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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 423820Wholesale Trade

Farm and Garden Machinery and Equipment Merchant Wholesalers (NAICS 423820)

A Histometrics industry primer for public-market and private investors

1. Overview

This industry is the distribution and dealer layer that sits between the companies that build tractors, combines, planters, hay balers, irrigation systems, and lawnmowers — and the farmers, ranchers, landscapers, and municipalities that use them. A "merchant wholesaler" here buys equipment and parts, takes them into its own inventory, and resells them — mostly to commercial and agricultural buyers rather than to households [3]. Census classifies durable capital goods such as farm machinery as wholesale trade even when sold one unit at a time directly to the end user [4]. In everyday language, these are the farm-equipment and outdoor-power-equipment dealerships: the John Deere store outside town, the Case IH / New Holland dealer, the regional lawn-and-garden distributor.

Why an investor cares: this is a large, cash-intensive, deeply cyclical business tied directly to the U.S. farm economy. It generated roughly $143 billion in sales in 2022 across about 7,500 locations [1]. The economics are unusual — dealers make very little on the machine itself and most of their money on parts and service afterward — which makes it more resilient than the headline equipment-sales swings suggest.

Ways in differ sharply by investor type:

  • Public markets: genuinely thin. There is essentially one clean listed pure-play dealer (Titan Machinery). Most public exposure to this demand cycle comes through the manufacturers upstream (Deere, CNH, AGCO, Kubota, Toro) rather than the wholesalers themselves.
  • Private markets: this is where the industry actually lives. The largest players are privately held, family- or founder-controlled dealer groups (RDO, United Ag & Turf, Ag-Pro, and dozens more), and the sector is in the middle of a long consolidation wave that private capital is actively financing [11][12].

2. What it is and how it's structured

Scope. NAICS 423820 covers merchant wholesale distribution of machinery, equipment, and parts used in agricultural, farm, and lawn-and-garden activities — tractors, harvesting and planting machinery, milking and dairy equipment, animal feeders, irrigation gear, and commercial and consumer lawnmowers [3]. ("NAICS" is the North American Industry Classification System, the federal statistical taxonomy for industries.)

The defining trait is that these firms take title to inventory — they own the machines on their lots and carry the financing risk — as opposed to acting as agents or brokers. Most sell to commercial/agricultural end users, which is why full-service farm-equipment dealerships are classified as wholesalers even though a farmer walks in and buys a tractor.

A full-line dealer obtains an OEM franchise or authorization for a territory; sells new equipment; accepts and resells trade-ins; stocks parts; performs warranty and customer-pay repairs; and dispatches field technicians during planting and harvest. Larger groups add rentals, transport, financing and insurance referrals, GPS subscriptions, precision-ag hardware and farm-data systems. Titan Machinery illustrates the model: its stores sell new and used equipment, parts and service, and offer rentals and related ancillary products [5].

What it excludes (and where the boundaries sit):

  • Making the equipment is manufacturing, not wholesale: farm machinery manufacturing is NAICS 333111, and lawn-and-garden equipment manufacturing is NAICS 333112 [6].
  • Construction and mining machinery distribution is a separate code, NAICS 423810 — relevant because several dealer groups (and public names like Alta and Titan) straddle both ag and construction [6][14].
  • Retail garden centers, nurseries, and farm-supply stores selling to households sit in NAICS 444240; outdoor-power-equipment retailers are NAICS 44423 [6][7]. This is the fuzziest edge: a store selling riding mowers to homeowners may land in retail, while the same brand's commercial dealer lands here in wholesale.

Ownership mix. Predominantly private. The universe is a barbell: a long tail of small, single- or two-store family dealerships, plus a growing top end of large multi-store "big dealer" groups. Federal data counts about 4,317 firms operating 7,500 establishments [1] — i.e., more locations than companies, a signature of multi-store consolidation. Nearly all are aligned to a primary manufacturer's franchise network (a "Deere dealer," a "Case IH dealer"). Upstream equipment supply is considerably more concentrated than dealership ownership: Deere, CNH Industrial, AGCO and Kubota are the principal global full-line manufacturers, and dealers normally have assigned territories with significant brand-specific investments and OEM-controlled standards [5].

