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Industry Primers

Bottom-up NAICS industry primers written for both public-market and private investors. Leaf industries are researched from the ground up; every group, subsector, and sector above them reads as a contrast across the industries beneath it.

2122 industries · 24 sectors · NAICS 2022

Researched with AI assistance from official U.S. statistics and independent sources, with citations on every page. Figures are not individually verified against pinned evidence — primers marked Evidence-verified are. Industry research, not investment advice. Methodology.

National industryNAICS 112130Agriculture, Forestry, Fishing and Hunting

Dual-Purpose Cattle Ranching and Farming (NAICS 112130): An Investor's Primer

1. Overview

The North American Industry Classification System (NAICS) — the federal scheme that sorts U.S. businesses by activity — assigns code 112130 to farms that raise cattle for both milk and meat from the same herd [1]. It is the smallest and least-defined of the U.S. cattle categories. Almost every commercial operation is built to do one thing well — either dairy or beef — so a farm deliberately doing both is unusual [1][10].

The reason to care is less the narrow code than the idea behind it. "Getting paid twice from one cow" is arguably the single most powerful trend in U.S. cattle economics right now — but it is playing out mostly inside the dairy sector, through beef-on-dairy crossbreeding, rather than on farms federal statisticians actually label "dual-purpose" [11]. So the code is a definitional sliver, while the strategy it describes is reshaping a combined cattle-and-dairy economy that generated roughly $163 billion in farm cash receipts in 2024 (cattle and calves $112.1 billion; dairy $50.7 billion) [9].

For investors of any kind there is no direct public-market pure play on primary cattle production: it is overwhelmingly private, family-owned, and fragmented. Public and private capital reach it indirectly — through the meatpackers and dairy processors that buy the output, the farmland underneath the operations, the animal-health and genetics suppliers that feed into it, or futures on cattle and milk. Two guardrails throughout: cattle ownership and ranchland ownership behave differently (land can appreciate while the herd throws off thin, volatile cash flow), and a high cattle price helps sellers but hurts the feeders and packers who have to buy animals.

2. What it is and how it's structured

In scope: establishments primarily raising cattle for both milking and meat [1]. In practice these are herds not clearly committed to one product — often built around historic dual-purpose breeds (Milking Shorthorn, Dexter, Red Poll, Devon, and continental breeds such as Simmental/Fleckvieh and Normande) that give reasonable milk and good beef conformation [10]. Dual-purpose cattle are far more common in Europe; in the U.S. they cluster among small-scale, grass-based, homestead, and heritage-breed producers, plus some direct-to-consumer grass-fed and farmstead-dairy operations [10].

A dual-purpose operation can earn money from milk; from calves, replacement animals, breeding stock, cull cows, and bulls; and occasionally from grazing leases, hay, crops, hunting, conservation, or renewable-energy leases. The typical value chain runs: pasture and breeding herd → calving and weaning → stocker/backgrounding → feedlot → slaughter and processing → wholesale, retail, and foodservice.

What 112130 explicitly excludes — and the exclusions hold almost all the money [1]:

  • Beef Cattle Ranching and Farming (NAICS 112111) — cow-calf and stocker operations raising cattle for meat.
  • Cattle Feedlots (NAICS 112112) — operations fattening cattle on feed for slaughter.
  • Dairy Cattle and Milk Production (NAICS 112120) — herds milked for a living, even if they also sell cull cows and calves for beef.
  • All Other Animal Production (NAICS 112990) — certain mixed-animal operations.
  • Slaughter, meat processing, and support services are classified outside agricultural production entirely.

That third exclusion is the crux. A conventional dairy that milks Holsteins and breeds part of its herd to beef bulls to sell more valuable calves is still classified as dairy (112120) — because milk is the majority of its sales [1][11]. Classification follows whichever product dominates revenue, which pushes nearly every real commercial operation into "beef" or "dairy" and leaves 112130 as a statistical residue.

Ownership mix. Family sole proprietorships and partnerships dominate, as across U.S. animal agriculture. Exact ownership data for 112130 do not exist; the nearest benchmark is beef farming, where the 2022 Census of Agriculture found 97% of beef-specializing farms were family farms and 90% had sales plus government payments under $100,000 [2]. There is no meaningful corporate or institutional ownership of dual-purpose herds specifically; large capital sits downstream in processing, feedlots, and land.

