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Business Opportunities and Investment Strategies for Global Household Robots Market 2023-2033

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Feb 2024 | 187 Pages | From $1,000
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Opportunity and Strategy Analysis
This report focuses on identifying opportunities and strategies for investing in the global household robots market within the forecast period. It provides a complete analysis of the global market both quantitatively and qualitatively. The quantitative analysis includes market size and revenue data of the total demand, sub-markets, and regional/national levels throughout 2023-2033. Qualitative analysis depicts a full picture of market dynamics and trends including drivers, restraints and challenges, emerging products/market trends, and Porter’s Fiver Forces analysis.
 
Based on the market data and analysis, the report highlights Increasingly Attractive Segments (IAS) and business opportunities in each segmentation. Moreover, a systematic evaluation of Internal Risks (factors arising within the industry development) and External Risks (factors arising from the surrounding environments) is provided for the household robots market. All the identified risk factors are measured quantitatively according to GMD’s novel numeric system, i.e. each risk is evaluated with GMD Risk Index Number (GMD RIN) and GMD Risk Intensity Level (GMD RIL). This in-depth risk assessment offers a comprehensive understanding of the current risk factors and their developing trends. Furthermore, this report concludes risk management strategies and Critical Success Factors (CSFs) to help companies make intelligence-based business decisions in the global household robots industry.

 

Market Coverage & Overview
The report is based on studies for 2021-2023 and provides a forecast from 2024 till 2033 with 2023 as the base year. Considering impact of COVID-19 and regional conflicts such as Russia-Ukraine war, the trend and outlook of global market is forecast in optimistic, balanced, and conservative scenarios. In the balanced view, the global household robots market is expected to reach $55.51 billion by 2033, growing by 19.1% annually over the coming years. The total sales volume will approach 1.11 billion units in 2033.
 
Segmentation Analysis
Highlighted with 102 tables and 86 figures, this 187-page report represents a 360-degree view on the global market with extensively detailed segmentations by Offering, Robot Type, Application, Distribution Channel and Region/Country as shown below. Annual revenue 2023-2033 for each segment is included in the report. 
 
By Offering
• Robotic Products
• Services
 
By Robot Type
• Domestic Robots
• Entertainment & Leisure Robots
 
By Application
• Robotic Vacuum and Mopping
• Lawn Mowing
• Pool Cleaning
• Companionship
• Elderly Assistance and Handicap Systems
• Robot Toys and Hobby Systems
• Home Security and Surveillance
• Education and Research
• Other Applications
 
By Distribution Channel
• Offline
• Online
 
By Region
• North America (U.S., Canada, and Mexico)
• Europe (Germany, UK, France, Spain, Italy, Russia, Rest of Europe; Rest of Europe is further segmented into Netherlands, Switzerland, Poland, Sweden, Belgium, Austria, Ireland, Norway, Denmark, and Finland)
• APAC (Japan, China, Australia, India, South Korea, and Rest of APAC; Rest of APAC is further segmented into Malaysia, Singapore, Indonesia, Thailand, New Zealand, Vietnam, Taiwan, and Philippines)
• South America (Brazil, Chile, Argentina, Rest of South America)
• MEA (UAE, Saudi Arabia, South Africa, and Rest of MEA)
The breakdown of all regional markets by country and the breakdown of each national market by Offering, Application, and Robot Type over the forecast years are also included.

Key Companies 

The report also covers the current competitive scenario and profiles key vendors including market leaders and important emerging players. A selection of companies profiled in this report includes:
• Blue Frog Robotics Inc.
• bObsweep Inc.
• Deere & Company
• Dyson Limited
• Ecovacs Robotics Inc.
• Husqvarna Group
• ILIFE Innovation Ltd.
• iRobot Corporation (Amazon.com, Inc.)
• Lego System A/S
• LG Electronics Inc.
• Maytronics Ltd.
• Neato Robotics Inc. (Vorwerk)
• Panasonic Corporation
• Roborock Technology Co., Ltd.
• Samsung Electronics Co., Ltd.
• SharkNinja Operating LLC
• Xiaomi Corporation

 

Reasons to Purchase
• Gain a most comprehensive view on global market with lighting on market outlook, segmentations, dynamics and trends, growth opportunities, risk assessment, critical success factors (CSFs), increasingly attractive segments (IAS), and Porter’s Fiver Forces analysis.
• Access identified business opportunities and benchmarked investment strategies.
• Obtain up-to-date data and valuable insights to create regional and national strategies.
• Take wise actions to mitigate potential risk based on the matrix of systematic risk evaluation.
• Outperform competitors using the latest market data and research discoveries.
• Support internal and external presentations with reliable data and profound analysis.
• Backed up by premium primary and secondary information sources with inputs derived from industry professionals across the value chain.
• Supported by free customer services before and after sales.