3. How big it is

Federal statistics for this industry are reasonably complete because these are payroll-paying businesses, not government entities or informal micro-operators — so the standard undercount problem is mild here. The key numbers (all U.S.):

Metric Value Source/year
Industry sales (receipts) $143.3 billion Economic Census 2022 [1]
Establishments (locations) 7,500 County Business Patterns 2023 [1]
Firms (companies) 4,317 Economic Census 2022 [1]
Employment ~113,000–115,000 County Business Patterns / BLS 2023 [1][8]
Annual payroll $8.43 billion County Business Patterns 2023 [1]
Mean annual wage $62,120 BLS May 2023 [8]
SBA small-business ceiling 125 employees SBA size standards 2023 [2]

The occupational mix confirms that after-sales support is central to the business: BLS counted installation, maintenance and repair at 35,280 jobs (including 24,770 farm-equipment mechanics and service technicians), with sales at 31,900 jobs (including 10,060 parts salespeople) [8].

Concentration is moderate — this is a fragmented industry, not a consolidated one, though it is consolidating. The largest 4 firms take about 30% of revenue, the top 8 about 35%, the top 20 about 44%, and the top 50 about 55% [1]. (The Herfindahl-Hirschman Index, the standard concentration measure, is suppressed in the federal data and so is not reported here [1].) In plain terms: the biggest players matter, but roughly half the market still sits outside the top 50 firms. A market can be nationally fragmented by firm count but locally oligopolistic, with only one practical authorized outlet for a particular brand in a given territory [5].

Undercount / boundary caveats. Two things the $143 billion figure does not fully capture. First, the wholesale/retail split: some dealer activity — especially lawn-and-garden sales to consumers — is booked under retail code 444240 or 44423 rather than here, so the "true" farm-and-garden equipment channel is larger than any single code [6][7]. Second, manufacturer-direct sales and the OEMs' own captive-finance arms are not in this wholesale figure. For context on the consumer/turf slice, the broader U.S. outdoor power equipment market was valued around $12.9 billion in 2023 [13]. For end-user expenditure context, USDA reported that farms spent $21.0 billion on tractors and self-propelled machinery in 2024, up from $18.9 billion in 2023 [15].

4. The investable universe

Public pure-plays are scarce. There is one clean listed dealer/wholesaler, and a second that is ag-adjacent:

Company Ticker ~Scale / role
Titan Machinery TITN (Nasdaq) $2.43B FY2026 consolidated revenue ($1.56B U.S. agriculture segment); 90 U.S. stores, 39 European, 15 Australian; Case IH & New Holland–aligned (CNH products = 69% of FY2026 new-equipment revenue) [5]
Alta Equipment Group ALTG (NYSE) Mostly construction & material-handling, with a smaller agriculture/forestry line; ~50+ locations [14]

Because the pure-play list is so short, most public investors reach this cycle through the upstream manufacturers, whose fortunes rise and fall with the same farm-income cycle:

Company Ticker Role
Deere & Co. DE (NYSE) Dominant ag-equipment OEM; also owns its captive dealer-finance arm [10]
CNH Industrial CNH (NYSE) Case IH / New Holland; Titan's primary supplier; reported 2,300+ ag dealer owners operating 5,000+ locations worldwide [5][22]
AGCO AGCO (NYSE) Massey Ferguson, Fendt, Valtra; distributes through ~2,800 independent dealers globally [21]
The Toro Company TTC (NYSE) Outdoor power / turf equipment [13]
Lindsay Corp. LNN (NYSE) Center-pivot irrigation systems
Kubota OTC / Tokyo Compact tractors, widely distributed in the U.S.

Adjacent exposure: SiteOne Landscape Supply (NYSE: SITE) offers lawn, irrigation and professional-landscaping distribution exposure including some equipment, but most of its business is landscape supplies rather than farm machinery; FY2025 net sales of $4.7 billion [23].

