Getting into specialty coffee is overwhelming. Endless origins, processes, and roast levels, and filters that only help if you're already an expert.CoffeeByMe fixes that. Describe the taste you want and semantic search matches you across 660 coffees from 47 US roasters. Free, no subscription. You also get roaster profiles, capsule picks, a recipe community, and brewing guides I write by hand, so you can find a coffee, understand it, and learn to brew it.