 

 

Table of Contents
1 Introduction 10
1.1 Industry Definition and Research Scope 10
1.1.1 Industry Definition 10
1.1.2 Research Scope 11
1.2 Research Methodology 14
1.2.1 Overview of Market Research Methodology 14
1.2.2 Market Assumption 15
1.2.3 Secondary Data 15
1.2.4 Primary Data 15
1.2.5 Data Filtration and Model Design 16
1.2.6 Market Size/Share Estimation 17
1.2.7 Research Limitations 18
1.3 Executive Summary 19
2 Market Overview and Dynamics 22
2.1 Market Size and Forecast 22
2.1.1 Impact of COVID-19 on World Economy 25
2.1.2 Impact of COVID-19 on the Market 29
2.1.3 Impact of Russia-Ukraine Conflict 31
2.1.4 Impact of Israel-Palestine War 33
2.2 Major Growth Drivers 34
2.3 Market Restraints and Challenges 39
2.4 Emerging Opportunities and Market Trends 42
2.5 Porter’s Fiver Forces Analysis 45
3 Segmentation of Global Market by Offering 49
3.1 Market Overview by Offering 49
3.2 Robotic Products 52
3.3 Services 53
4 Segmentation of Global Market by Robot Type 54
4.1 Market Overview by Robot Type 54
4.2 Domestic Robots 59
4.3 Entertainment & Leisure Robots 60
5 Segmentation of Global Market by Application 61
5.1 Market Overview by Application 61
5.2 Robotic Vacuum and Mopping 66
5.3 Lawn Mowing 67
5.4 Pool Cleaning 68
5.5 Companionship 69
5.6 Elderly Assistance and Handicap Systems 70
5.7 Robot Toys and Hobby Systems 71
5.8 Home Security and Surveillance 72
5.9 Education and Research 73
5.10 Other Applications 74
6 Segmentation of Global Market by Distribution Channel 75
6.1 Market Overview by Distribution Channel 75
6.2 Offline 78
6.3 Online 79
7 Segmentation of Global Market by Region 80
7.1 Geographic Market Overview 2023-2033 80
7.2 North America Market 2023-2033 by Country 87
7.2.1 Overview of North America Market 87
7.2.2 U.S. 91
7.2.3 Canada 94
7.2.4 Mexico 96
7.3 European Market 2023-2033 by Country 98
7.3.1 Overview of European Market 98
7.3.2 Germany 102
7.3.3 U.K. 104
7.3.4 France 106
7.3.5 Spain 108
7.3.6 Italy 110
7.3.7 Russia 112
7.3.8 Rest of European Market 114
7.4 Asia-Pacific Market 2023-2033 by Country 116
7.4.1 Overview of Asia-Pacific Market 116
7.4.2 Japan 120
7.4.3 China 123
7.4.4 Australia 125
7.4.5 India 127
7.4.6 South Korea 129
7.4.7 Rest of APAC Region 131
7.5 South America Market 2023-2033 by Country 133
7.5.1 Argentina 137
7.5.2 Brazil 139
7.5.3 Chile 141
7.5.4 Rest of South America Market 143
7.6 MEA Market 2023-2033 by Country 144
7.6.1 UAE 148
7.6.2 Saudi Arabia 150
7.6.3 South Africa 152
7.6.4 Other National Markets 154
8 Competitive Landscape 155
8.1 Overview of Key Vendors 155
8.2 New Product Launch, Partnership, Investment, and M&A 159
8.3 Company Profiles 160
Blue Frog Robotics Inc. 160
bObsweep Inc. 162
Deere & Company 163
Dyson Limited 164
Ecovacs Robotics Inc. 165
Husqvarna Group 166
ILIFE Innovation Ltd. 167
iRobot Corporation (Amazon.com, Inc.) 168
Lego System A/S 169
LG Electronics Inc. 170
Maytronics Ltd. 171
Neato Robotics Inc. (Vorwerk) 172
Panasonic Corporation 173
Roborock Technology Co., Ltd. 174
Samsung Electronics Co., Ltd. 175
SharkNinja Operating LLC 176
Xiaomi Corporation 177
9 Investing in Household Robots Industry: Risk Assessment and Management 178
9.1 Risk Evaluation of Global Market 178
9.2 Critical Success Factors (CSFs) 184
RELATED REPORTS 187

List of Tables:

