There definitely is a gap but not in the way I think you meant; in case you were not aware, mobile games are now the biggest market segment of video games period (console, PC included)
Considering you missed the #1 market, maybe your research techniques might be lacking?
Also, for clarity, the browsing and gaming done on phones isn't casual.