Hi Sean -
I ran into the same thing. I found that the iPad doesn't recognize all the various formats of MP4.
Heres what I found with the Google:
"iPad or iPhone 5/4S is only compatible with H.264, MPEG-4 or Motion JPEG video format with the following specifications:
If it is H.264 video, it...