinny and they have amazing bodies. I wanted to feel that good and look that good because the pressure was on a bit."
"They've been as supportive as they can be, but we don't always see each other all the time because we're so busy," she added.
"When they saw us, they said, 'Bloody hell, you look so different and so skinny!' They didn't recognise me, but it was so good to hear because I wasn't happy before."
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