▶ 調査レポート

世界のホームロボット市場 2021:企業別、地域別、種類・用途別

• 英文タイトル:Global Home Robot 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。世界のホームロボット市場 2021:企業別、地域別、種類・用途別 / Global Home Robot Market 2021 by Manufacturers, Regions, Type and Application, Forecast to 2026 / GIR-105X08773資料のイメージです。• レポートコード:GIR-105X08773
• 出版社/出版日: / 2021年5月
• レポート形態:英文、PDF、101ページ
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• 産業分類:Consumer Goods
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レポート概要
当調査資料では、ホームロボット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。ホームロボットの種類別市場規模(ツールロボット、バトラーロボット)、用途別市場規模(医療、児童教育、その他)、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。
・ホームロボットの市場概要
・企業情報(企業概要、製品概要、販売量、価格、売上):Savioke、Techmetics、GreyOrange、Segway、Temi、Ecovacs
・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:ツールロボット、バトラーロボット
・用途別分析2016年-2026年:医療、児童教育、その他
・ホームロボットの北米市場規模2016年-2026年:アメリカ、カナダ、メキシコ
・ホームロボット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
・ホームロボットのアジア市場規模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
・ホームロボットの南米市場規模2016年-2026年:ブラジル、アルゼンチン
・ホームロボットの中東・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 Home Robot 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 Home Robot 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 Home Robot market size is expected to grow at a CAGR of xx% for the next five years.

Market segmentation
Home Robot 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
Tool Robot
Butler Robot

Market segment by Application can be divided into
Health Care
Children Education
Others

The key market players for global Home Robot market are listed below:
Savioke
Techmetics
GreyOrange
Segway
Temi
Ecovacs

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 Home Robot Introduction
1.2 Market Analysis by Type
1.2.1 Overview: Global Home Robot Revenue by Type: 2019 Versus 2021 Versus 2026
1.2.2 Tool Robot
1.2.3 Butler Robot
1.3 Market Analysis by Application
1.3.1 Overview: Global Home Robot Revenue by Application: 2019 Versus 2021 Versus 2026
1.3.2 Health Care
1.3.3 Children Education
1.3.4 Others
1.4 Global Home Robot Market Size & Forecast
1.4.1 Global Home Robot Sales in Value (2016-2026))
1.4.2 Global Home Robot Sales in Volume (2016-2026)
1.4.3 Global Home Robot Price by Type (2016-2026) & (USD/Unit)
1.5 Global Home Robot Production Capacity Analysis
1.5.1 Global Home Robot Total Production Capacity (2016-2026)
1.5.2 Global Home Robot Production Capacity by Geographic Region
1.6 Market Drivers, Restraints and Trends
1.6.1 Home Robot Market Drivers
1.6.2 Home Robot Market Restraints
1.6.3 Home Robot Trends Analysis
2 Manufacturers Profiles
2.1 Savioke
2.1.1 Savioke Details
2.1.2 Savioke Major Business
2.1.3 Savioke Home Robot Product and Services
2.1.4 Savioke Home Robot Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.2 Techmetics
2.2.1 Techmetics Details
2.2.2 Techmetics Major Business
2.2.3 Techmetics Home Robot Product and Services
2.2.4 Techmetics Home Robot Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.3 GreyOrange
2.3.1 GreyOrange Details
2.3.2 GreyOrange Major Business
2.3.3 GreyOrange Home Robot Product and Services
2.3.4 GreyOrange Home Robot Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.4 Segway
2.4.1 Segway Details
2.4.2 Segway Major Business
2.4.3 Segway Home Robot Product and Services
2.4.4 Segway Home Robot Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.5 Temi
2.5.1 Temi Details
2.5.2 Temi Major Business
2.5.3 Temi Home Robot Product and Services
2.5.4 Temi Home Robot Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
2.6 Ecovacs
2.6.1 Ecovacs Details
2.6.2 Ecovacs Major Business
2.6.3 Ecovacs Home Robot Product and Services
2.6.4 Ecovacs Home Robot Sales, Price, Revenue, Gross Margin and Market Share (2019-2021e)
3 Home Robot Sales by Manufacturer
3.1 Global Home Robot Sales in Volume by Manufacturer (2019-2021e)
3.2 Global Home Robot Revenue by Manufacturer (2019-2021e)
3.3 Key Manufacturer Market Position in Home Robot
3.4 Market Concentration Rate
3.4.1 Top 3 Home Robot Manufacturer Market Share
3.4.2 Top 6 Home Robot Manufacturer Market Share
3.5 Global Home Robot Production Capacity by Company
3.6 Manufacturer by Geography: Head Office and Home Robot Production Site
3.7 New Entrant and Capacity Expansion Plans
3.8 Mergers & Acquisitions
4 Market Analysis by Region
4.1 Global Home Robot Market Size by Region
4.1.1 Global Home Robot Sales in Volume by Region (2016-2026)
4.1.2 Global Home Robot Revenue by Region (2016-2026)
4.2 North America Home Robot Revenue (2016-2026)
4.3 Europe Home Robot Revenue (2016-2026)