3. How big it is

Honesty is required here: no federal statistical program separately sizes NAICS 112130. This primer therefore reports no code-specific revenue, establishment count, employment, or payroll — because none exists. Two structural gaps explain why:

First, the U.S. Census Bureau's business programs — the Economic Census (which covers only businesses with paid employees) and Nonemployer Statistics — exclude crop and animal production (NAICS 111 and 112) entirely [5][6]. So there is no establishment, payroll, or employment series for this code the way there would be for a restaurant or factory.

Second, the authoritative farm count — the USDA Census of Agriculture (a full count of U.S. farms every five years, counting any place that produces or would normally sell at least $1,000 of farm products a year [7]) — carries no dual-purpose line at all. Its 2022 NAICS summary (Table 75) sorts cattle farms only into three buckets [3]:

USDA farm classification (2022 Census) Farms
Beef cattle ranching and farming (112111) 534,633
Cattle feedlots (112112) 11,186
Dairy cattle and milk production (11212) 23,153
Dual-purpose (112130) Not reported — folded into beef or dairy

So 112130 is a valid classification code that is a statistical orphan: real enough to code a business, too small and too blended to be measured on its own. The absence of a figure is not the absence of activity — tiny, part-time, and homestead operators are precisely the ones standard datasets miss.

For scale, use the surrounding cattle economy, which fully captures dual-purpose activity under other labels. In the 2022 Census, beef-specializing farms alone reported $32.2 billion in cattle and calf sales [2]. The national herd has since contracted sharply: as of January 1, 2026 the U.S. held 86.2 million cattle and calves — the smallest herd since 1951 — including 27.6 million beef cows and 9.57 million milk cows [8] (beef cows were about 29 million in 2022). Total U.S. cash receipts in 2024 were $112.1 billion for cattle and calves and $50.7 billion for dairy, together roughly 61% of the $268.6 billion animal-products total [9]. The genuinely "dual-purpose" segment is an unmeasured but small fraction of this — likely thousands of farms, not the hundreds of thousands in beef.

4. The investable universe

There is no publicly traded pure-play dual-purpose (or even beef/dairy) producer — primary production is private and fragmented. Public exposure is indirect, through the businesses that buy, process, supply, or sit under the cattle. Tickers and scale below are for the how-to-invest discussion in Section 10.

Company Ticker Role / exposure
Tyson Foods NYSE: TSN Largest U.S. protein processor (beef, pork, chicken); downstream buyer, not a rancher [19]
JBS N.V. NYSE: JBS; B3: JBSS32 World's largest meatpacker; reportable North American beef segment; owns Pilgrim's Pride [20]
MBRF Global Foods (formerly Marfrig) B3: MBRF3 Parent of National Beef; renamed and re-tickered from Marfrig in 2025 [21]
Tejon Ranch Co. NYSE: TRC Diversified California ranch-and-land company with cattle grazing plus farming and real estate [22]
Saputo TSX: SAP Dairy processor (cheese, dairy ingredients)
Danone Euronext: BN / DANOY Yogurt and branded dairy foods (Danone North America)
Zoetis NYSE: ZTS Animal-health drugs and vaccines; cattle a key segment
Elanco Animal Health NYSE: ELAN Animal-health products for livestock
Farmland Partners NYSE: FPI Largest U.S. farmland real estate investment trust (REIT) by acreage; landowner, not a cattle operator [23]
Gladstone Land NASDAQ: LAND Farmland REIT skewed to crop ground; an indirect land proxy [24]

Major private and cooperative participants — often larger than the public names, and closer to the actual cattle:

  • King Ranch — about 825,000 acres and ~35,000 cattle, alongside farming and other businesses [27].
  • AgReserves / Deseret Ranches (agricultural affiliates of The Church of Jesus Christ of Latter-day Saints) — Deseret Ranches of Florida spans ~295,000 acres of beef cattle, citrus, and timber [28].
  • Burnett Ranches / Four Sixes (6666) — ~260,000 acres of cow-calf, horse, and backgrounding operations [29].
  • Agri Beef — family-owned, vertically integrated ranching, cattle feeding, and beef processing [30].
  • Five Rivers Cattle Feeding — private feedlot operator with 13 feedyards, 865,000+ head of one-time capacity, and 1.8 million+ head marketed a year [31].
  • The "Big Four" packersCargill, Tyson, JBS, and National Beef — plus American Foods Group, dominate downstream slaughter and processing (Section 8) [32].
  • Dairy Farmers of America (DFA) — a farmer-owned cooperative of 13,000+ dairy families, ~$23 billion in revenue, the largest U.S. raw-milk marketer — plus Land O'Lakes (cooperative), Lactalis and Leprino Foods (private processors) on the milk side [25].

Commodity and fund routes (detail in Section 10): CME Group live cattle, feeder cattle, and Class III milk futures and options, plus livestock exchange-traded funds (ETFs) [26].

5. How the money works

A dual-purpose operation is unusual because it runs two revenue engines off one cow herd, and the appeal is diversification — milk and beef prices don't always move together.

The two income streams:

  1. Milk. Farmers are paid per hundredweight (cwt, = 100 pounds) of milk, priced mostly on components (butterfat and protein) under federally set minimum prices (Section 7). What lands in the bank is the mailbox price — the minimum plus premiums, less hauling. USDA's Economic Research Service (ERS) projects the all-milk price near $20.00/cwt in 2026 (and ~$19.85 in 2027); the Class III "cheese milk" price runs near $16.65/cwt [13][15].
  2. Cattle and beef. Sales of cull cows, bull and surplus calves, finished steers, and breeding/replacement stock, priced by liveweight. With the herd this small, prices are at records: ERS projects fed slaughter-steer prices near $251/cwt in 2026 (~$254 in 2027), while lighter feeder cattle (young animals sold into feedlots) have averaged around $364/cwt [13][15].

Costs. The big line items are pasture and hay, purchased feed, livestock purchases, labor, veterinary care, fencing, water systems, fuel, repairs, insurance, rent, property taxes, and interest. In the 2022 Census, livestock purchases were 39% of expenses on beef-specializing farms, and feed and hay are typically the single largest cash cost (~34%) on cow-calf operations [2][12].

The economics of the meat engine. CattleFax's 2025 survey reported record average calf revenue of $2,246/head against an average cash cost near $780/cow and total cost (with pasture) around $1,045/cow; university budgets project a return to land and labor near $846/cow for 2026 — historically strong [12]. But that is a boom-year snapshot. The five-year-average picture is thinner: 2022 Census beef-specializing farms averaged just $67,285 in sales, $72,345 in expenses, and $4,228 of net cash farm income [2] — a reminder that in ordinary years the operating business barely clears breakeven and much of the return sits in land value. The swing factor is the cattle cycle: an 8-to-12-year rhythm of herd expansion and contraction, driven by prices, feed costs, weather, and the biological time to rebuild or liquidate a herd [17]. It is now in a tight-supply, high-price phase — great for sellers, expensive for anyone buying replacements.

The metrics owners actually watch: milk yield and component levels; the milk-feed price ratio; pregnancy, calving, weaning, and death-loss rates; pounds weaned per cow exposed; stocking rate and forage carrying capacity; cost per cow and per pound of gain; cull rate; and gross margin per cow or acre.

The modern twist — beef-on-dairy. The real-world expression of "dual purpose" today is dairies breeding part of the herd to beef sires to produce more valuable crossbred calves. Roughly 72–80% of dairy farms now use beef genetics; premiums run $350–$700 per head; day-old dairy-beef calves have reached ~$1,500 in 2026; and beef income has grown from about $1.00/cwt of milk five years ago to more than $4.50/cwt today [11]. It is a textbook dual-purpose strategy — it just shows up in the dairy statistics, not under code 112130.

