Shopping with FAT Labels
Tired of confusing meat labels? FAT gives you complete, verified information so you can shop with confidence. Whether you care about animal welfare, nutrition, environmental impact, or supporting local farms, FAT labels tell you everything you need to know—all in one place.
This guide will help you understand what's on a FAT label, how to read it, and how to use it to make purchasing decisions that align with your values.
Understanding Meat Labels Today
Not all meat labels are created equal. Here's what you need to know about the four types of information you'll find on meat packages.
USDA Required
Product name, net weight, safe-handling, USDA inspection seal.
USDA / 3rd-Party Verified
USDA Organic, Prime/Choice grades, Certified Angus, GAP, AWA.
Unverified Marketing
"Natural," "Farm Fresh," "Sustainably Raised" — allowed, not audited.
FAT Transparency
All 15 categories, verified, plain-English, one label.
Why Shopping is So Confusing
Walk into any grocery store and you'll see dozens of different labels and claims. One package says "Natural." Another says "Humanely Raised." A third mentions "Grass-Fed." But what do these terms actually mean? Are they verified? Do they tell you the whole story?
The truth is, current meat labels give you pieces of information, but never the complete picture. You might know the animal was raised without antibiotics, but not what it was fed. You might see "Product of USA," but not know if it was actually raised here or just processed here. You're left guessing about the information that's missing.
FAT solves this problem by putting all the information in one place. No more piecing together fragments. No more wondering what's been left out. Just complete transparency.
What’s on Every FAT Label
Every FAT label discloses the same core categories—so consumers can compare products based on real information, not marketing language.
USDA or FDA Required Basics
USDA / FSIS (meat & poultry): inspection legend, EST number, net weight, safe handling, common product name, ingredient statement.
FDA Required Basics (seafood & non-FSIS): statement of identity, net quantity, ingredient list, Big-9 allergen statement, nutrition facts, manufacturer or distributor address.
Species
Clear animal type (beef, pork, chicken).
Breed
Breed disclosed by the producer.
Country of Origin
Born, raised, and processed country.
Farm
Single-source farm or grower group disclosed.
Age at Slaughter
Age disclosed at processing.
Processor
Inspected facility name and location. USDA/FSIS for meat, poultry, and catfish (Siluriformes); FDA for seafood and other non-FSIS plants under HACCP; EPA oversees the plant's water and air discharges (Clean Water Act 40 CFR 432 / 408; Clean Air Act).
Who
The corporate entity that stands behind the product — the immediate owner of the processor, farm, brand, or fishing operation, and any parent companies above it. The Who chain is the key that unlocks the public record: FSIS and FDA enforcement history, foreign-ownership status, market concentration in the supply chain, and antitrust / HHI analysis.
Brand
The name printed prominently on the package — what consumers see first. Many supermarket brands are subsidiary product lines of much larger corporations (e.g., Eckrich and Nathan's Famous are Smithfield brands; Hillshire Farm and Jimmy Dean are Tyson brands). FAT discloses both the brand on the package and the corporation that owns it.
Feed
Diet composition disclosed — forage (grass-fed, grass-finished, pasture, hay), grains (corn, oats, barley, millet, soy), mineral supplement package, vegetarian, or regenerative-farming feed. Species-appropriate standards applied.
Animal Welfare
Welfare practices disclosed. Partial credit only where standards exceed baseline commercial conditions.
Medicine
Antibiotic and vaccination policies disclosed; illegal claims score zero.
Hormones
Synthetic hormones are used in beef cattle to accelerate growth (estradiol, progesterone, testosterone, zeranol, trenbolone) and in dairy cattle to boost milk production (rBST). Federal law prohibits the use of hormones in pork and poultry (swine, chicken, turkey) — any "no hormones added" claim on those products must carry the FDA-required disclaimer "Federal regulations prohibit the use of hormones."
Quality & Palatability
Processing method, grade, or quality metrics disclosed.
Organic
USDA Organic certification under the National Organic Program (7 CFR Part 205) applies to meat (beef, pork, lamb, poultry) and dairy. Core livestock requirements: 100% certified-organic feed (no GMOs; no slaughter byproducts in feed); no growth hormones; no antibiotics in organic-labeled meat — sick animals must be treated and, if given prohibited substances, removed from the organic program; continuous organic management from the last third of gestation for slaughter livestock (dairy has separate transition rules); year-round outdoor access, shade, shelter, fresh air, sunlight, and clean dry bedding; for ruminants, ≥30% of dry-matter intake from pasture during a grazing season of ≥120 days. The slaughter facility and processor must also be certified. Verified by USDA-accredited certifying agents with annual on-farm inspection.
