v1.0 Enterprise Release • 9 Integrated Data Sources

The Canonical Structured Database for Global Fine Spirits

Powering AI agents, beverage analytics, secondary auction platforms, and hospitality tech with a fully provenance-tracked catalog of standardized spirit records, published mash bills, cask lineages, and real auction market indices.

Explore API Docs Request the Dataset Download Public Sample 🤗 Try the Sample Explorer
1,200+ Verified Bottles
3,000+ Global Distilleries
9 Integrated Sources
100% Provenance Tracked
WhiskyDB Luxury Dark Mode Decanter and Cask Data Nodes
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Valuation Benchmark
$1,450.00 USD +14.2%
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Cask Lineage
First-Fill Ex-Oloroso Sherry

Interactive Catalog Live Demo

Test our real-time filtering engine. Query by spirit category, minimum age statement, cask maturation styles, and sensory flavor tags.

Showing 6 verified canonical records
Response time: 14ms • Normalization: 4-Tier Active

Data Architecture & Provenance Engine

How we transform chaotic public web registries and disparate market dumps into clean, relational, institutional-grade datasets.

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9 Integrated Sources

Continuous automated ingestion from Wikidata, Wikipedia, Open Food Facts, TTB COLA Registry, UK Companies House, EU eAmbrosia, and WhiskyHunter auction archives.

Public Domain ODbL Government FOIA
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4-Tier Normalization

Automated cleaning pipelines standardize ABV percentages, bottle volumes to mL, grain mash bills to exact ratios, and secondary market auction prices to USD.

ABV Standardizer Currency FX Unit Conversion
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Deep Lineage Mapping

Relational linking between spirits, brand owners, independent bottlers, distilleries, hierarchical cask taxonomies, and standardized sensory flavor wheels.

3NF Relational Schema Foreign Keys

Full Auditability & Provenance Ledger

Every single attribute in WhiskyDB includes an immutable foreign key linking to our `data_sources` audit table with exact HTTP endpoint URLs, access timestamps, and status codes. Never trust black-box scraping again.

"primary_source": {
  "source_name": "TTB COLA Registry (USA)",
  "endpoint_url": "https://www.ttb.gov/cola/registry",
  "access_timestamp": "2026-07-05T18:45:00Z",
  "http_status": 200
}

Transparent Commercial Pricing

Choose the tier that fits your development scale. From open-source research to global institutional trading platforms.

Monthly Billing Annual Billing Save 20%

Public Research Sample

Ideal for academic research, Kaggle data science, and testing.

$0 / forever
  • ✓ 15-Record Curated Sample
  • ✓ CC BY-NC 4.0 Sample License
  • ✓ Kaggle CSV & Parquet Dumps
  • ✓ Basic Distillery Metadata
  • ✕ Real-time REST API Access
  • ✕ Secondary Market Valuations
Download Sample
Most Popular

Standard Catalog License

For beverage apps, hospitality software, and e-commerce.

$49 / month
  • ✓ Full Commercial Spirits Catalog
  • ✓ SQLite + CSV Snapshots
  • ✓ Monthly Data Refreshes
  • ✓ Mash Bill & Cask Taxonomies
  • ✓ Commercial License Included
  • ✓ Full Provenance Ledger Access
Subscribe · $49/mo → Instant Download
or buy the current snapshot once · $49
Secure card checkout via Stripe · annual billing on request

API & Valuation License

For investment analytics and valuation platforms.

$99 / month
  • ✓ Everything in Standard Catalog
  • ✓ REST API Access (provisioned per license)
  • ✓ 19-Year Auction Price Index
  • ✓ Distillery Valuation Benchmarks
  • ✓ Standardized Tasting Notes
  • ✓ Priority Support
Request Access

Developer Quickstart

The read-only REST API ships with the API & Valuation license: a dedicated endpoint and key are provisioned for you on signup — request access below. Here's what integration looks like: 

# Query spirits with Sherry Cask maturation and Peat Smoke flavor
curl -X GET "https://YOUR-PROVISIONED-ENDPOINT/api/v1/spirits?cask_style=Sherry&flavor_tag=Peat+Smoke&limit=10" \
     -H "X-API-Key: YOUR_API_KEY" \
     -H "Accept: application/json"
import requests

# Query WhiskyDB REST API for Single Malt Scotch with valuations
headers = {"X-API-Key": "YOUR_API_KEY"}
params = {
    "spirit_type": "Single Malt Scotch",
    "min_age": 16,
    "limit": 20
}

response = requests.get("https://YOUR-PROVISIONED-ENDPOINT/api/v1/spirits", headers=headers, params=params)
spirits = response.json()["data"]

for bottle in spirits:
    print(f"{bottle['name']} ({bottle['abv_percentage']}% ABV) - {bottle['distillery']['name']}")

§ 04 · Frequently Asked Questions

Common inquiries regarding WhiskyDB normalization standards, schema, valuations, and licensing.

What data attributes are included in the WhiskyDB spirits database?

Every spirit record in WhiskyDB is normalized with exact ABV percentage, age statement, bottle volume in ml, standardized mash bill percentages (corn, rye, wheat, malted barley), precise cask maturation lineage (e.g. First-Fill Oloroso Sherry, Mizunara Oak), primary sensory tags, and distillery provenance.

How often are the secondary market auction valuations updated?

The API & Valuation tier ($99/mo) updates real auction market indices and pricing indicators on a monthly schedule, tracking major global spirits auction houses and producer price sheets.

Can I download a free sample before purchasing a commercial license?

Yes! You can immediately download our public CSV sample datasets (spirits.csv and distilleries.csv) from our open-source GitHub repository or explore them interactively via our Hugging Face Sample Explorer without requiring an API key.

How does WhiskyDB verify distillery mash bills and cask lineages?

We combine producer-published spec sheets, government label filings (TTB COLA records), and verified historical distillery ledgers into an immutable provenance chain with source citations for every determination.

Request the Full Dataset

Tell us who you are and which tier you need — we reply from our desk within 1 business day with delivery and payment details.

Card, invoice, or crypto · Fulfilled manually within 1 business day · Direct desk: whiskeydn.kite979@simplelogin.com