6. What drives demand

  • Beef demand and the cattle cycle. Record-tight supply (86.2 million head, a 75-year low) against firm consumer beef demand is holding cattle prices at all-time highs and rewarding anyone selling a calf or cull cow [8][13].
  • Dairy demand. Domestic cheese and butter consumption plus growing exports underpin milk prices; ERS projects roughly 236.6 billion pounds of U.S. milk in 2026, with the all-milk price near $20/cwt keeping the dairy leg workable [14].
  • Trade. In 2024 U.S. commercial beef production was ~27.0 billion pounds, with exports of 3.0 billion pounds valued at $9.9 billion; imports (~4.6 billion pounds, largely lean trim for blending) also move domestic prices [18].
  • The beef-on-dairy premium. A shrunken beef herd has made dairy-origin beef genuinely valuable, pulling more milk producers toward dual-purpose economics [11].
  • Feed costs. Corn and hay prices set the floor under profitability — as important to margins as output prices [12][15].
  • Niche and direct-to-consumer demand. Grass-fed beef, farmstead and raw-milk dairy, and heritage breeding stock support the small dedicated dual-purpose community with premiums commodity producers don't get [10].

7. Regulation

Primary production is lightly regulated at the farm gate; everything the cattle touch downstream is not.

  • Milk pricing. USDA's Agricultural Marketing Service (AMS) sets minimum farm milk prices through 11 Federal Milk Marketing Orders (FMMOs). Producers approved a major modernization of the pricing formulas that took effect June 1, 2025 — a revised Class I "mover," updated manufacturing "make allowances," and new composition factors — the first broad overhaul in years and directly relevant to any milk-selling operation [34].
  • Animal health and traceability. Since a 2024 USDA Animal and Plant Health Inspection Service (APHIS) rule, certain interstate cattle movements require visually and electronically readable official ear tags — covering sexually intact animals at least 18 months old, dairy cattle, and rodeo/show/exhibition animals [36]. Separately, a March 2024 APHIS federal order requires H5N1 avian-influenza testing of lactating dairy cattle before interstate movement (Section 9) [37].
  • Meat inspection. USDA's Food Safety and Inspection Service (FSIS) administers federal inspection of commercially sold meat under the Federal Meat Inspection Act — primarily affecting slaughter and processing, not ordinary ranch production [38]. The Food and Drug Administration (FDA) regulates animal drugs and feed, and its Grade "A" Pasteurized Milk Ordinance governs milk safety; states regulate (and often restrict) raw-milk sales.
  • Water and manure. An animal feeding operation (AFO) confines animals at least 45 days in a 12-month span without vegetation over the confinement area; a concentrated animal feeding operation (CAFO) may need a permit under the Environmental Protection Agency's (EPA) National Pollutant Discharge Elimination System (NPDES) of the Clean Water Act [39]. Methane and water use are rising policy pressures.
  • Market conduct. AMS administers the Packers and Stockyards Act (fair dealing between producers and packers) and Livestock Mandatory Reporting (price transparency) — live issues given packer concentration (Section 8) [35].
  • Land and water rights. State and local rules govern water, grazing, fencing, brands, and zoning; operators on federal land also face permit and fee requirements from the Bureau of Land Management (BLM) or the U.S. Forest Service.

8. Competitive dynamics and consolidation

Two opposite structures sit on either side of the farm gate. Upstream, production is atomized — hundreds of thousands of small operations (beef-cow farms averaged 47 cows, and 55% had fewer than 20 cows) [4]. Downstream, buyers are concentrated: USDA reported a four-firm concentration ratio of 81% among fed-cattle processors in 2021 (the share of the market held by its four largest firms — Cargill, Tyson, JBS, National Beef) [33], and milk marketing is dominated by large cooperatives such as DFA [25]. That imbalance — many price-taking sellers, few large buyers — is the defining competitive tension and a recurring antitrust and farm-policy flashpoint.

Dairy is consolidating hard. Licensed U.S. dairy farms fell to 24,811 in 2024, down about 45% in a decade, even as average herd size climbed to 377 cows and roughly two-thirds of milk now comes from farms with 1,000+ cows [16]. The economics reward scale, which squeezes the small and mid-size operations where dual-purpose herds are most likely to be found — a structural headwind for the literal niche even as its strategy (beef-on-dairy) goes mainstream. Consolidation is far easier in processing, feedlots, and land aggregation than in cow-calf herds, where local management and succession stay decisive.

