What Meat Labels Tell You — And What They Don’t

Farm Animal Transparency (FAT) explains what U.S. meat labels actually disclose, what they omit, and why it matters—using evidence, not marketing.

Read the Plain-English Guide (PDF)

Read the full web version →

What Is Farm Animal Transparency?

Farm Animal Transparency (FAT) is a neutral, evidence-based project focused on transparency in U.S. meat labeling.

FAT does not rank production systems, endorse labels, or tell consumers what they should prefer. Instead, FAT evaluates what information is disclosed on meat labels—and what information is not.

Transparency is not advocacy. It is clarity.

Why Meat Labels Are Confusing

Most meat labels are designed for food preparation safety and inspection—not for consumer transparency.

  • Claims without clear definitions
  • Standards implied but not specified
  • Key information consumers assume is provided but is not

This does not reflect misconduct by producers. It reflects a labeling system that was never built to consistently disclose farming practices.

What FAT Evaluates

FAT evaluates meat products using a consistent disclosure-based framework.

  • Origin — geographic and farm-level disclosure
  • Feed — type, duration, specificity
  • Animal Welfare — claims, audits, standards referenced
  • Processing — location and role of processor
  • Quality — objective indicators disclosed
  • Verification — evidence versus implication

FAT distinguishes between what is disclosed, partially disclosed, and not disclosed.

What FAT Is Not

  • A certification program
  • A marketing platform
  • An advocacy organization
  • An endorsement or opposition to any production system

A conventional operation can be transparent. A premium-branded product can be opaque.

The FAT App

The FAT App applies the same transparency framework to scanned product labels, helping users understand what information is present—and what is not—at the point of purchase.

The App does not score products based on preferences. It analyzes disclosure.

Learn about the FAT App →