> I bet those stats are tea tea, not counting herbal tea.

I think you're right. There is a table showing the popularity breakdown of the different types of tea, including herbal, but I think that's the global breakdown, not US.

It didn't provide a stat for it, but the page does remark that the majority of black tea consumed in the US goes to making iced tea.