The interface just sucks. I really think that's more or less enough to explain it. You can only do so much when your only mode of interaction is pawing at a tiny screen, so people who want to design good games mostly don't bother. In the absence of real games, the void is filled by cynically engineered malware for your brain.

The iPad was slightly more promising as a games platform, but it just isn't popular enough.