See FAT Labels in Action
Here's what a complete FAT label looks like for beef, pork, and chicken. Notice how every category is filled in—no guessing, no gaps.
FAT Transparency — Full Label (Compact)
Beef — FAT Label (Example)
- Species
- Beef (Cattle)
- Breed
- Breed disclosed by producer
- Farm / Ranch
- Single-source ranch disclosed
- Processor
- USDA-inspected facility (name and location disclosed)
- Feed
-
Grass-fed
Forage-based diet disclosed; grain feeding not disclosed - Animal Welfare
-
Animal welfare practices disclosed
Based on producer representations or certification scope disclosed - Medicine — Antibiotics
-
No antibiotics ever (program disclosed)
Verification status disclosed - Medicine — Hormones
- No growth-promoting hormones used
- Quality & Palatability
- USDA grade disclosed (if applicable)
- Dietary Objectives
- Grass-fed dietary preference supported
- Country of Origin
- Born, raised, and processed in the United States
- Program Participation
- USDA Process Verified Program (if applicable)
- Voluntary Marketing Claims
-
Marketing claims disclosed
No points assigned to non-informative claims - USDA Basics
- USDA inspected and passed; safe handling information provided
- Age at Slaughter
- Age at slaughter disclosed
How this label is scored: FAT Scoring Rules
Pork — FAT Label (Example)
- Species
- Pork (Hogs)
- Breed
- Breed disclosed by producer
- Farm
- Single-source farm disclosed
- Processor
- USDA-inspected facility (name and location disclosed)
- Feed
-
Feed composition disclosed
Grain-based diet typical; forage access disclosed if applicable - Animal Welfare
-
Animal welfare practices disclosed
Partial credit only when standards exceed baseline confinement practices; no credit where ratings merely reflect standard caging - Medicine — Antibiotics
-
Antibiotic use policy disclosed
No antibiotics claims scored only when independently verified - Medicine — Hormones
-
Not applicable — hormones are prohibited in pork production
No points assigned - Quality & Palatability
- Processing method and curing approach disclosed (if applicable)
- Dietary Objectives
- Dietary attributes disclosed where applicable
- Country of Origin
- Born, raised, and processed in the United States
- Program Participation
- USDA Process Verified Program (if applicable)
- Voluntary Marketing Claims
-
Marketing claims disclosed
No points assigned to non-informative terms (e.g., “natural,” “family farm”) - USDA Basics
- USDA inspected and passed; safe handling information provided
- Age at Slaughter
- Age at slaughter disclosed
How this label is scored: FAT Scoring Rules
Chicken — FAT Label (Example)
- Species
- Chicken
- Breed
- Breed disclosed by producer
- Farm
- Single-source farm or grower group disclosed
- Processor
- USDA-inspected facility (name and location disclosed)
- Feed
-
Feed composition disclosed
Grain-based diet typical; grass-fed claims not applicable to poultry - Animal Welfare
-
Animal welfare practices disclosed
Partial credit only when standards exceed conventional indoor housing; no credit where ratings merely reflect standard commercial conditions - Medicine — Antibiotics
-
Antibiotic use policy disclosed
No antibiotics claims scored only when independently verified; no credit where claims merely reflect standard industry practice - Medicine — Hormones
-
Not applicable — hormones are prohibited in poultry production
No points assigned - Quality & Palatability
- Processing method disclosed (e.g., air-chilled or water-chilled)
- Dietary Objectives
- Dietary attributes disclosed where applicable
- Country of Origin
- Born, raised, and processed in the United States
- Program Participation
- USDA Process Verified Program (if applicable)
- Voluntary Marketing Claims
-
Marketing claims disclosed
No points assigned to non-informative terms (e.g., “natural,” “cage-free” without standards, “family farm”) - USDA Basics
- USDA inspected and passed; safe handling information provided
- Age at Slaughter
- Age at slaughter disclosed
How this label is scored: FAT Scoring Rules
Compare to Traditional USDA Labels (Without Marketing Claims)
Notice how much information is missing from standard USDA-required labels.
