Roasters print origin on every bag, but it usually reads as geography trivia — a place name next to a process and an altitude. Underneath it, in the actual tasting notes people write, origin is doing real predictive work.
We pulled the tasting-note text from all 3,226 bags tracked in Koffeesome and counted how often each flavor word shows up per country, against how often it shows up across the whole catalog. When a note appears at a country far more than its catalog-wide baseline, we call that lift— Kenya's blackcurrant, at 9.3× the baseline, is lift; caramel showing up everywhere at roughly the same rate is not.
Below are the eight countries with enough volume — at least 100 bags each — to trust the signal, mapped to their true geographic centroid and ranked by how much of the catalog they represent.