9. Risks

  • Price cyclicality. Both cattle and milk prices are volatile; today's records reflect a tight-supply peak that will eventually turn as the herd rebuilds — a forward risk, not a certainty [8][12].
  • Weather and feed. Drought, heat, wildfire, and flood raise feed and hay costs and force herd liquidation — the very dynamic that shrank the herd to its 75-year low [8][12].
  • Disease. Highly pathogenic avian influenza (H5N1) has infected U.S. dairy cattle since March 2024, prompting mandatory pre-movement testing; it sits alongside older threats — foot-and-mouth disease and bovine spongiform encephalopathy (BSE, "mad cow") — as tail risks to herds, trade, and supply confidence [37].
  • Consolidation and buyer concentration. Scale economics and concentrated packers pressure the small operators most associated with dual-purpose production, and limit local selling options [16][33].
  • Rates and leverage. Land, cattle, and equipment are expensive; rising rates and heavy livestock or land debt bite quickly, and biological lags delay any response to price signals.
  • Regulation and trade. Environmental/methane rules, evolving milk-pricing formulas, tariffs, and export disruptions can move margins fast [34].
  • Succession and liquidity. Illiquid land, high acquisition prices, estate-tax exposure, and generational succession are chronic challenges. For public-company investors, unrelated business lines can swamp cattle economics entirely.

10. How to invest, and the outlook

Public-market routes (all indirect):

  • Protein processors — Tyson (TSN), JBS (JBS), MBRF/National Beef (MBRF3): leveraged to cattle throughput and beef demand, but margins can invert when cattle are scarce and expensive [19][20][21].
  • Dairy processors — Saputo (SAP), Danone (DANOY): exposure to milk-based branded and ingredient demand.
  • Diversified ranch-and-land / farmland REITs — Tejon Ranch (TRC) for an actual grazing-plus-land operator; Farmland Partners (FPI) and Gladstone Land (LAND) for land exposure, though their portfolios skew to crop ground rather than pasture [22][23][24].
  • Animal health / genetics — Zoetis (ZTS), Elanco (ELAN): sell into every cattle operation regardless of the cycle.
  • Commodities — CME live cattle, feeder cattle, and Class III milk futures/options, and livestock ETFs, for direct price exposure without owning animals [26].

For any public name, analyze the segment reporting, debt, capital spending, land carrying values, processing margins, and sensitivity to cattle prices — the cattle story is rarely the whole story.

Private routes: direct ranchland ownership leased to an experienced operator; owning cattle or breeding herds under a management agreement; private credit to ranchers, feeders, or integrated livestock firms; acquiring a family operation with succession support; cooperative membership (DFA, Land O'Lakes) for milk marketing; niche direct-to-consumer businesses (grass-fed brands, farmstead dairies, heritage breeding stock) where dual-purpose herds genuinely fit [10][25]. The central diligence questions: who controls the land and water, who bears weather and livestock-loss risk, how prices are hedged, how debt is repaid through the cycle, and whether the operator earns an acceptable return without relying on land appreciation.

Near-term outlook. The dominant force is a historically small cattle herd rebuilding only slowly — USDA and industry analysts do not expect meaningful expansion before roughly 2028 — pointing to continued record cattle and calf prices and strong returns for sellers, alongside elevated volatility [8][13]. The January 2026 backdrop: 27.6 million beef cows, a 32.9 million 2025 calf crop, and 13.8 million cattle on feed [8]. Milk prices near $20/cwt keep the dairy leg workable [14]. The clearest structural tailwind is beef-on-dairy: with beef scarce and valuable, the "two products from one herd" logic that defines dual-purpose farming is spreading through the dairy sector and lifting whole-farm revenue [11]. The clearest headwind is consolidation, which keeps favoring large specialized operations over the small mixed farms where the literal 112130 category lives [16]. The practical takeaway for investors of every kind: the opportunity is real but is captured through processors, land, inputs, and commodities — and, for private capital, asset- and operator-specific bets on well-watered land, low-cost forage, strong reproduction, modest leverage, and a clear succession plan — not through a pure play on the ranch itself.


