You may not have found it on Ancestry because they managed to mis-transcribe the name. Without knowing what the surname was I can't say for sure.
Others have found that Ancestry quite often gets names wrong, especially in census records. I found a census record once where the surname was totally different to what was on the image. Someone had boobed right royally there.