4.4 Asia-Pacific Home Robot Revenue (2016-2026)
4.5 South America Home Robot Revenue (2016-2026)
4.6 Middle East and Africa Home Robot Revenue (2016-2026)
5 Market Segment by Type
5.1 Global Home Robot Sales in Volume by Type (2016-2026)
5.2 Global Home Robot Revenue by Type (2016-2026)
5.3 Global Home Robot Price by Type (2016-2026)
6 Market Segment by Application
6.1 Global Home Robot Sales in Volume by Application (2016-2026)
6.2 Global Home Robot Revenue by Application (2016-2026)
6.3 Global Home Robot Price by Application (2016-2026)
7 North America by Country, by Type, and by Application
7.1 North America Home Robot Sales by Type (2016-2026)
7.2 North America Home Robot Sales by Application (2016-2026)
7.3 North America Home Robot Market Size by Country
7.3.1 North America Home Robot Sales in Volume by Country (2016-2026)
7.3.2 North America Home Robot 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 Home Robot Sales by Type (2016-2026)
8.2 Europe Home Robot Sales by Application (2016-2026)
8.3 Europe Home Robot Market Size by Country
8.3.1 Europe Home Robot Sales in Volume by Country (2016-2026)
8.3.2 Europe Home Robot 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 Home Robot Sales by Type (2016-2026)
9.2 Asia-Pacific Home Robot Sales by Application (2016-2026)
9.3 Asia-Pacific Home Robot Market Size by Region
9.3.1 Asia-Pacific Home Robot Sales in Volume by Region (2016-2026)
9.3.2 Asia-Pacific Home Robot 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 Home Robot Sales by Type (2016-2026)
10.2 South America Home Robot Sales by Application (2016-2026)
10.3 South America Home Robot Market Size by Country
10.3.1 South America Home Robot Sales in Volume by Country (2016-2026)
10.3.2 South America Home Robot 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 Home Robot Sales by Type (2016-2026)
11.2 Middle East & Africa Home Robot Sales by Application (2016-2026)
11.3 Middle East & Africa Home Robot Market Size by Country
11.3.1 Middle East & Africa Home Robot Sales in Volume by Country (2016-2026)
11.3.2 Middle East & Africa Home Robot 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 Home Robot Typical Distributors
12.3 Home Robot 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 Home Robot Revenue by Type, (USD Million), 2021-2026
Table 2. Global Home Robot Revenue by Application, (USD Million), 2021-2026
Table 3. Savioke Basic Information, Manufacturing Base and Competitors
Table 4. Savioke Major Business
Table 5. Savioke Home Robot Product and Services
Table 6. Savioke Home Robot Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 7. Techmetics Basic Information, Manufacturing Base and Competitors
Table 8. Techmetics Major Business
Table 9. Techmetics Home Robot Product and Services
Table 10. Techmetics Home Robot Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 11. GreyOrange Basic Information, Manufacturing Base and Competitors
Table 12. GreyOrange Major Business
Table 13. GreyOrange Home Robot Product and Services
Table 14. GreyOrange Home Robot Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 15. Segway Basic Information, Manufacturing Base and Competitors
Table 16. Segway Major Business
Table 17. Segway Home Robot Product and Services
Table 18. Segway Home Robot Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 19. Temi Basic Information, Manufacturing Base and Competitors
Table 20. Temi Major Business
Table 21. Temi Home Robot Product and Services
Table 22. Temi Home Robot Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 23. Ecovacs Basic Information, Manufacturing Base and Competitors
Table 24. Ecovacs Major Business
Table 25. Ecovacs Home Robot Product and Services
Table 26. Ecovacs Home Robot Sales (K Units), Price (USD/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)
Table 27. Global Home Robot Sales by Manufacturer (2019-2021e) & (K Units)
Table 28. Global Home Robot Revenue by Manufacturer (2019-2021e) & (USD Million)
Table 29. Market Position of Manufacturers in Home Robot, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2020
Table 30. Global Home Robot Production Capacity by Company, (K Units): 2020 VS 2021
Table 31. Head Office and Home Robot Production Site of Key Manufacturer
Table 32. Global Home Robot Sales by Region (2016-2021e) & (K Units)
Table 33. Global Home Robot Sales by Region (2021-2026) & (K Units)
Table 34. Global Home Robot Revenue by Region (2016-2021e) & (USD Million)
Table 35. Global Home Robot Revenue by Region (2021-2026) & (USD Million)
Table 36. Global Home Robot Sales by Type (2016-2021e) & (K Units)