GROUND BEEF
EST. 12345
Safe Handling Instructions
This product was prepared from inspected and passed meat. For your protection, follow these safe handling instructions:
- Keep refrigerated or frozen. Thaw in refrigerator or microwave.
- Keep raw meat separate. Wash surfaces, utensils, hands after contact.
- Cook thoroughly.
- Refrigerate leftovers promptly or discard.
PORK CHOPS
EST. 14321
Safe Handling Instructions
This product was prepared from inspected and passed meat. For your protection, follow these safe handling instructions:
- Keep refrigerated or frozen. Thaw in refrigerator or microwave.
- Keep raw pork separate. Wash surfaces, utensils, hands after contact.
- Cook thoroughly.
- Refrigerate leftovers promptly or discard.
CHICKEN BREASTS
P-27584
Safe Handling Instructions
This product was prepared from inspected and passed poultry. For your protection, follow these safe handling instructions:
- Keep refrigerated or frozen. Thaw in refrigerator or microwave.
- Keep raw poultry separate. Wash surfaces, utensils, hands after contact.
- Cook thoroughly.
- Refrigerate leftovers promptly or discard.
How to Shop with FAT Labels
Step 1: Identify Your Priorities
What matters most to you? Different consumers have different priorities, and that's okay. FAT labels give you the information to shop according to YOUR values, not someone else's.
Maybe you care most about animal welfare. Maybe it's environmental impact. Maybe you want to support local farms. Maybe you're focused on nutrition. Whatever matters to you, FAT labels provide the information you need.
Step 2: Know What to Look For
If you care about ANIMAL WELFARE:
- Check the Welfare category for third-party certifications (Animal Welfare Approved, GAP, Certified Humane)
- Look at Feed to see if animals had pasture access
- Check Age at Slaughter to ensure animals weren't rushed to market
If you care about NUTRITION:
- Check Feed to see if animals were grass-fed (higher omega-3s) or grain-finished
- Look at Dietary Objectives for specific nutritional benefits like CLA or omega-3 content
- Review Quality/Palatability for fat percentage and marbling
If you care about ENVIRONMENTAL IMPACT:
- Check Environmental Impact for carbon footprint and sustainability metrics
- Look at Feed to understand if the farm uses regenerative practices
- Check Origin to choose locally raised meat (less transportation)
If you care about SUPPORTING LOCAL FARMS:
- Check Farm for the actual farm name and location
- Look at Origin to confirm the animal was born, raised, and processed locally
- Check Processor to support local processing facilities
If you care about NO ANTIBIOTICS:
- Check Medicine/Vaccinations to see the complete antibiotic policy
- Look for "no antibiotics ever" or "therapeutic antibiotics only when sick"
- See what vaccines were used (vaccines ≠ antibiotics)
Step 3: Compare Products
Because every FAT label includes the same 15 categories, you can finally compare products accurately. Not comparing grass-fed beef to grain-fed beef while guessing about welfare. Not choosing between "no antibiotics" and "pasture-raised" while missing other information. You see everything, side by side, and make an informed choice.
Stand in front of the meat case with two FAT-labeled products. Read through the categories that matter to you. Choose the one that best aligns with your values. That's it. Shopping becomes simple.
Step 4: Trust the Information
Every category on a FAT label is verified and documented. You're not relying on vague marketing claims or self-reported information. Third-party audits confirm that what's on the label matches what actually happened on the farm. When a label says "grass-fed," there are records proving it. When it lists a welfare certification, that certification is current and legitimate. You can shop with confidence.
Quick Shopping Tips
📋 Read All 15 Categories
Don't just focus on one category. The complete picture matters. An animal might be grass-fed but have poor welfare conditions, or vice versa.
🔍 Check the Details
"Grass-fed" can mean different things. Was it grass-fed AND grass-finished? Or grain-finished? The details matter.
⚖️ Balance Your Priorities
No product is perfect for everyone. Decide which categories matter most to you and make trade-offs accordingly.
💰 Consider the Price
Higher welfare and quality standards often cost more. FAT labels help you understand what you're paying for.
🏪 Support Transparency
Choose producers who embrace full transparency. Your purchases send a message to the market.
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