▶ 調査レポート

世界のロボットカー市場 2021:企業別、地域別、種類・用途別

• 英文タイトル:Global Robot Car Market 2021 by Manufacturers, Regions, Type and Application, Forecast to 2026

が調査・発行した産業分析レポートです。世界のロボットカー市場 2021:企業別、地域別、種類・用途別 / Global Robot Car Market 2021 by Manufacturers, Regions, Type and Application, Forecast to 2026 / GIR-105X14561資料のイメージです。• レポートコード:GIR-105X14561
• 出版社/出版日: / 2021年5月
• レポート形態:英文、PDF、103ページ
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• 産業分類:Automobile & Transportation
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レポート概要
当調査資料では、ロボットカーのグローバル市場について調査・分析し、2021年から2026年までの市場予測をまとめております。ロボットカーの種類別市場規模(乗用車、商用車)、用途別市場規模(自動トラック、輸送システム)、地域別市場規模(北米、アメリカ、ヨーロッパ、アジア、中国、日本、東南アジア、南米、中東、アフリカなど)、市場動向、企業別販売量と市場シェア、販売チャネルなどの情報を掲載しています。
・ロボットカーの市場概要
・企業情報(企業概要、製品概要、販売量、価格、売上):Alphabet、Delphi、Tesla、Intel、Ford Motor、Daimler Group
・企業別市場シェア
・地域別市場分析2016年-2026年
・種類別分析2016年-2026年:乗用車、商用車
・用途別分析2016年-2026年:自動トラック、輸送システム
・ロボットカーの北米市場規模2016年-2026年:アメリカ、カナダ、メキシコ
・ロボットカーのヨーロッパ市場規模2016年-2026年:ドイツ、イギリス、フランス、ロシア、イタリア
・ロボットカーのアジア市場規模2016年-2026年:中国、日本、韓国、インド、東南アジア、オーストラリア
・ロボットカーの南米市場規模2016年-2026年:ブラジル、アルゼンチン
・ロボットカーの中東・アフリカ市場規模2016年-2026年:サウジアラビア、トルコ、エジプト、南アフリカ
・販売チャネル、流通業者・代理店、顧客リスト
・調査の結果・結論

The Robot Car market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations.

According to our latest research, the global Robot Car size is estimated to be xx million in 2020 from USD xx million in 2019, with a change of XX% between 2019 and 2020. The global Robot Car market size is expected to grow at a CAGR of xx% for the next five years.

Market segmentation
Robot Car market is split by Type and by Application. For the period 2016-2026, the growth among segments provide accurate calculations and forecasts for sales by Type and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets.

Market segment by Type, covers
Passenger vehicles
Commercial vehicles

Market segment by Application can be divided into
Automated trucks
Transport systems

The key market players for global Robot Car market are listed below:
Alphabet
Delphi
Tesla
Intel
Ford Motor
Daimler Group

Market segment by Region, regional analysis covers
North America (United States, Canada and Mexico)
Europe (Germany, France, United Kingdom, Russia, Italy, and Rest of Europe)
Asia-Pacific (China, Japan, Korea, India, Southeast Asia, and Australia)
South America (Brazil, Argentina, Colombia, and Rest of South America)
Middle East & Africa (Saudi Arabia, UAE, Egypt, South Africa, and Rest of Middle East & Africa)

