FAT scores every label using the same three-step analysis: What is disclosed? How credible is the disclosure? Who stands behind the label? This page walks the three steps for animal welfare claims on U.S. meat.

1 — What this label tells you (and doesn’t)

When shoppers see humanely raised, animal welfare certified, or pasture raised, most assume the animals lived better lives — more space, less stress, better care. That intuition is reasonable, but it is also where most welfare claims either deliver or come apart.

In the United States, most animal welfare claims are voluntary marketing claims, not mandatory disclosures. There is no single U.S. animal welfare standard. The USDA itself does not certify animal welfare; it may review label language or approve participation in third-party verification programs. Federal welfare law — primarily the Humane Methods of Slaughter Act and FSIS humane-handling enforcement — covers slaughter, not the lifetime conditions consumers usually picture when they read a welfare claim.

Two terms have narrow USDA definitions worth knowing. Free range and free roaming apply to poultry only, and require “outdoor access” without specifying minimum space per bird, minimum time outdoors, or the quality of that outdoor area. Pasture raised has no federal definition at all.

2 — How credible is the disclosure?

FAT assigns tiered, partial credit to welfare claims based on how rigorously they are verified.

Tier A — Full credit. Claims supported by rigorous third-party certification with regular audits and standards above common industry practice. The Tier-A welfare programs FAT recognizes include:

• Animal Welfare Approved (AWA / A Greener World) — pasture-based, audited, the most demanding mainstream welfare standard.
• Certified Humane (Humane Farm Animal Care) — independent third-party audits with detailed species-specific standards.
• Global Animal Partnership (GAP) — five-step welfare rating used at Whole Foods. Step 4+ is Tier-A territory; Step 1 is meaningfully weaker.
• Regenerative Organic Certified (ROC) — welfare is one of three pillars (alongside soil health and social fairness); audited.

Tier B — Partial credit. USDA-reviewed welfare-related claims (such as free range on poultry) and USDA Process Verified Programs covering welfare protocols. These rely on documentation and USDA review but lack independent third-party audit on welfare specifics.

Tier C — Minimal or no credit. Claims that rely on suggestive marketing language without certification — humanely raised with no program, family farm raised, pasture raised without standards. Some are factually accurate; some are not. Without verification a consumer cannot tell which.

One credibility note worth flagging. Not all certifications labeled “humane” are equivalent. American Humane Certified standards have been documented as substantially less stringent than AWA, Certified Humane, or GAP step 4+, and the certifier’s independence has been the subject of separate scrutiny. FAT does not lump all “humane” certifications together — we score each by its standards, audit cadence, and independence.

3 — Who stands behind the label?

A welfare claim is only as credible as the entities that produced and processed the animal. FAT surfaces the chain of accountability for every welfare-claimed package.

The processor and the FSIS humane-handling record. Every USDA-inspected meat package carries an FSIS establishment number. FSIS publishes humane-handling enforcement actions — non-compliance reports, suspensions, and recalls tied to humane-handling violations. FAT links the processor on the label to its public humane-handling record. A welfare-claimed package whose slaughter facility carries an active humane-handling enforcement action carries less credit than the welfare label alone would suggest.

The certifier. The certifier behind the welfare claim matters as much as the claim itself. FAT publishes a side-by-side scoring of the major U.S. welfare certifiers — AWA, Certified Humane, GAP (with step level), American Humane Certified, and others — based on standards, audit frequency, conflict-of-interest profile, and record of withdrawal or revocation actions.

The brand owner and corporate parent. Welfare claims often appear on brands owned by large protein companies, including foreign-controlled ones (for example, Smithfield is owned by China’s WH Group). FAT traces beneficial ownership and notes when a single corporate parent operates multiple brands at very different welfare-claim tiers.

Economic concentration. Four firms slaughter roughly 85% of U.S. beef and 67% of U.S. pork. Concentrated systems standardize disclosure choices upstream of the package; welfare standards that are practical at small scale (AWA pasture-based) are structurally harder to operate at packing-plant scale, which shapes which claims actually appear at retail and which remain niche.

For the full research treatment — including the side-by-side certifier scoring, the FSIS humane-handling enforcement dataset, and the documented gaps between welfare claims and on-farm practice — see Animal Welfare in U.S. Meat Production, Animal Welfare Certifiers in the U.S. Meat Supply, and Third-Party Animal Welfare Certification Programs.