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Coffee flavour profilesTell us roughly what you fancy and we will show you coffees to explore — and, for every one of them, exactly why it appeared.
Written and reviewed by the CoffeeLabAdvisor editorial team
Three directions to explore. Pick whichever sounds good — you can change your mind, and nothing here is a test.
Fruity, floral, a little adventurous
Even, easy, the everyday cup
Dark, roasty, full-bodied
Evidence-based · not ranked · not tasted by us · how we decide
Those three words describe what you are in the mood for, not what we claim a coffee tastes like. Each group is built from what coffee labels actually document — the roast, where it grew, how it was processed. We have not tasted any of these coffees, and the page you land on shows you exactly what each label does and does not say.
Everything below is the method, published in full. You do not need any of it to use the tool — it is here so that if you ever want to check our working, you can.
This tool used to offer five. They were measured against each other on the catalogue, and two pairs of them selected almost exactly the same coffees — two of the five held no coffee that was not also in another profile. We tried rewriting the rules to separate them before merging anything, and the evidence would not allow it: inside the overlap, most labels document no process and no variety, so there is nothing left to tell them apart on.
So the profiles were merged, and the reason matters.
Smooth and nutty are not the same thing, and chocolate-leaning is not the same as bold. We merged them because our evidence cannot tell them apart from what labels document, and we are not going to invent the difference.
If the labels we can read ever document enough to separate them honestly, the profiles separate again. This is the taxonomy the current evidence supports, not a final one.
Every profile is read from the same small set of facts, and the catalogue states them unevenly. These counts shape how many coffees land in each profile, so they are published rather than left for you to infer.
A listing writes things its own way. 27 coffees document a process between them and use 24 different strings to do it — natural, natural process and naturally processed are one thing written three ways. Grouping them is a judgement, not tidying up, so here is the whole of it.
The verbatim phrase is never replaced. Each card shows the words the label used; the group is derived beside them. Within one attribute, rules are checked in order and the first match wins, because a specific phrase has to beat the general one inside it — anaerobic natural is anaerobic, not natural. That ordering is about reading a phrase, not about which profile a coffee lands in: the profiles are not mutually exclusive and can overlap where the documented evidence supports more than one. A phrase no rule claims gets no group and the coffee drops out of that grouping rather than being guessed into one.
What happened to the cherry after picking. Named on a specialty bag, absent from most supermarket ones.
| Group | A phrase reaches it when it contains | What our catalogue states |
|---|---|---|
| AnaerobicChecked first: 'anaerobic natural' names a sealed fermentation and is not the same as a natural, so the general term must not claim it. | anaerobic |
Anaerobic processing; Anaerobic Natural; anaerobic natural, 72-hour fermentation; Anaerobic Process; anaerobic fermentation and natural drying |
| HoneyCovers 'honey', 'honey process' and 'honey-processed'. | honey |
Honey Process; Black Honey; Red Honey; honey processed; honey-processed |
| WashedBefore 'natural', because several labels read 'washed and sun-dried' — the washing is the process, the drying is how it finished. Giling Basah is Indonesia's wet-hulling and is grouped here. So is semi-washed, which genuinely sits between washed and natural: calling it washed is our judgement, not the label's, and it is listed here so you can disagree. | washed wet-hulled wet hulled giling basah |
washed and sun-dried; washed; Washed Process; washed process; washed and patio dried; washed and 100% sun-dried; fully washed and patio sun-dried; Giling Basah wet-hulled; Washed Processed; semi-washed |
| NaturalLast of the four, so the more specific rules above take their phrases first. | natural sun-dried sun dried |
natural; natural process; naturally processed; Natural Process |
The one attribute most labels do state, which is why it carries more of the classification than we would like.
