← FAT Research Library
📅 Published November 19, 2025
✍️ Dirk Adams
3 min read

← FAT Research Library

📅 Prepared November 19, 2025  |  🔄 Revised May 2, 2026

✍️ Dirk Adams

⌛ 7 min read

FAT RESEARCH SERIES — ECONOMIC CONCENTRATION / BEEF

Understanding How Beef Pork and Chicken Labeling are Different–There’s Not Much Difference But It Is Set Out In The Chart Below

Category USDA Required Verified / Certified Unverified Marketing
Examples • Product name
• Net weight
• Ingredient list (if more than one item)
• USDA seal + plant number
• Safe handling box
• “Keep Refrigerated/Frozen” line
• Packer/distributor name & address
• USDA Organic seal
• Prime / Choice / Select grades
• Certified Angus Beef
• Animal welfare programs (GAP, Certified Humane)
• Non-GMO or similar seals
• “Natural”
• “Farm Fresh”
• “Locally Raised”
• “Sustainably Raised”
• “Humanely Raised” (without certification)
• “No Hormones” on chicken/pork*
Who checks? Always enforced by USDA inspectors Verified by USDA graders or outside certifiers Allowed if not misleading; company polices itself
Trust level ✔ High — must appear on every package ✔✔ Strong if backed by a trusted program ⚠ Low — often just marketing language

*All poultry and pork are already hormone-free by law; this phrase is technically true but can mislead.

Additional References

  1. USDA FSIS. “FSIS Guideline 2024-0006.” 2024. www.fsis.usda.gov.
  2. USDA. “Updated Guideline.” August 28, 2024. www.usda.gov.
  3. USDA AMS. “Process Verified Program.” www.ams.usda.gov.
  4. USDA FSIS. “Voluntary Labeling Final Rule.” 2024. www.federalregister.gov.
  5. USDA AMS. “COOL.” www.ams.usda.gov.

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