(Tickers and any market-price commentary are reserved for this section and Section 10 by design; the rest of the primer treats the industry on its own terms.)

The private/other owners are the real story. The largest operators in this industry are privately held dealer groups, several exceeding $2 billion in annual revenue [12]:

  • United Ag & Turf (~97 ag locations, Deere, Southwest & New England) [12]
  • Ag-Pro Companies (~84 ag locations, Deere, Southeast) [12]
  • RDO Equipment Co. (Deere/Vermeer; ~34 ag stores, ~86 total with construction) [12]
  • Heritage Tractor, C&B Operations, 21st Century Equipment, and roughly 200 other multi-store groups [11]

Titan identifies RDO Equipment, Butler Machinery, Ziegler, Brandt, Wagner Equipment, 21st Century Equipment, AKRS Equipment Solutions, C&B Operations and Van Wall Equipment as regional-scale competitors [5]. For a private investor, the practical routes are owning or rolling up dealerships directly, backing one of these consolidators, or the used-equipment/auction channel that clears trade-ins (e.g., RB Global, ticker RBA, operator of Ritchie Bros. auctions).

5. How the money works

This is the part that surprises newcomers. Dealers make very little on the machine. A typical dealer's revenue splits roughly 70% equipment / 20% parts / 10% service, but the profit mix is inverted [9]. Titan's FY2026 results illustrate the dynamic precisely: equipment produced 73.1% of revenue but only 33.8% of gross profit; parts and service together produced 24.9% of revenue and 63.2% of gross profit [5].

  • Whole goods (new equipment): gross margins are thin — roughly 6–9% on a new row-crop tractor (Titan's FY2026: 7.3%), because the machines are expensive, competitively shopped, and partly price-controlled by the manufacturer [5][9]. A dealer may barely break even selling a $400,000 combine.
  • Used equipment: higher margin (roughly 12–18%) but riskier — it depends on trade-in values that can collapse in a downturn, forcing inventory writedowns [9].
  • Parts: high and recurring — gross margins around 31–35% (Titan's FY2026: 30.9%) [5][9].
  • Service (labor): the highest-margin line of all, with gross margins that can run above 60% (Titan's FY2026: 61.5%) [5][9].

The organizing metric is the absorption rate: parts-and-service gross profit divided by the dealership's total operating expenses. Dealers target 80%-plus — meaning the aftermarket alone nearly covers all fixed costs, so that whatever profit the equipment sale throws off is close to pure upside [9]. Titan's company-wide absorption rate was 75.2% in FY2026 [5]. That combine sold at break-even becomes a decade-long annuity of parts and service. This is the industry's equivalent of "razor-and-blades," and it is why parts/service revenue cushions dealers through equipment-sales downturns. Parts also become countercyclical at the margin: when farmers defer replacement, they must maintain older machines.

Two other levers dominate the P&L and balance sheet:

  • Floor-plan financing. Dealers finance their inventory on short-term lines (often through the OEM's captive lender — John Deere Financial, CNH Capital — or a bank). This carrying cost can consume 2–4% of gross margin when inventory turns fall below ~3x a year, and it scales directly with interest rates [9]. At January 2026 Titan had $553.8 million of floorplan payables, comprising $287.0 million of variable-rate interest-bearing balances and $266.8 million of non-interest-bearing balances; it estimated that a one-percentage-point rate increase would reduce annual pretax earnings by approximately $2.9 million [5]. In a slow market, unsold machines sitting on the lot quietly bleed margin.
  • Inventory turns and same-store sales. Because so much capital is tied up in machines, inventory turnover and same-store sales are the headline health metrics — the same yardsticks a dealer group or a public investor watches quarter to quarter [5].

Net: owners profit from a thin-margin, high-velocity equipment business wrapped around a high-margin, sticky aftermarket, all financed on leverage that is highly sensitive to interest rates and the farm cycle.

6. What drives demand

Equipment buying is discretionary and deferrable, so demand is far more volatile than the food economy underneath it.