レポート目次

1 Market Overview
1.1 Robot Car Introduction
1.2 Market Analysis by Type
1.2.1 Overview: Global Robot Car Revenue by Type: 2019 Versus 2021 Versus 2026
1.2.2 Passenger vehicles
1.2.3 Commercial vehicles
1.3 Market Analysis by Application
1.3.1 Overview: Global Robot Car Revenue by Application: 2019 Versus 2021 Versus 2026
1.3.2 Automated trucks
1.3.3 Transport systems
1.4 Global Robot Car Market Size & Forecast
1.4.1 Global Robot Car Sales in Value (2016-2026))
1.4.2 Global Robot Car Sales in Volume (2016-2026)
1.4.3 Global Robot Car Price by Type (2016-2026) & (USD/Unit)
1.5 Global Robot Car Production Capacity Analysis
1.5.1 Global Robot Car Total Production Capacity (2016-2026)
1.5.2 Global Robot Car Production Capacity by Geographic Region
1.6 Market Drivers, Restraints and Trends
1.6.1 Robot Car Market Drivers
1.6.2 Robot Car Market Restraints
1.6.3 Robot Car Trends Analysis
2 Manufacturers Profiles
2.1 Alphabet
2.1.1 Alphabet Details
2.1.2 Alphabet Major Business
2.1.3 Alphabet Robot Car Product and Services
2.1.4 Alphabet Robot Car Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.2 Delphi
2.2.1 Delphi Details
2.2.2 Delphi Major Business
2.2.3 Delphi Robot Car Product and Services
2.2.4 Delphi Robot Car Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.3 Tesla
2.3.1 Tesla Details
2.3.2 Tesla Major Business
2.3.3 Tesla Robot Car Product and Services
2.3.4 Tesla Robot Car Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.4 Intel
2.4.1 Intel Details
2.4.2 Intel Major Business
2.4.3 Intel Robot Car Product and Services
2.4.4 Intel Robot Car Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.5 Ford Motor
2.5.1 Ford Motor Details
2.5.2 Ford Motor Major Business
2.5.3 Ford Motor Robot Car Product and Services
2.5.4 Ford Motor Robot Car Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.6 Daimler Group
2.6.1 Daimler Group Details
2.6.2 Daimler Group Major Business
2.6.3 Daimler Group Robot Car Product and Services
2.6.4 Daimler Group Robot Car Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
3 Robot Car Sales by Manufacturer
3.1 Global Robot Car Sales in Volume by Manufacturer (2019-2021e)
3.2 Global Robot Car Revenue by Manufacturer (2019-2021e)
3.3 Key Manufacturer Market Position in Robot Car
3.4 Market Concentration Rate
3.4.1 Top 3 Robot Car Manufacturer Market Share
3.4.2 Top 6 Robot Car Manufacturer Market Share
3.5 Global Robot Car Production Capacity by Company
3.6 Manufacturer by Geography: Head Office and Robot Car Production Site
3.7 New Entrant and Capacity Expansion Plans
3.8 Mergers & Acquisitions
4 Market Analysis by Region
4.1 Global Robot Car Market Size by Region
4.1.1 Global Robot Car Sales in Volume by Region (2016-2026)
4.1.2 Global Robot Car Revenue by Region (2016-2026)
4.2 North America Robot Car Revenue (2016-2026)
4.3 Europe Robot Car Revenue (2016-2026)
4.4 Asia-Pacific Robot Car Revenue (2016-2026)
4.5 South America Robot Car Revenue (2016-2026)
4.6 Middle East and Africa Robot Car Revenue (2016-2026)
5 Market Segment by Type
5.1 Global Robot Car Sales in Volume by Type (2016-2026)
5.2 Global Robot Car Revenue by Type (2016-2026)
5.3 Global Robot Car Price by Type (2016-2026)
6 Market Segment by Application
