They reported suffering gastrointestinal illness after visiting the park between Friday and Monday.
Some had to be hospitalized, but health officials say the outbreak was not serious.
Employees at the indoor park are disinfecting the pool and other areas of the complex, which includes a hotel.
Great Escape officials say they're also investigating what caused the illnesses.