  • Net farm income and crop prices. When corn, soybean, and wheat prices are high, farmers buy iron; when they're low, they defer. For 2025, USDA forecast net farm income up ~37% to about $179.8 billion — but the gain came from livestock and a surge in government payments, while crop receipts actually fell [16]. USDA's May 2026 forecast put net farm income at $153.4 billion for 2026, down 0.7% nominally from 2025 and down 2.6% after inflation [17]. Corn near $3.90/bushel and soybeans near $10 kept row-crop farmers cautious [16]. Low crop margins are a direct headwind to big-ticket equipment sales. Aggregate income can give a misleading demand signal because crop, livestock, geography and farm size can move in opposite directions.
  • Interest rates. Rates hit twice — raising the dealer's floor-plan cost and the farmer's financing cost on a purchase [5][9].
  • The replacement cycle and fleet age. Machines wear out on a multi-year cadence. Deferred purchases build pent-up replacement demand that eventually snaps back — a key reason the cycle turns.
  • Tax incentives. Section 179 expensing and bonus depreciation can pull equipment purchases forward into strong-income years.
  • Technology upgrade cycles. Precision agriculture — GPS guidance, variable-rate application, autonomy — creates replacement demand independent of the commodity cycle. USDA found that guidance and autosteering were used by 52% of midsize crop farms and 70% of large crop farms in 2023; 68% of large farms used yield monitors, yield maps or soil maps [18]. Equipment is becoming more valuable, software-intensive and difficult to service, expanding dealer revenue but requiring specialists, diagnostic investment and greater scale.
  • Labor substitution. Mechanization substitutes for scarce farm labor. USDA estimates that agricultural labor quantity declined 83% between 1948 and 2019, partly because machinery and technology replaced labor [19]. That supports long-run equipment intensity.
  • The lawn-and-garden / consumer side tracks housing turnover, consumer spending, and demand for landscaping services rather than farm income [13]. SiteOne cited elevated interest rates, weak consumer confidence, low existing-home sales and affordability concerns as material 2025 end-market pressures [23].

The current reading of these drivers is a downturn: U.S. farm tractor unit sales fell ~9.9% in 2025 to ~195,900 units, and combine sales dropped ~35.6% to ~3,579 units [20]. Through May 2026, tractor sales were down another 12.4% year over year and combines were down 14.6% [20].

7. Regulation

Distribution itself is lightly regulated, but three regulatory areas shape the economics:

  • State dealer-franchise laws. Most states have agricultural-equipment dealer statutes governing the manufacturer–dealer relationship: how a franchise can be terminated, and the manufacturer's obligation to repurchase inventory and parts on termination. These protect a dealer's investment and are a real factor in M&A and territory value — but can also complicate consolidation and restructuring.
  • Right to repair. The fastest-moving issue. Manufacturers historically restricted the diagnostic software and tools needed to fix modern equipment, funneling repair work to authorized dealers — which protects dealers' high-margin service revenue. That is now eroding: Colorado's farm-equipment right-to-repair law took effect January 1, 2024 [24]; the American Farm Bureau signed a (non-binding) memorandum of understanding with Deere; and in July 2026 the FTC and five states settled their Deere case [25]. For ten years, Deere must give farmers and independent repairers access on fair terms to repair capabilities equivalent to those available to authorized dealers, including fault-code clearing, component pairing, emissions-shutdown restart and technical guidance [25]. This increases competition for some dealer service labor and branded parts, though it may relieve capacity bottlenecks. Over time it pressures the aftermarket margins in Section 5.
  • Emissions and trade policy. EPA nonroad-diesel standards (the "Tier 4" regime and successors) apply to farm tractors and other agricultural equipment and have increased engine and emissions-system complexity and cost upstream [26]. And tariffs have become a live factor — see Section 9.