6.1 Global Robot Car Sales in Volume by Application (2016-2026)
6.2 Global Robot Car Revenue by Application (2016-2026)
6.3 Global Robot Car Price by Application (2016-2026)
7 North America by Country, by Type, and by Application
7.1 North America Robot Car Sales by Type (2016-2026)
7.2 North America Robot Car Sales by Application (2016-2026)
7.3 North America Robot Car Market Size by Country
7.3.1 North America Robot Car Sales in Volume by Country (2016-2026)
7.3.2 North America Robot Car Revenue by Country (2016-2026)
7.3.3 United States Market Size and Forecast (2016-2026)
7.3.4 Canada Market Size and Forecast (2016-2026)
7.3.5 Mexico Market Size and Forecast (2016-2026)
8 Europe by Country, by Type, and by Application
8.1 Europe Robot Car Sales by Type (2016-2026)
8.2 Europe Robot Car Sales by Application (2016-2026)
8.3 Europe Robot Car Market Size by Country
8.3.1 Europe Robot Car Sales in Volume by Country (2016-2026)
8.3.2 Europe Robot Car Revenue by Country (2016-2026)
8.3.3 Germany Market Size and Forecast (2016-2026)
8.3.4 France Market Size and Forecast (2016-2026)
8.3.5 United Kingdom Market Size and Forecast (2016-2026)
8.3.6 Russia Market Size and Forecast (2016-2026)
8.3.7 Italy Market Size and Forecast (2016-2026)
9 Asia-Pacific by Country, by Type, and by Application
9.1 Asia-Pacific Robot Car Sales by Type (2016-2026)
9.2 Asia-Pacific Robot Car Sales by Application (2016-2026)
9.3 Asia-Pacific Robot Car Market Size by Region
9.3.1 Asia-Pacific Robot Car Sales in Volume by Region (2016-2026)
9.3.2 Asia-Pacific Robot Car Revenue by Region (2016-2026)
9.3.3 China Market Size and Forecast (2016-2026)
9.3.4 Japan Market Size and Forecast (2016-2026)
9.3.5 Korea Market Size and Forecast (2016-2026)
9.3.6 India Market Size and Forecast (2016-2026)
9.3.7 Southeast Asia Market Size and Forecast (2016-2026)
9.3.8 Australia Market Size and Forecast (2016-2026)
10 South America by Country, by Type, and by Application
10.1 South America Robot Car Sales by Type (2016-2026)
10.2 South America Robot Car Sales by Application (2016-2026)
10.3 South America Robot Car Market Size by Country
10.3.1 South America Robot Car Sales in Volume by Country (2016-2026)
10.3.2 South America Robot Car Revenue by Country (2016-2026)
10.3.3 Brazil Market Size and Forecast (2016-2026)
10.3.4 Argentina Market Size and Forecast (2016-2026)
11 Middle East & Africa by Country, by Type, and by Application
11.1 Middle East & Africa Robot Car Sales by Type (2016-2026)
11.2 Middle East & Africa Robot Car Sales by Application (2016-2026)
11.3 Middle East & Africa Robot Car Market Size by Country
11.3.1 Middle East & Africa Robot Car Sales in Volume by Country (2016-2026)
11.3.2 Middle East & Africa Robot Car Revenue by Country (2016-2026)
11.3.3 Turkey Market Size and Forecast (2016-2026)
11.3.4 Egypt Market Size and Forecast (2016-2026)
11.3.5 Saudi Arabia Market Size and Forecast (2016-2026)
11.3.6 South Africa Market Size and Forecast (2016-2026)
12 Sales Channel, Distributors, Traders and Dealers
12.1 Sales Channel
12.1.1 Direct Marketing
12.1.2 Indirect Marketing
12.2 Robot Car Typical Distributors
12.3 Robot Car Typical Customers
13 Research Findings and Conclusion
14 Appendix
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer

