At least in Australia, "chai" is on sale in cafes meaning Masala chai, a mix of leaf tea and Indian spices and herbs. And then you've got the "chai latte", like a regular latte but with "chai" instead of espresso.
Amusing weirding of language - it should really be a "masala"!