Although Gertie is popularly thought to be the earliest animated film, McCay had earlier made Little Nemo (1911) and How a Mosquito Operates (1912).
Walaupun Gertie populer dianggap sebagai film animasi yang pertama, sebelumnya McCay pernah membuat Little Nemo (1911) dan How a Mosquito Operates (1912).