List of Tables
Table 1. Global Robot Car Revenue by Type, (USD Million), 2021-2026
Table 2. Global Robot Car Revenue by Application, (USD Million), 2021-2026
Table 3. Alphabet Basic Information, Manufacturing Base and Competitors
Table 4. Alphabet Major Business
Table 5. Alphabet Robot Car Product and Services
Table 6. Alphabet Robot Car Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 7. Delphi Basic Information, Manufacturing Base and Competitors
Table 8. Delphi Major Business
Table 9. Delphi Robot Car Product and Services
Table 10. Delphi Robot Car Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 11. Tesla Basic Information, Manufacturing Base and Competitors
Table 12. Tesla Major Business
Table 13. Tesla Robot Car Product and Services
Table 14. Tesla Robot Car Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 15. Intel Basic Information, Manufacturing Base and Competitors
Table 16. Intel Major Business
Table 17. Intel Robot Car Product and Services
Table 18. Intel Robot Car Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 19. Ford Motor Basic Information, Manufacturing Base and Competitors
Table 20. Ford Motor Major Business
Table 21. Ford Motor Robot Car Product and Services
Table 22. Ford Motor Robot Car Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 23. Daimler Group Basic Information, Manufacturing Base and Competitors
Table 24. Daimler Group Major Business
Table 25. Daimler Group Robot Car Product and Services
Table 26. Daimler Group Robot Car Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 27. Global Robot Car Sales by Manufacturer (2019-2021e) & (K Units)
Table 28. Global Robot Car Revenue by Manufacturer (2019-2021e) & (USD Million)
Table 29. Market Position of Manufacturers in Robot Car, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2020
Table 30. Global Robot Car Production Capacity by Company, (K Units): 2020 VS 2021
Table 31. Head Office and Robot Car Production Site of Key Manufacturer
Table 32. Global Robot Car Sales by Region (2016-2021e) & (K Units)
Table 33. Global Robot Car Sales by Region (2021-2026) & (K Units)
Table 34. Global Robot Car Revenue by Region (2016-2021e) & (USD Million)
Table 35. Global Robot Car Revenue by Region (2021-2026) & (USD Million)
Table 36. Global Robot Car Sales by Type (2016-2021e) & (K Units)
Table 37. Global Robot Car Sales by Type (2021-2026) & (K Units)
Table 38. Global Robot Car Revenue by Type (2016-2021e) & (USD Million)
Table 39. Global Robot Car Revenue by Type (2021-2026) & (USD Million)
Table 40. Global Robot Car Price by Type (2016-2021e) & (USD/Unit)
Table 41. Global Robot Car Price by Type (2021-2026) & (USD/Unit)
Table 42. Global Robot Car Sales by Application (2016-2021e) & (K Units)
Table 43. Global Robot Car Sales by Application (2021-2026) & (K Units)
Table 44. Global Robot Car Revenue by Application (2016-2021e) & (USD Million)
Table 45. Global Robot Car Revenue by Application (2021-2026) & (USD Million)
Table 46. Global Robot Car Price by Application (2016-2021e) & (USD/Unit)
Table 47. Global Robot Car Price by Application (2021-2026) & (USD/Unit)
Table 48. North America Robot Car Sales by Country (2016-2021e) & (K Units)
Table 49. North America Robot Car Sales by Country (2021-2026) & (K Units)
Table 50. North America Robot Car Revenue by Country (2016-2021e) & (USD Million)
Table 51. North America Robot Car Revenue by Country (2021-2026) & (USD Million)
Table 52. North America Robot Car Sales by Type (2016-2021e) & (K Units)
Table 53. North America Robot Car Sales by Type (2021-2026) & (K Units)
Table 54. North America Robot Car Sales by Application (2016-2021e) & (K Units)
Table 55. North America Robot Car Sales by Application (2021-2026) & (K Units)
Table 56. Europe Robot Car Sales by Country (2016-2021e) & (K Units)
Table 57. Europe Robot Car Sales by Country (2021-2026) & (K Units)
Table 58. Europe Robot Car Revenue by Country (2016-2021e) & (USD Million)
Table 59. Europe Robot Car Revenue by Country (2021-2026) & (USD Million)
Table 60. Europe Robot Car Sales by Type (2016-2021e) & (K Units)
Table 61. Europe Robot Car Sales by Type (2021-2026) & (K Units)
Table 62. Europe Robot Car Sales by Application (2016-2021e) & (K Units)
Table 63. Europe Robot Car Sales by Application (2021-2026) & (K Units)
Table 64. Asia-Pacific Robot Car Sales by Region (2016-2021e) & (K Units)
Table 65. Asia-Pacific Robot Car Sales by Region (2021-2026) & (K Units)
Table 66. Asia-Pacific Robot Car Revenue by Region (2016-2021e) & (USD Million)
Table 67. Asia-Pacific Robot Car Revenue by Region (2021-2026) & (USD Million)
Table 68. Asia-Pacific Robot Car Sales by Type (2016-2021e) & (K Units)
Table 69. Asia-Pacific Robot Car Sales by Type (2021-2026) & (K Units)
Table 70. Asia-Pacific Robot Car Sales by Application (2016-2021e) & (K Units)
Table 71. Asia-Pacific Robot Car Sales by Application (2021-2026) & (K Units)
Table 72. South America Robot Car Sales by Country (2016-2021e) & (K Units)
Table 73. South America Robot Car Sales by Country (2021-2026) & (K Units)
Table 74. South America Robot Car Revenue by Country (2016-2021e) & (USD Million)
Table 75. South America Robot Car Revenue by Country (2021-2026) & (USD Million)
Table 76. South America Robot Car Sales by Type (2016-2021e) & (K Units)
Table 77. South America Robot Car Sales by Type (2021-2026) & (K Units)
Table 78. South America Robot Car Sales by Application (2016-2021e) & (K Units)
Table 79. South America Robot Car Sales by Application (2021-2026) & (K Units)
Table 80. Middle East & Africa Robot Car Sales by Country (2016-2021e) & (K Units)
Table 81. Middle East & Africa Robot Car Sales by Country (2021-2026) & (K Units)