Table 37. Global Home Robot Sales by Type (2021-2026) & (K Units)
Table 38. Global Home Robot Revenue by Type (2016-2021e) & (USD Million)
Table 39. Global Home Robot Revenue by Type (2021-2026) & (USD Million)
Table 40. Global Home Robot Price by Type (2016-2021e) & (USD/Unit)
Table 41. Global Home Robot Price by Type (2021-2026) & (USD/Unit)
Table 42. Global Home Robot Sales by Application (2016-2021e) & (K Units)
Table 43. Global Home Robot Sales by Application (2021-2026) & (K Units)
Table 44. Global Home Robot Revenue by Application (2016-2021e) & (USD Million)
Table 45. Global Home Robot Revenue by Application (2021-2026) & (USD Million)
Table 46. Global Home Robot Price by Application (2016-2021e) & (USD/Unit)
Table 47. Global Home Robot Price by Application (2021-2026) & (USD/Unit)
Table 48. North America Home Robot Sales by Country (2016-2021e) & (K Units)
Table 49. North America Home Robot Sales by Country (2021-2026) & (K Units)
Table 50. North America Home Robot Revenue by Country (2016-2021e) & (USD Million)
Table 51. North America Home Robot Revenue by Country (2021-2026) & (USD Million)
Table 52. North America Home Robot Sales by Type (2016-2021e) & (K Units)
Table 53. North America Home Robot Sales by Type (2021-2026) & (K Units)
Table 54. North America Home Robot Sales by Application (2016-2021e) & (K Units)
Table 55. North America Home Robot Sales by Application (2021-2026) & (K Units)
Table 56. Europe Home Robot Sales by Country (2016-2021e) & (K Units)
Table 57. Europe Home Robot Sales by Country (2021-2026) & (K Units)
Table 58. Europe Home Robot Revenue by Country (2016-2021e) & (USD Million)
Table 59. Europe Home Robot Revenue by Country (2021-2026) & (USD Million)
Table 60. Europe Home Robot Sales by Type (2016-2021e) & (K Units)
Table 61. Europe Home Robot Sales by Type (2021-2026) & (K Units)
Table 62. Europe Home Robot Sales by Application (2016-2021e) & (K Units)
Table 63. Europe Home Robot Sales by Application (2021-2026) & (K Units)
Table 64. Asia-Pacific Home Robot Sales by Region (2016-2021e) & (K Units)
Table 65. Asia-Pacific Home Robot Sales by Region (2021-2026) & (K Units)
Table 66. Asia-Pacific Home Robot Revenue by Region (2016-2021e) & (USD Million)
Table 67. Asia-Pacific Home Robot Revenue by Region (2021-2026) & (USD Million)
Table 68. Asia-Pacific Home Robot Sales by Type (2016-2021e) & (K Units)
Table 69. Asia-Pacific Home Robot Sales by Type (2021-2026) & (K Units)
Table 70. Asia-Pacific Home Robot Sales by Application (2016-2021e) & (K Units)
Table 71. Asia-Pacific Home Robot Sales by Application (2021-2026) & (K Units)
Table 72. South America Home Robot Sales by Country (2016-2021e) & (K Units)
Table 73. South America Home Robot Sales by Country (2021-2026) & (K Units)
Table 74. South America Home Robot Revenue by Country (2016-2021e) & (USD Million)
Table 75. South America Home Robot Revenue by Country (2021-2026) & (USD Million)
Table 76. South America Home Robot Sales by Type (2016-2021e) & (K Units)
Table 77. South America Home Robot Sales by Type (2021-2026) & (K Units)
Table 78. South America Home Robot Sales by Application (2016-2021e) & (K Units)
Table 79. South America Home Robot Sales by Application (2021-2026) & (K Units)
Table 80. Middle East & Africa Home Robot Sales by Country (2016-2021e) & (K Units)
Table 81. Middle East & Africa Home Robot Sales by Country (2021-2026) & (K Units)
Table 82. Middle East & Africa Home Robot Revenue by Country (2016-2021e) & (USD Million)
Table 83. Middle East & Africa Home Robot Revenue by Country (2021-2026) & (USD Million)
Table 84. Middle East & Africa Home Robot Sales by Type (2016-2021e) & (K Units)
Table 85. Middle East & Africa Home Robot Sales by Type (2021-2026) & (K Units)
Table 86. Middle East & Africa Home Robot Sales by Application (2016-2021e) & (K Units)
Table 87. Middle East & Africa Home Robot Sales by Application (2021-2026) & (K Units)
Table 88. Direct Channel Pros & Cons
Table 89. Indirect Channel Pros & Cons
Table 90. Home Robot Typical Distributors
Table 91. Home Robot Typical Customers
List of Figures
Figure 1. Home Robot Picture
Figure 2. Global Home Robot Sales Market Share by Type in 2020
Figure 3. Tool Robot
Figure 4. Butler Robot
Figure 5. Global Home Robot Sales Market Share by Application in 2020
Figure 6. Health Care
Figure 7. Children Education
Figure 8. Others
Figure 9. Global Home Robot Market Size, (USD Million) & (K Units): 2020 VS 2021 VS 2026
Figure 10. Global Home Robot Market Size and Forecast (2016-2026) & (USD Million)
