Here is an example of the winner-take-all effect as applied to Internet companies. The effect is very real, and it becomes more pronounced the more powerful our technologies become.
I'll grant you the pathological nature of the App Store, but I don't agree that that's characteristic of the Internet as a whole. The house always wins over there.
Also, that informal survey asked for the total of income, so it's heavily biased towards companies which started earlier.