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REVENUE RECOGNITION
12 Months Ended
Oct. 29, 2023
REVENUE RECOGNITION  
REVENUE RECOGNITION

5. REVENUE RECOGNITION

Our net sales and revenues by primary geographic market, major product line, and timing of revenue recognition follow:

PPA

SAT

CF

FS

Total

2023

Primary geographic markets:

United States

$

13,917

$

7,796

$

9,109

$

3,283

$

34,105

Canada

1,738

687

1,221

641

4,287

Western Europe

2,640

2,824

1,725

132

7,321

Central Europe and CIS

1,218

530

353

36

2,137

Latin America

5,608

707

1,429

453

8,197

Asia, Africa, Oceania, and Middle East

2,166

1,679

1,183

176

5,204

Total

$

27,287

$

14,223

$

15,020

$

4,721

$

61,251

Major product lines:

Production agriculture

$

26,450

$

26,450

Small agriculture

$

10,122

10,122

Turf

3,505

3,505

Construction

$

6,842

6,842

Compact construction

2,451

2,451

Roadbuilding

3,794

3,794

Forestry

1,429

1,429

Financial products

219

96

58

$

4,721

5,094

Other

618

500

446

1,564

Total

$

27,287

$

14,223

$

15,020

$

4,721

$

61,251

Revenue recognized:

At a point in time

$

26,969

$

14,092

$

14,915

$

111

$

56,087

Over time

318

131

105

4,610

5,164

Total

$

27,287

$

14,223

$

15,020

$

4,721

$

61,251

PPA

SAT

CF

FS

Total

2022

Primary geographic markets:

United States

$

10,975

$

7,741

$

7,103

$

2,419

$

28,238

Canada

1,387

676

1,238

601

3,902

Western Europe

2,188

2,478

1,576

102

6,344

Central Europe and CIS

1,207

488

545

49

2,289

Latin America

4,991

578

1,467

303

7,339

Asia, Africa, Oceania, and Middle East

1,570

1,608

1,136

151

4,465

Total

$

22,318

$

13,569

$

13,065

$

3,625

$

52,577

Major product lines:

Production agriculture

$

21,685

$

21,685

Small agriculture

$

10,027

10,027

Turf

3,027

3,027

Construction

$

5,864

5,864

Compact construction

1,667

1,667

Roadbuilding

3,441

3,441

Forestry

1,308

1,308

Financial products

60

52

32

$

3,625

3,769

Other

573

463

753

1,789

Total

$

22,318

$

13,569

$

13,065

$

3,625

$

52,577

Revenue recognized:

At a point in time

$

22,178

$

13,493

$

12,980

$

105

$

48,756

Over time

140

76

85

3,520

3,821

Total

$

22,318

$

13,569

$

13,065

$

3,625

$

52,577

PPA

SAT

CF

FS

Total

2021

Primary geographic markets:

United States

$

8,223

$

6,505

$

5,697

$

2,389

$

22,814

Canada

853

498

1,047

617

3,015

Western Europe

2,086

2,433

1,807

103

6,429

Central Europe and CIS

1,322

475

828

39

2,664

Latin America

2,916

456

903

247

4,522

Asia, Africa, Oceania, and Middle East

1,417

1,679

1,331

153

4,580

Total

$

16,817

$

12,046

$

11,613

$

3,548

$

44,024

Major product lines:

Production agriculture

$

16,248

$

16,248

Small agriculture

$

8,619

8,619

Turf

2,853

2,853

Construction

$

4,684

4,684

Compact construction

1,489

1,489

Roadbuilding

3,749

3,749

Forestry

1,280

1,280

Financial products

55

46

20

$

3,548

3,669

Other

514

528

391

1,433

Total

$

16,817

$

12,046

$

11,613

$

3,548

$

44,024

Revenue recognized:

At a point in time

$

16,659

$

11,969

$

11,522

$

105

$

40,255

Over time

158

77

91

3,443

3,769

Total

$

16,817

$

12,046

$

11,613

$

3,548

$

44,024

Following is a description of the elements of net sales and revenues for our major product lines:

Production Agriculture – Includes net sales of large and certain mid-size tractors and associated attachments, combines, cotton pickers, cotton strippers, sugarcane harvesters, sugarcane loaders and pull behind scrapers, tillage, seeding, and application equipment, including sprayers and nutrient management and soil preparation machinery, and related attachments and service parts.

Small Agriculture – Includes net sales of mid-size, utility, and compact utility tractors, self-propelled forage harvesters, hay and forage equipment, balers, mowers, and related attachments and service parts.

Turf – Includes net sales of turf and utility equipment, including riding lawn equipment, golf course equipment, utility vehicles, and commercial mowing equipment, along with a broad line of associated implements, other outdoor power products, and related attachments and service parts.

Construction – Includes net sales of a broad range of machines used in construction, earthmoving, and material handling, including backhoe loaders, crawler dozers and loaders, four-wheel-drive loaders, excavators, motor graders, articulated dump trucks, and related attachments and service parts.

Compact Construction – Includes net sales of smaller construction equipment, including compact excavators, compact track loaders, compact wheel loaders, skid steers, landscape loaders, and related attachments and service parts.

Roadbuilding – Includes net sales of equipment used in roadbuilding and renovation, including milling machines, recyclers, slipform pavers, surface miners, asphalt pavers, compactors, tandem and static rollers, mobile crushers and screens, mobile and stationary asphalt plants, and related attachments and service parts.

Forestry – Includes net sales of equipment used in timber harvesting, including log skidders, feller bunchers, log loaders, log forwarders, log harvesters, and related attachments and service parts.

Financial Products – Includes finance and interest income from retail notes related to sales of John Deere equipment to retail customers, wholesale financing to dealers of John Deere equipment, and revolving charge accounts; lease income from retail leases of John Deere equipment; and revenue from extended warranties.

Other – Includes sales of components to other equipment manufacturers that are included in “Net sales;” revenue earned over time from precision guidance, telematics, and other information enabled solutions; revenue from service performed at company owned dealerships and service centers; gains on disposition of property and businesses; trademark licensing revenue; and other miscellaneous revenue items that are included in “Other income.”

We invoice in advance of recognizing the sale of certain products and the revenue for certain services. These relate to extended warranty premiums, advance payments for future equipment sales, and subscription and service revenue related to precision guidance, telematic services, and other information enabled solutions. These advanced customer payments are presented as deferred revenue, a contract liability, in “Accounts payable and accrued expenses.” The deferred revenue received, but not recognized in revenue was $1,697 and $1,423 at October 29, 2023 and October 30, 2022, respectively. The contract liability is reduced as the revenue is recognized. Revenue recognized from deferred revenue that was recorded as a contract liability at the beginning of the fiscal year was $547 in 2023, $609 in 2022, and $485 in 2021.

The total amount of unsatisfied performance obligations for contracts with an original duration greater than one year and the estimated revenue to be recognized by fiscal year at October 29, 2023 follows:

Year

Net Sales and Revenues

2024

$

457

2025

382

2026

268

2027

161

2028

97

Later years

126

Total

$

1,491

As permitted, we elected only to disclose remaining performance obligations with an original contract duration greater than one year. The contracts with an expected duration of one year or less are for sales to dealers and retail customers for equipment, service parts, repair services, and certain telematics services.