Figure 11. United States Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 12. Canada Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 13. Mexico Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 14. Germany Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 15. France Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 16. United Kingdom Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 17. Russia Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 18. Italy Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 19. China Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 20. Japan Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 21. Korea Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 22. India Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 23. Southeast Asia Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 24. Australia Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 25. Brazil Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 26. Egypt Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 27. Saudi Arabia Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 28. South Africa Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 29. Turkey Home Robot Revenue and Growth Rate (2016-2026) & (USD Million)
Figure 30. Global Home Robot Sales (2016-2026) & (K Units)
Figure 31. Global Home Robot Production Capacity (2016-2026) & (K Units)
Figure 32. Global Home Robot Production Capacity by Geographic Region: 2020 VS 2021
Figure 33. Home Robot Market Drivers
Figure 34. Home Robot Market Restraints
Figure 35. Home Robot Market Trends
Figure 36. Global Home Robot Sales Market Share by Manufacturer in 2020
Figure 37. Global Home Robot Revenue Market Share by Manufacturer in 2020
Figure 38. Home Robot Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 39. Top 3 Home Robot Manufacturer (Revenue) Market Share in 2020
Figure 40. Top 6 Home Robot Manufacturer (Revenue) Market Share in 2020
Figure 41. Global Home Robot Sales Market Share by Region (2016-2026)
Figure 42. Global Home Robot Revenue Market Share by Region (2016-2026)
Figure 43. North America Home Robot Revenue (2016-2026) & (USD Million)
Figure 44. Europe Home Robot Revenue (2016-2026) & (USD Million)
Figure 45. Asia-Pacific Home Robot Revenue (2016-2026) & (USD Million)
Figure 46. South America Home Robot Revenue (2016-2026) & (USD Million)
Figure 47. Middle East & Africa Home Robot Revenue (2016-2026) & (USD Million)
Figure 48. Global Home Robot Sales Market Share by Type (2016-2026)
Figure 49. Global Home Robot Revenue Market Share by Type (2016-2026)
Figure 50. Global Home Robot Price by Type (2016-2026) & (USD/Unit)
Figure 51. Global Home Robot Sales Market Share by Application (2016-2026)
Figure 52. Global Home Robot Revenue Market Share by Application (2016-2026)
Figure 53. Global Home Robot Price by Application (2016-2026) & (USD/Unit)
Figure 54. North America Home Robot Sales Market Share by Country (2016-2026)
Figure 55. North America Home Robot Revenue Market Share by Country (2016-2026)
Figure 56. North America Home Robot Sales Market Share by Type (2016-2026)
Figure 57. North America Home Robot Sales Market Share by Application (2016-2026)
Figure 58. Europe Home Robot Sales Market Share by Country (2016-2026)
Figure 59. Europe Home Robot Revenue Market Share by Country (2016-2026)
Figure 60. Europe Home Robot Sales Market Share by Type (2016-2026)
Figure 61. Europe Home Robot Sales Market Share by Application (2016-2026)
Figure 62. Asia-Pacific Home Robot Sales Market Share by Region (2016-2026)
Figure 63. Asia-Pacific Home Robot Revenue Market Share by Region (2016-2026)
Figure 64. Asia-Pacific Home Robot Sales Market Share by Region (2016-2026)
Figure 65. Asia-Pacific Home Robot Sales Market Share by Application (2016-2026)
Figure 66. South America Home Robot Sales Market Share by Country (2016-2026)
Figure 67. South America Home Robot Revenue Market Share by Country (2016-2026)
Figure 68. South America Home Robot Sales Market Share by Type (2016-2026)
Figure 69. South America Home Robot Sales Market Share by Application (2016-2026)
Figure 70. Middle East & Africa Home Robot Sales Market Share by Country (2016-2026)
Figure 71. Middle East & Africa Home Robot Revenue Market Share by Country (2016-2026)
Figure 72. Middle East & Africa Home Robot Sales Market Share by Type (2016-2026)
Figure 73. Middle East & Africa Home Robot Sales Market Share by Application (2016-2026)
Figure 74. Sales Channel: Direct Channel vs Indirect Channel
Figure 75. Methodology
Figure 76. Research Process and Data Source