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What is a COLA?

A Certificate of Label Approval (COLA) is required for every alcoholic beverage sold in the United States. The Alcohol and Tobacco Tax and Trade Bureau (TTB) maintains a public registry of all approved labels, creating one of the most comprehensive databases of beverage products in the world.

What is COLA Cloud?

COLA Cloud scrapes, processes, and enriches the TTB COLA Registry, making it accessible through:
  • Web Application — Browse and search labels at app.colacloud.us
  • REST API — Programmatic access to COLA data
  • Snowflake Data Share — Query the full dataset in your data warehouse

Data Coverage

2.6M+ COLAs

Label approval applications dating back to 2005

4.6M+ Images

Original and web-optimized label images

470K+ Barcodes

Extracted UPC/EAN codes for product matching

Daily Updates

~2,300 new approvals added per week
The web application and API serve records from 2015 onward. Full historical data back to 2005 is available via Snowflake data share.

AI-Powered Enrichment

  • Barcode Extraction — UPC/EAN barcodes with precise coordinates
  • Computer Vision OCR — ABV, volume, and text extracted from label images
  • LLM Categorization — Automatic product categorization (e.g., “Spirits > Whiskey > Bourbon”)

Data Model

EntityDescription
colasCOLA applications with approval details and product metadata
cola_imagesLabel images (front, back, neck, etc.)
cola_image_barcodesExtracted barcodes with type and coordinates
permitteesTTB permit holders (businesses)

Use Cases

  • Product Catalog Enrichment — Official label images and attributes
  • Supplier Lead Generation — Identify new market entrants
  • Competitive Intelligence — Track competitor product launches
  • Market Research — Analyze category and origin trends