Fine wine market intelligence for the trade
Don't guess.
Know.
Live pricing across retail, auction, exchange, and restaurant channels — built for wine merchants, importers, distributors, producers, and serious collectors.
Every wine · Every price · Every channel · Built for the wine trade
Built for Every Role in the Fine Wine Trade
Start with your role, then choose the product surface that fits how your team works.
By Role
Start with the Job to Be Done
Wine Merchants
You're checking 10 websites to price a single wine.
Price benchmarking & sourcing
What They Need
- Benchmark competitors across retail, auction, exchange, and restaurant channels.
- Spot sourcing opportunities faster with live market context.
- Upload inventory and price offers without rebuilding your workflow.
Data Tools
Choose How You Use the Data
Where teams lose margin
Too many tabs. Incomplete prices. No clear way to compare channels before you quote, buy, or sell.
You're pricing blind
No single source covers retailers, auctions, restaurants, and exchanges.
What changes
Wine Labs: Every pricing channel — retail, auction, exchange, restaurant — in one platform.
Your data is stale
By the time you find a price, it's already changed.
What changes
Wine Labs: Real-time ingestion. Alerts the moment a wine moves.
You can't compare across channels
Retail, auction, exchange, restaurant — four prices, no way to compare.
What changes
Wine Labs: Every listing matched to one canonical identity. One true market picture.
They use Wine Labs
Real businesses, real results.
Portfolio Intelligence for Serious Collectors
Matching, valuation history and market context behind an AI-powered cellar.
Richer Product Data for Wine Retail
Cleaner identities and structured information across an existing merchant inventory.
Market Intelligence for Singapore Fine Wine
Local and global market context inside an AI-assisted sourcing workflow.
Market Data for a Modern Drinks Platform
The pricing and market-data layer behind their wine catalog workflows.
Distribution Intelligence at Market Speed
Price inventory instantly and spot arbitrage across the market.
Investment Platform on Reliable Data
94.5% matching coverage and real-time market prices for investors.
Pricing Behind Bacchus, the AI Cellar Assistant
Matching, market data, and listings coverage behind every bottle.
An AI-Native Workflow for Fine Wine
AI agents tap the Wine Labs MCP for on-demand vintage analyses.
Stay ahead of the market.
Auction, catalogue, and news digests that help teams react faster.
Wine Labs guide
Follow the main Wine Labs workflows from data to decisions.
Fine wine market data
See how retail, auction, exchange, restaurant, and private data connect.
Wine Matching API
Resolve messy names and LWIN codes before pricing or enrichment.
Cellar Pricer
Turn stock files and cellar spreadsheets into market-aware valuation outputs.
Data coverage
Understand the source types and identity layer behind Wine Labs.
Pricing tools compared
Compare marketplaces, auction databases, spreadsheets, and APIs.
Customer workflows
Read how wine businesses use Wine Labs data in production.
Every wine. Every price.
Every channel. One platform.
Fine wine intelligence for merchants, importers, distributors, producers, and serious collectors.
Wine Labs · Newsletter
One email a month, on what we shipped.
The monthly Wine Labs product update — new features, new data sources, and the wine-market signals worth your attention.