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CoffeeByMe
Search coffee by how it tastes, not just where it's from
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.
Hey Product Hunt 👋
I'm a Korean developer based in SF, and I drink way too much specialty coffee. The problem: every roaster site makes you filter by origin or roast level, but that's not how I actually pick coffee. I pick by taste. "Something juicy and berry-forward" or "nutty and chocolatey."
So I built CoffeeByMe to search the way I think. You describe the flavor you want, and it matches you to specialty beans from US roasters using semantic search over real roaster data, not keyword tags.
What's under the hood:
- Titan embeddings for flavor-based semantic search
- Curated profiles from top US specialty roasters
- Matches are ranked based on how close they fit your palate
It's a solo project I've been building nights and weekends, so I'd love your honest feedback, especially on the search results. Try a weird flavor query and tell me if it nailed it (or didn't).
Thanks for checking it out ☕
About CoffeeByMe on Product Hunt
“Search coffee by how it tastes, not just where it's from”
CoffeeByMe was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #153 on the daily leaderboard. 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.
On the analytics side, CoffeeByMe competes within Coffee, Artificial Intelligence and Food & Drink — topics that collectively have 504.2k followers on Product Hunt. The dashboard above tracks how CoffeeByMe performed against the three products that launched closest to it on the same day.
Who hunted CoffeeByMe?
CoffeeByMe was hunted by Seyoung Oh. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of CoffeeByMe including community comment highlights and product details, visit the product overview.
Seyoung Oh