The Geordie Shore star became the latest star to be evicted from the Borehamwood Bungalow after a week of shocking behaviour, which saw her rub her bare bum on fellow housemates Jedward.
Nominated by Stacy Francis as part of this week's shopping task, it was clear from the crowd's reaction that they wanted her out.
But, the housemates and Chloe were surprised by the results when Emma Willis called out her name.
Dressed in a black, backless bodysuit, the brunette beauty told the stars "it's fine" as she made her way up the stairs to leave the house.
Chloe appeared nervous before Emma Willis revealed the results
Chloe admitted she was happy to have left the Big Brother house
Her eviction came after viewers called on show bosses to axe the reality TV star after she ran around the house naked on her first night.
Speaking to Emma about her departure, she said: "To be honest, I was just there to have fun. I didn't care about winning. I'm missing my Snapchat and phone so I'm really happy."
Chloe also discussed her budding romance with Calum Best. She joked: "I think if I'd stayed one more night, I would have had it in the bag. He called me a worldie tonight."
But, she admitted now she is out of the house she is "over" him and wouldn't mind if Jessica Cunningham swooped in .
The public decided they had had enough of the Geordie Shore star in the house
Celebrity Big Brother 2017 highlights
Tue, January 17, 2017
Celebrity Big Brother 2017: The best bits from the latest series including all the arguments, kisses and Tony the Pony.
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Celebrity Big Brother viewers were surprised to hear Kim Woodburn urging Chloe Ferry to become an escort
The 21-year-old said she thought Kim was a 'cute old woman who liked to argue'
And, touching on her argument with Kim Woodburn on her first night, she dished: "At the beginning I didn't get on with her. But, she's just a cute old woman who like to argue. She's calmed down. I think she'll calm down and realise she's made a bit of a freak of herself."
Following Chloe's eviction, Big Brother surprised the housemates by handing out eternal immunity to one lucky celebrity.
Housemates chose James Cosmo to be saved from the public vote until the final in a couple of week's time. In turn, he chose Speidi to face eternal nomination.
Celebrity Big Brother continues on Channel 5 on Saturday at 9pm.