Drinks Data

Reading the Label

A label is a compressed passport. We unpack its style, its rarity and its strength into data you can compare.

1. Specification (The Style Within a Category)

The category tells you what a drink is; the specification tells you which style of it. Every category has its own vocabulary, and the same word can mean something entirely different elsewhere. A drink can carry more than one specification, such as Scotch and Single Malt.

Whisky

Single Malt comes from one distillery and malted barley only. Blended Malt marries single malts from several distilleries; Blended adds grain whisky.

Cognac

Age grades by the youngest eau-de-vie: VS at least two years, VSOP four, XO ten.

Tequila

Time in oak: Blanco unaged, Reposado two months or more, Añejo one year, Extra Añejo three.

When the Rules Differ, the EU Decides

Countries define their spirits differently. We follow the EU rules for spirit drinks (Regulation (EU) 2019/787): when a case is unclear, or when the country of origin allows something the EU does not, the EU name sets the category. A drink that meets no EU category is a spirit drink. In the EU, whisky is at least 40%, aged at least three years and never flavoured, and rum is never flavoured either.

That is why Jameson Orange (Irish whiskey with orange flavour, 30%) and spiced rum are listed as a spirit drink, with their base spirit as specification, such as Whisky-Based. Bourbon, rye and Tennessee whiskey meet the EU whisky rules and stay whisky. Flavoured gin and flavoured vodka are allowed in the EU and keep their category.


2. Release Type (Rarity & Availability)

The release type places a bottle in the portfolio. A core range expression is built for consistency; a single cask is a snapshot that will never return. Knowing which one you hold changes how to read its reviews.

Core Range

The permanent portfolio, made to the same profile year after year.

Limited Release

A fixed number of bottles, often numbered, released once or annually.

Seasonal

Tied to a season or holiday and released on a recurring calendar.

Vintage

Distilled or harvested in one stated year.

Single Cask

Bottled from one individual cask, so every release is unique.

Market / Venue Exclusive

Available in one country, retailer or venue only.

Travel Retail Exclusive

Made for airport and travel retail channels.

Experimental

A one-off trial of a new cask, grain or technique.

Collaborative Release

Created together with another producer, artist or brand.

Discontinued

No longer produced. Shown as a flag in Explore.


3. Strength (ABV & Distillery Notes)

We store strength as alcohol by volume, converting US proof where needed. Some drinks are bottled at a different strength per market; we then mark the ABV as variable and show it with a tilde.

How It Appears
46% ABV one strength everywhere ~ 40% ABV varies by market

Anything that does not fit a field, such as a bottling year or a distillery remark, is kept as a short distillery note on the drink page.


4. Data Quality (How We Keep It Clean)

Labels, spec sheets and producer pages all speak their own dialect. Our engine reads them and translates every term into one shared vocabulary before it reaches a drink page.

Extract

AI reads the source text and fills each field, following a strict data dictionary.

Canonicalise

Synonyms collapse into one term: "PX", "PX Cask" and "Pedro Ximenez Sherry" all become Pedro Ximénez.

Review

Anything outside our vocabulary is set aside and the drink is flagged for a human check, instead of being stored as fact.


5. How We Use It

In Explore

Specification, strength and distillery notes give context on every drink page. Discontinued bottles are flagged, so you know when a profile describes a drink you can no longer find.

In AI Insights

Insights segment the market by cask, production and maturation rather than by label terms. Specification and release type help us describe the drinks behind an insight, not to select them.


Deep Dives & Expert Resources

Flavor Frameworks
The Guide
How It Works
Sensory Science
Drinks Data