The reality TV star couldn't work out what the animal was when she was sent in to clip its nails.
Charlotte, 25, is among the celebrities taking part in the new series which shows them caring for animals on a farm.
The latest challenge showed her being sent to look after some alpacas, but Charlotte was left baffled.
When she first saw the animals, she asked: "Is that a llama?" before saying: "Is that a giraffe?"
Fans were left laughing and they flocked to Twitter to mention the gaffe.
One wrote: "Charlotte Dawson asking if that alpaca is a giraffe #CelebsOnTheFarm @CharlotteDaws."
Another added: "I need a friend like @CharlotteDawsx she gives me so much joke!! Bellyache with laughter #CelebsOnTheFarm."
One more commented: "Best line from @CharlotteDawsx on #CelebsOnTheFarm so far..”oh my god is it a llama, is it a giraffe?” I can’t cope a GIRAFFE – I’m dyin'."
The Alpaca is a species of South American camelid that is often confused for the llama. It is rarely confused with the giraffe.
The show also features former Towie star Megan McKenna, who has said milking cows left her traumatised.
The reality TV star, 25, says she hated the job because her hair got dirty and she couldn't wash it as her extensions were tired up in a bun.
Speaking to the Daily Star about her biggest challenge, she said: "Milking the cows.
"For me it was traumatising. Cleaning the pigs was also a challenge for me because they were absolutely massive…
"The hair was tied up in a bun on the head. There was no way of washing my extensions.
"I had inches in – probably not the best idea. I should have had short hair."
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