8. Competitive dynamics and consolidation

Single-line franchise networks. Most dealers are aligned to one primary OEM and hold quasi-exclusive territories, so a dealer's fate is tied to its manufacturer's product health and market share. Titan, for instance, is heavily dependent on CNH (69% of new-equipment revenue) [5]. OEM consent is required for certain dealership acquisitions and ownership changes [5]. Dealers compete less on the machine price (manufacturer-influenced) and more on service coverage, parts availability, uptime, and trade-in terms.

Consolidation is the defining structural trend. OEMs increasingly favor larger, better-capitalized dealer groups that can afford service infrastructure and precision-ag support. The result is a steady roll-up: the 2024 "Big Dealer" report counted 206 groups with five-plus ag locations (down from a 2022 peak of 214 as the big groups themselves merge), and these big dealers now own roughly 39% of all ag equipment stores in North America [11]. Multiple $2 billion-plus private groups have emerged through acquisition [12].

Barriers to entry are high: OEM franchise agreements are not freely available, inventory requires heavy floor-plan capital, and a credible service/parts operation takes years to build. The main competitive threats to incumbents are used-equipment and auction channels (which clear trade-ins and set used values), e-commerce threatening commodity parts margins, and longer term, right-to-repair opening service work to independents. Substitution also works in the other direction: farmers can retain machines longer, buy used equipment, rent, hire custom operators, obtain generic parts online or use independent repairers. Local emergency service, OEM warranty authority and rapid access to specialized inventory remain harder to replace.

9. Risks

  • Cyclicality. Equipment demand swings hard with commodity prices and farm income; 2025's tractor and combine unit declines show how fast it turns [16][20].
  • Interest-rate / floor-plan risk. Higher rates raise carrying costs on unsold inventory and chill customer financing simultaneously [5][9].
  • Used-equipment inventory risk. A glut of trade-ins can force markdowns and writedowns, hitting the higher-margin used line exactly when new sales are already weak [9]. Titan's U.S. agriculture same-store sales fell 17.4% in FY2026, and the segment recorded a $28.9 million pretax loss despite material inventory reductions [5].
  • OEM concentration. Single-line dealers live and die with one manufacturer's product cycle and credit health. OEM dependence creates allocation, territory, warranty-reimbursement, systems, financing and change-of-control risk [5].
  • Tariffs and supply chain. A 50% tariff on imported steel and aluminum took effect in August 2025, raising equipment costs across the chain — Deere alone flagged roughly $600 million of 2025 tariff impact and ~$1.2 billion projected for fiscal 2026, and CNH cited ~$120 million [10]. Washington cut tariffs on imported farm and construction equipment to 15% in June 2026, easing but not eliminating the pressure [10]. Higher machine prices with weak demand squeeze both dealers and buyers.
  • Right-to-repair erosion. The 2024–2026 legal shifts threaten the aftermarket margins that carry dealer profitability [24][25].
  • Labor. A persistent shortage of qualified service technicians constrains the highest-margin part of the business. BLS counted 24,770 farm-equipment mechanics and service technicians in the industry in May 2023, while industry participants continue to fund apprenticeship programs to address shortages [8][27].
  • Weather and regional risk. Drought, floods, trade disruptions or low commodity prices can produce acute regional contractions.

10. How to invest and the outlook

Public routes. Direct exposure to the wholesaler/dealer layer is limited to essentially one name — Titan Machinery (TITN) — with Alta (ALTG) offering ag-adjacent, construction-weighted exposure [5][14]. Titan is not a pure U.S. 423820 security: it also distributes construction equipment and operates internationally. Investors wanting the same cycle with more liquidity typically own the manufacturers (Deere DE, CNH, AGCO, Toro TTC for the turf side, Lindsay LNN for irrigation, Kubota) or the used-equipment auction channel (RB Global, RBA). These are ways to play farm-equipment demand; they are not the wholesale industry itself.