| Group | A phrase reaches it when it contains | What our catalogue states |
|---|---|---|
| Medium-darkChecked before both 'medium' and 'dark', either of which would otherwise claim it. | medium-dark medium dark |
medium-dark roast |
| DarkFrench and Italian are darker still; they are grouped as dark rather than given classes we could not tell apart. | dark french italian espresso roast |
dark roast; espresso roast; French roast; French Roast |
| LightIncludes 'light-medium' only when the label leads with light. | light |
light roast; Light Roast; Light roast |
| MediumLast, so medium-dark is already taken. | medium |
medium roast; Medium Roast |
Arabica or robusta, as the label states it. Silence is not a claim either way.
| Group | A phrase reaches it when it contains | What our catalogue states |
|---|---|---|
| Arabica and robustaFirst, or a blend phrase would be read as whichever bare species appears in it. | arabica and robusta arabica & robusta arabica/robusta robusta and arabica arabica-robusta |
arabica and robusta |
| RobustaA bag that names robusta alone. | robusta |
nothing in the catalogue yet |
| ArabicaCovers '100% arabica' and the bare word. | arabica |
100% arabica; arabica |
Grouping a phrase is one thing; knowing what the method does is another. These explain what happens to the coffee, what each method is associated with in the cup, and which coffees in this catalogue document it:
Grouped from what the label documents: a light roast, natural, honey or anaerobic processing, or an Ethiopian or Kenyan origin. A classification of label information, not a tasting claim.
Why this profile exists in this shape: Kept as one class: measured against every other class it shares at most 3% of its members, so the evidence already separates it. Last reviewed 2026-10-04.
| What it reads | Value on the label | What that value is worth here |
|---|---|---|
| roast | light | Only this profile reads it, so on its own it points here. |
| process | natural | Only this profile reads it, so on its own it points here. |
| process | anaerobic | Only this profile reads it, so on its own it points here. |
| process | honey | Only this profile reads it, so on its own it points here. |
| origin | Ethiopia | Only this profile reads it, so on its own it points here. |
| origin | Kenya | Only this profile reads it, so on its own it points here. |
Grouped from what the label documents: a medium roast, or a Colombian, Brazilian, Guatemalan, Costa Rican or Mexican origin. A classification of label information, not a tasting claim.
Why this profile exists in this shape: Merged from the two rules that used to be called smooth and nutty. They selected almost the same coffees, and no documented attribute inside the overlap can separate them. The concepts differ; our evidence cannot tell them apart, and we do not invent the distinction. Last reviewed 2026-10-04.
| What it reads | Value on the label | What that value is worth here |
|---|---|---|
| roast | medium | Only this profile reads it, so on its own it points here. |
| origin | Colombia | Only this profile reads it, so on its own it points here. |
| origin | Brazil | Also classified under Darker-roast, Brazil & robusta signals, so it supports this profile without telling you which of them a coffee is. |
| origin | Guatemala | Only this profile reads it, so on its own it points here. |
| origin | Costa Rica | Only this profile reads it, so on its own it points here. |
| origin | Mexico | Only this profile reads it, so on its own it points here. |
Grouped from what the label documents: a medium-dark, dark, French, espresso or Italian roast, a Brazilian origin, or robusta stated on the label. A classification of label information, not a tasting claim.
Why this profile exists in this shape: Merged from the two rules that used to be called chocolatey and bold. Neither held a single member exclusive to itself, so neither described anything the other did not. Last reviewed 2026-10-04.
| What it reads | Value on the label | What that value is worth here |
|---|---|---|
| roast | medium-dark | Only this profile reads it, so on its own it points here. |
| roast | dark | Only this profile reads it, so on its own it points here. |
| roast | french | Only this profile reads it, so on its own it points here. |
| roast | espresso | Only this profile reads it, so on its own it points here. |
| roast | italian | Only this profile reads it, so on its own it points here. |
| origin | Brazil | Also classified under Medium-roast and Latin-American-origin, so it supports this profile without telling you which of them a coffee is. |
| species | robusta | Only this profile reads it, so on its own it points here. |
| species | arabica-robusta blend | Only this profile reads it, so on its own it points here. |
A value more than one profile reads cannot define either of them — it narrows the field without settling the question. We publish which is which rather than letting a shared signal look decisive.