As Twitter moves to pilot its first experiments in monetization , it might be interesting to speculate on its prospects for success. To help, I'll go through some of the elements of success and failure that have been proven in the last twelve years or so of online advertising experimentation. Without all of these elements being in place, ad-supported models have tended to fail. 1. Large enough audience to matter.