Sources

  1. U.S. Census Bureau and Office of Management and Budget, North American Industry Classification System: United States, 2022 (definition and exclusions for 112130). https://www.census.gov/naics/reference_files_tools/2022_NAICS_Manual.pdf
  2. USDA National Agricultural Statistics Service (NASS), 2022 Census of Agriculture — Cattle and Cattle on Feed Highlights (ACH22-13) (2024). https://www.nass.usda.gov/Publications/Highlights/2024/Census22_HL_Cattle%20and%20Cattle%20on%20Feed_final.pdf
  3. USDA NASS, 2022 Census of Agriculture, Vol. 1, Ch. 1, U.S. Data — Table 75, Summary by NAICS (2024). https://www.nass.usda.gov/Publications/AgCensus/2022/Full_Report/Volume_1,_Chapter_1_US/
  4. USDA Economic Research Service (ERS), Beef Cow Farms Are Predominantly Small-Scale Operations (2024). https://ers.usda.gov/data-products/charts-of-note/109597
  5. U.S. Census Bureau, 2022 Economic Census — NAICS Sector 11 (covers paid-employee businesses; agriculture largely out of scope) (2024). https://www.census.gov/data/tables/2022/econ/economic-census/naics-sector-11.html
  6. U.S. Census Bureau, Nonemployer Statistics Overview (excludes crop and animal production, NAICS 111/112) (2025). https://www.census.gov/econ/overview/mu0500.html
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  8. USDA NASS, Cattle Inventory, January 1, 2026 (86.2M head; 27.6M beef cows; 9.57M milk cows; 32.9M 2025 calf crop; 13.8M on feed) (2026). https://www.nass.usda.gov/Newsroom/2026/01-30-2026.php
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  14. USDA ERS, Dairy: Market Outlook (2026 milk production ~236.6B lbs; all-milk price ~$20.00/cwt) (2026). https://www.ers.usda.gov/topics/animal-products/dairy/market-outlook
  15. Ag Proud, USDA Raises 2026 Milk and Beef Outlook, Feed Prices Steady (feeder cattle ~$364/cwt; Class III ~$16.65/cwt) (2026). https://www.agproud.com/articles/62933-usda-raises-2026-milk-and-beef-outlook-feed-prices-steady
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  27. King Ranch, Maps and Ranch Facts (~825,000 acres; ~35,000 cattle) (2026). https://king-ranch.com/about-us/maps/
  28. Deseret Ranches of Florida, Ranching Business (~295,000 acres), and AgReserves, About (2026). https://www.deseretranches.com/Home/RanchingBusiness; https://www.agreserves.com/about/
  29. Burnett Ranches, About the Four Sixes (6666) (~260,000 acres) (2026). https://www.6666ranch.com/about/
  30. Agri Beef, Company Overview (integrated ranching, feeding, processing) (2026). https://www.agribeef.com/
  31. Five Rivers Cattle Feeding, Headquarters (13 feedyards; 865,000+ head capacity; 1.8M+ head/yr) (2026). https://www.fiveriverscattle.com/headquarters/
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  34. USDA AMS, USDA Issues Final Rule on Amendments to the Federal Milk Marketing Orders (effective June 1, 2025) (2025). https://www.ams.usda.gov/content/usda-issues-final-rule-amendments-federal-milk-marketing-orders
  35. USDA AMS, Packers and Stockyards Act and Livestock Mandatory Reporting (2026). https://www.ams.usda.gov/rules-regulations/packers-and-stockyards-act; https://www.ams.usda.gov/rules-regulations/mmr/lmr
  36. USDA Animal and Plant Health Inspection Service (APHIS), APHIS Bolsters Animal Disease Traceability in the United States (electronic ear-tag rule) (2024). https://www.aphis.usda.gov/news/agency-announcements/aphis-bolsters-animal-disease-traceability-united-states
  37. American Veterinary Medical Association, Avian Influenza Virus Type A (H5N1) in U.S. Dairy Cattle (interstate testing order, March 2024) (2024–2026). https://www.avma.org/resources-tools/animal-health-and-welfare/animal-health/avian-influenza/avian-influenza-virus-type-h5n1-us-dairy-cattle
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  39. U.S. Environmental Protection Agency, Animal Feeding Operations and Concentrated Animal Feeding Operations (NPDES) (2026). https://www.epa.gov/npdes/animal-feeding-operations-afos