Private routes are where most of the value sits: buying, operating, or rolling up dealerships; backing one of the large consolidating groups (RDO, United Ag & Turf, Ag-Pro and peers); or investing in the OPE distribution and used-equipment channels [11][12]. The high absorption-rate model and sticky parts/service annuity make well-run dealer groups attractive to patient private capital, and the ongoing consolidation supplies a steady deal pipeline. The decisive diligence items are franchise transfer rights, protected territory, aftermarket gross profit and absorption, technician retention, inventory aging, used-equipment marks, floorplan terms and covenant headroom, real-estate ownership, local crop mix and normalized — not peak-cycle — earnings.

Common analytical errors. The most frequent mistakes are calling 423820 the "farm-equipment manufacturing market," using OEM revenue as its market size, treating 7,500 establishments as 7,500 independent companies, interpreting gross equipment sales as value added, or adding dealer revenue to manufacturer shipments (which double-counts the same machines). A North American dealer ranking that includes Canadian stores or construction activity is not a U.S. six-digit-NAICS market-share table.

Near-term outlook (forward-looking judgment). The cycle is in a trough entering 2026: weak crop prices, high financing costs, a used-equipment overhang, and tariff-inflated machine prices have driven unit sales sharply lower, with USDA's farm-income support skewed to livestock and government payments rather than the crop farmers who buy the biggest iron [16][17][20]. Against that, three offsets are building — an aging equipment fleet and deferred replacement demand that eventually releases, the parts-and-service cushion that keeps dealers profitable through the downturn, and June 2026 tariff relief that lowers input-cost pressure [9][10]. The likely shape is continued near-term softness with recovery timing keyed to a rebound in crop prices and lower interest rates — and, structurally, a steadily consolidating dealer base regardless of where the cycle sits.


