Similar coffees
Pick up to three coffees you liked. We'll rank the catalog against what they have in common.
How the similar coffee finder works
You name coffees you enjoyed; the tool reads their attributes and ranks every other coffee in the catalogue against them. Nothing is asked about your taste in the abstract — the picks themselves are the answer, which is useful when you know a bag was excellent but not which part of it you were responding to.
Each candidate coffee earns points for every trait it shares with your picks, weighted by how much that trait actually shapes what ends up in the cup. Where the coffee grew and how it tastes outrank how it was roasted. The ten highest scores come back, each labelled with the traits it matched on, so you can see whether a suggestion is close because of the origin, the process, or the flavour profile.
The coffees you picked are dropped from the results, and ties break on the community rating, so the better-reviewed coffee comes first when two match equally well.
What counts as similar
Six attributes are scored, and they do not count equally. This is the same ranking model behind the Coffee Matcher quiz and the rating-based For You feed, so all three agree on what closeness means.
| Attribute | Weight | What it captures |
|---|---|---|
| Origin | Highest | Where the coffee grew. Country and region shape acidity, body and sweetness more than any other single factor. |
| Flavour notes | High | The roaster's tasting notes, grouped into categories — fruity, floral, chocolate, nutty and so on — so a berry note can match a stone-fruit one. |
| Variety | Medium | The coffee plant itself, from Bourbon and Caturra to Gesha. A near miss still counts: an exact variety match scores highest, but a coffee from the same species group also earns credit. |
| Process | Medium | Washed, natural, honey or fermentation. This is what most drinkers are actually chasing when a coffee surprises them. |
| Roast level | Lower | Light through dark — how far the roaster took the beans. |
| Roast profile | Lower | Whether the coffee was roasted for espresso, for filter, or as an omniroast. |
Why process and origin matter more than the roaster
When a coffee surprises someone, the cause is usually the processing method. A washed Ethiopian is clean, tea-like and floral; a natural from the same farm is heavier, jammy and fruit-forward; a honey process sits between them. Two coffees sharing a process often taste closer to each other than two coffees from the same roastery do.
Origin sets the frame around that. A Kenyan carries a blackcurrant acidity that a Brazilian never will, however it is processed; a Colombian sits in the balanced middle; an Ethiopian brings florals. That is why origin carries the heaviest weight in the ranking, and why the results cross roaster boundaries freely — the coffee closest to the one you loved is usually roasted by someone else.
Roast level and profile come last on purpose. They matter, but they are the layer a roaster applies on top; matching them while ignoring where the coffee grew produces suggestions that share a colour and nothing else.
Getting better suggestions
Pick three coffees rather than one. A single seed gives you its close neighbours; three seeds let the tool see what they have in common, and a trait shared by all three rises above one that appears once.
Pick coffees you genuinely liked, not ones you merely finished — the tool has no way to tell the difference, and an indifferent bag will drag the ranking towards itself. If the results feel too narrow, swap a seed for something from a different origin; if they feel scattered, choose three that share a trait you want more of.
If you want the results to follow you around instead of being asked for each time, rate coffees while signed in — the For You feed is built from those ratings and updates as they accumulate.
Questions about finding similar coffees
How does Cuppd decide which coffees are similar?+
It reads the attributes off the coffees you picked — origin, flavour note categories, variety, process, roast level and roast profile — and scores every other coffee in the catalogue against them. Origin and flavour carry the most weight, then variety and process, then how the coffee was roasted. The ten highest-scoring coffees come back, with the traits each one matched on shown next to it.
How many coffees can I search with?+
Up to three. One seed works and gives you close neighbours of that single coffee. Three seeds work better when they share something — the same origin, or the same process — because the shared trait gets counted from every seed and rises to the top of the ranking.
Why don't my own picks appear in the results?+
They are removed from the pool on purpose. Being handed back the bag you just named is not a recommendation.
Does the price, bag size or roaster country affect the match?+
No. Packaging, decaf status and the roaster's country are deliberately left out of the scoring. A bag size that a coffee happened to come in is not a taste preference, and nothing about enjoying a coffee says the next one has to share its caffeine content or come from the same country. The tool ranks on taste attributes only.
Do I need an account to use it?+
No. The similar coffee finder works without signing in — pick your coffees and the results appear. An account only matters if you want to rate coffees, save them to a list, or get a personalised For You feed built from your ratings over time.
How is this different from the Coffee Matcher quiz?+
They run on the same scoring engine, but they ask for input differently. The quiz has you name the taste dimensions yourself — pick an origin, pick a process, pick the notes you like. The similar coffee finder reads those dimensions off coffees you already enjoyed, which is easier when you know what you liked but not why.
Which roasters are searched?+
Every roaster in the Cuppd catalogue, which is built by scraping specialty roasters' own webshops country by country and rescanning them monthly. You get cross-roaster results, which is the point — the coffee closest to the one you loved usually comes from someone else's roastery.