Table 82. Middle East & Africa Robot Car Revenue by Country (2016-2021e) & (USD Million)
Table 83. Middle East & Africa Robot Car Revenue by Country (2021-2026) & (USD Million)
Table 84. Middle East & Africa Robot Car Sales by Type (2016-2021e) & (K Units)
Table 85. Middle East & Africa Robot Car Sales by Type (2021-2026) & (K Units)
Table 86. Middle East & Africa Robot Car Sales by Application (2016-2021e) & (K Units)
Table 87. Middle East & Africa Robot Car Sales by Application (2021-2026) & (K Units)
Table 88. Direct Channel Pros & Cons
Table 89. Indirect Channel Pros & Cons
Table 90. Robot Car Typical Distributors
Table 91. Robot Car Typical Customers
List of Figures
Figure 1. Robot Car Picture
Figure 2. Global Robot Car Sales Market Share by Type in 2020
Figure 3. Passenger vehicles
Figure 4. Commercial vehicles
Figure 5. Global Robot Car Sales Market Share by Application in 2020
Figure 6. Automated trucks
Figure 7. Transport systems
Figure 8. Global Robot Car Market Size, (USD Million) & (K Units): 2020 VS 2021 VS 2026
Figure 9. Global Robot Car Market Size and Forecast (2016-2026) & (USD Million)
Figure 10. United States Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 11. Canada Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 12. Mexico Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 13. Germany Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 14. France Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 15. United Kingdom Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 16. Russia Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 17. Italy Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 18. China Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 19. Japan Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 20. Korea Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 21. India Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 22. Southeast Asia Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 23. Australia Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 24. Brazil Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 25. Egypt Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 26. Saudi Arabia Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 27. South Africa Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 28. Turkey Robot Car Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 29. Global Robot Car Sales (2016-2026) & (K Units)
Figure 30. Global Robot Car Production Capacity (2016-2026) & (K Units)
Figure 31. Global Robot Car Production Capacity by Geographic Region: 2020 VS 2021
Figure 32. Robot Car Market Drivers
Figure 33. Robot Car Market Restraints
Figure 34. Robot Car Market Trends
Figure 35. Global Robot Car Sales Market Share by Manufacturer in 2020
Figure 36. Global Robot Car Revenue Market Share by Manufacturer in 2020
Figure 37. Robot Car Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 38. Top 3 Robot Car Manufacturer (Revenue) Market Share in 2020
Figure 39. Top 6 Robot Car Manufacturer (Revenue) Market Share in 2020
Figure 40. Global Robot Car Sales Market Share by Region (2016-2026)
Figure 41. Global Robot Car Revenue Market Share by Region (2016-2026)
Figure 42. North America Robot Car Revenue (2016-2026) & (USD Million)
Figure 43. Europe Robot Car Revenue (2016-2026) & (USD Million)
Figure 44. Asia-Pacific Robot Car Revenue (2016-2026) & (USD Million)
Figure 45. South America Robot Car Revenue (2016-2026) & (USD Million)
Figure 46. Middle East & Africa Robot Car Revenue (2016-2026) & (USD Million)
Figure 47. Global Robot Car Sales Market Share by Type (2016-2026)
Figure 48. Global Robot Car Revenue Market Share by Type (2016-2026)
Figure 49. Global Robot Car Price by Type (2016-2026) & (USD/Unit)
Figure 50. Global Robot Car Sales Market Share by Application (2016-2026)
Figure 51. Global Robot Car Revenue Market Share by Application (2016-2026)
Figure 52. Global Robot Car Price by Application (2016-2026) & (USD/Unit)
Figure 53. North America Robot Car Sales Market Share by Country (2016-2026)
Figure 54. North America Robot Car Revenue Market Share by Country (2016-2026)
Figure 55. North America Robot Car Sales Market Share by Type (2016-2026)
Figure 56. North America Robot Car Sales Market Share by Application (2016-2026)
Figure 57. Europe Robot Car Sales Market Share by Country (2016-2026)
Figure 58. Europe Robot Car Revenue Market Share by Country (2016-2026)
Figure 59. Europe Robot Car Sales Market Share by Type (2016-2026)
Figure 60. Europe Robot Car Sales Market Share by Application (2016-2026)
Figure 61. Asia-Pacific Robot Car Sales Market Share by Region (2016-2026)
Figure 62. Asia-Pacific Robot Car Revenue Market Share by Region (2016-2026)
Figure 63. Asia-Pacific Robot Car Sales Market Share by Region (2016-2026)
Figure 64. Asia-Pacific Robot Car Sales Market Share by Application (2016-2026)
Figure 65. South America Robot Car Sales Market Share by Country (2016-2026)
Figure 66. South America Robot Car Revenue Market Share by Country (2016-2026)
Figure 67. South America Robot Car Sales Market Share by Type (2016-2026)
Figure 68. South America Robot Car Sales Market Share by Application (2016-2026)
Figure 69. Middle East & Africa Robot Car Sales Market Share by Country (2016-2026)
Figure 70. Middle East & Africa Robot Car Revenue Market Share by Country (2016-2026)
Figure 71. Middle East & Africa Robot Car Sales Market Share by Type (2016-2026)
Figure 72. Middle East & Africa Robot Car Sales Market Share by Application (2016-2026)
Figure 73. Sales Channel: Direct Channel vs Indirect Channel
Figure 74. Methodology
Figure 75. Research Process and Data Source