Sources

  1. U.S. Census Bureau. Economic Census 2022 (industry receipts, firm count, concentration ratios) and County Business Patterns 2023 (establishments, employment, payroll), NAICS 423820 — as compiled in the Histometrics federal-statistics ground-truth dataset. 2022–2023. https://www.census.gov/naics/?input=423820
  2. U.S. Small Business Administration. Table of Small Business Size Standards (NAICS 423820: 125 employees). 2023. https://www.sba.gov/document/support-table-size-standards
  3. U.S. Census Bureau. NAICS 423820 — Farm and Garden Machinery and Equipment Merchant Wholesalers (industry definition). 2022. https://www.census.gov/naics/?details=42382&input=42382&year=2022
  4. U.S. Census Bureau. Wholesale Trade sector definition. 2022. https://www.census.gov/naics/?details=42&input=42&year=2022
  5. Titan Machinery Inc. Form 10-K, Fiscal Year Ended January 31, 2026. SEC filing. https://www.sec.gov/Archives/edgar/data/1409171/000162828026022376/titn-20260131.htm
  6. NAICS Association / U.S. Census Bureau. NAICS code definitions: 333111 Farm Machinery Mfg; 333112 Lawn & Garden Equipment Mfg; 423810 Construction & Mining Machinery Wholesalers; 444240 Nursery, Garden Center & Farm Supply Retailers. 2022. https://www.naics.com/naics-code-description/?v=2022&code=444240
  7. U.S. Census Bureau. NAICS 44423 — Outdoor Power Equipment Retailers (cross-reference). https://data.census.gov/profile/44423_-_Outdoor_Power_Equipment_Retailers?codeset=naics~44423&g=160XX00US0461448
  8. U.S. Bureau of Labor Statistics. May 2023 Industry-Specific Occupational Employment and Wage Estimates, NAICS 423820. https://www.bls.gov/oes/2023/may/naics5_423820.htm
  9. Farm Equipment magazine / Umbrex. Dealer revenue mix, gross margins by line, absorption rate, and floor-plan financing economics. 2021–2024. https://www.farm-equipment.com/articles/11554-a-dealers-ideal-revenue-mix
  10. Deere & Co. SEC Form 10-K (FY2025); AgWeb; Manufacturing Dive; Farm Progress. 2025 steel/aluminum tariffs, OEM cost impact, and June 2026 equipment-tariff reduction to 15%. 2025–2026. https://www.agweb.com/news/machinery/new-machinery/what-farm-equipment-manufacturers-are-saying-about-50-steel-and-alum
  11. Farm Equipment magazine. 2024 "Big Dealer" Report — number of large multi-store dealer groups and share of North American ag stores. 2024. https://www.farm-equipment.com/articles/22441-big-dealer-consolidation-continues-in-2024
  12. Farm Progress / Farm Equipment magazine / AgriMarketing. Top North American dealer groups — United Ag & Turf, Ag-Pro, Titan Machinery, RDO Equipment (revenue and location counts). 2024–2026. https://www.agrimarketing.com/s/153962
  13. Grand View Research. U.S. Outdoor Power Equipment Market Report (market size and growth). 2024. https://www.grandviewresearch.com/industry-analysis/us-outdoor-power-equipment-market-report
  14. Alta Equipment Group Inc. Company profile, segments, and location count. 2024. https://stockanalysis.com/stocks/altg/company/
  15. U.S. Department of Agriculture, National Agricultural Statistics Service. Farm Production Expenditures 2024 Summary. July 2025. https://www.nass.usda.gov/Publications/Todays_Reports/reports/fpex0725.pdf
  16. U.S. Department of Agriculture, Economic Research Service; American Farm Bureau Federation. 2025 U.S. Net Farm Income Forecast and crop-price outlook. 2025. https://www.fb.org/market-intel/farm-income-rebounds-livestock-gains-as-crops-fall
  17. U.S. Department of Agriculture, Economic Research Service. Farm Sector Income Forecast, May 2026. https://ers.usda.gov/topics/farm-economy/farm-sector-income-finances/farm-sector-income-forecast
  18. U.S. Department of Agriculture, Economic Research Service. Precision Agriculture Adoption (guidance, autosteering, yield monitors). 2023. https://ers.usda.gov/data-products/charts-of-note/110550
  19. U.S. Department of Agriculture, Economic Research Service. Agricultural Labor Analysis (1948–2019 mechanization trends). https://ers.usda.gov/data-products/charts-of-note/110734
  20. Association of Equipment Manufacturers. U.S. Monthly Agricultural Equipment Sales Reports (December 2025 and May 2026); farmdoc daily, University of Illinois. 2025–2026. https://www.aem.org/getattachment/9ee3a193-4c55-4c47-8e3a-ec1237b41f09/US-Month-Ag-Report-2025-12.pdf
  21. AGCO Corporation. Form 10-K, Fiscal Year Ended December 31, 2025. SEC filing. https://www.sec.gov/Archives/edgar/data/880266/000088026626000010/agco-20251231.htm
  22. CNH Industrial N.V. 2025 Annual Report. SEC filing. https://www.sec.gov/Archives/edgar/data/1567094/000119312526124245/2025_cnh_annual_report_a.pdf
  23. SiteOne Landscape Supply, Inc. Form 10-K, Fiscal Year Ended December 28, 2025. SEC filing. https://www.sec.gov/Archives/edgar/data/1650729/000165072926000005/site-20251228.htm
  24. U.S. PIRG; National Agricultural Law Center; Marketplace. Right-to-repair: Colorado 2024 law and AFBF–Deere MOU. 2024. https://pirg.org/resources/john-deere-and-right-to-repair-over-the-years/
  25. Federal Trade Commission. FTC, States Secure Settlement with Deere & Company, Advancing Farmers' Right to Repair. July 2026. https://www.ftc.gov/news-events/news/press-releases/2026/07/ftc-states-secure-settlement-deere-company-advancing-farmers-right-repair
  26. U.S. Environmental Protection Agency. Regulations for Emissions from Heavy Equipment with Compression-Ignition (Diesel) Engines. https://www.epa.gov/regulations-emissions-vehicles-and-engines/regulations-emissions-heavy-equipment-compression
  27. Association of Equipment Manufacturers. AGCO Partners with Dealerships, Promotes Apprenticeships to Remedy Technician Shortage. https://www.aem.org/news/agco-partners-with-dealerships-promotes-apprenticeships-to-remedy-technician-shortage