Table 1. Snapshot of Global Household Robots Market in Balanced Perspective, 2023-2033 20
Table 2. World Economic Outlook, 2024-2036 26
Table 3. World Economic Outlook, 2022-2024 28
Table 4. Scenarios for Economic Impact of Ukraine Crisis 32
Table 5. Scenarios for Economic Impact of Israel-Palestine War 33
Table 6. World Health Spending by Region, $ bn, 2013-2020 38
Table 7. Main Product Trends and Market Opportunities in Global Household Robots Market 42
Table 8. Global Household Robots Market by Offering, 2023-2033, $ mn 50
Table 9. Global Household Robots Market by Robot Type, 2023-2033, $ mn 55
Table 10. Global Household Robots Market by Robot Type, 2023-2033, million units 57
Table 11. Global Household Robots Market by Robot Type: Domestic Robots, 2023-2033, $ mn and million units 59
Table 12. Global Household Robots Market by Robot Type: Entertainment & Leisure Robots, 2023-2033, $ mn and million units 60
Table 13. Global Household Robots Market by Application, 2023-2033, $ mn 62
Table 14. Global Household Robots Market by Application, 2023-2033, million units 64
Table 15. Global Household Robots Market by Application: Robotic Vacuum and Mopping, 2023-2033, $ mn and million units 66
Table 16. Global Household Robots Market by Application: Lawn Mowing, 2023-2033, $ mn and million units 67
Table 17. Global Household Robots Market by Application: Pool Cleaning, 2023-2033, $ mn and million units 68
Table 18. Global Household Robots Market by Application: Companionship, 2023-2033, $ mn and million units 69
Table 19. Global Household Robots Market by Application: Elderly Assistance and Handicap Systems, 2023-2033, $ mn and million units 70
Table 20. Global Household Robots Market by Application: Robot Toys and Hobby Systems, 2023-2033, $ mn and million units 71
Table 21. Global Household Robots Market by Application: Home Security and Surveillance, 2023-2033, $ mn and million units 72
Table 22. Global Household Robots Market by Application: Education and Research, 2023-2033, $ mn and million units 73
Table 23. Global Household Robots Market by Application: Other Applications, 2023-2033, $ mn and million units 74
Table 24. Global Household Robots Market by Distribution Channel, 2023-2033, $ mn 76
Table 25. Global Household Robots Market by Region, 2023-2033, $ mn 82
Table 26. Global Household Robots Market by Region, 2023-2033, million units 84
Table 27. Leading National Household Robots Market, 2023 and 2033, $ mn 86
Table 28. North America Household Robots Market by Country, 2023-2033, $ mn 89
Table 29. U.S. Household Robots Market by Offering, 2023-2033, $ mn 93
Table 30. U.S. Household Robots Market by Application, 2023-2033, $ mn 93
Table 31. U.S. Household Robots Market by Robot Type, 2023-2033, $ mn 93
Table 32. Canada Household Robots Market by Offering, 2023-2033, $ mn 95
Table 33. Canada Household Robots Market by Application, 2023-2033, $ mn 95
Table 34. Canada Household Robots Market by Robot Type, 2023-2033, $ mn 95
Table 35. Mexico Household Robots Market by Offering, 2023-2033, $ mn 97
Table 36. Mexico Household Robots Market by Application, 2023-2033, $ mn 97
Table 37. Mexico Household Robots Market by Robot Type, 2023-2033, $ mn 97
Table 38. Europe Household Robots Market by Country, 2023-2033, $ mn 100
Table 39. Germany Household Robots Market by Offering, 2023-2033, $ mn 103
Table 40. Germany Household Robots Market by Application, 2023-2033, $ mn 103
Table 41. Germany Household Robots Market by Robot Type, 2023-2033, $ mn 103
Table 42. U.K. Household Robots Market by Offering, 2023-2033, $ mn 105
Table 43. U.K. Household Robots Market by Application, 2023-2033, $ mn 105
Table 44. U.K. Household Robots Market by Robot Type, 2023-2033, $ mn 105
Table 45. France Household Robots Market by Offering, 2023-2033, $ mn 107
Table 46. France Household Robots Market by Application, 2023-2033, $ mn 107
Table 47. France Household Robots Market by Robot Type, 2023-2033, $ mn 107
Table 48. Spain Household Robots Market by Offering, 2023-2033, $ mn 109
Table 49. Spain Household Robots Market by Application, 2023-2033, $ mn 109
Table 50. Spain Household Robots Market by Robot Type, 2023-2033, $ mn 109
Table 51. Italy Household Robots Market by Offering, 2023-2033, $ mn 111
Table 52. Italy Household Robots Market by Application, 2023-2033, $ mn 111
Table 53. Italy Household Robots Market by Robot Type, 2023-2033, $ mn 111
Table 54. Russia Household Robots Market by Offering, 2023-2033, $ mn 113
Table 55. Russia Household Robots Market by Application, 2023-2033, $ mn 113
Table 56. Russia Household Robots Market by Robot Type, 2023-2033, $ mn 113
Table 57. Household Robots Market in Rest of Europe by Country, 2023-2033, $ mn 115
Table 58. APAC Household Robots Market by Country, 2023-2033, $ mn 118
Table 59. Japan Household Robots Market by Offering, 2023-2033, $ mn 122
Table 60. Japan Household Robots Market by Application, 2023-2033, $ mn 122
Table 61. Japan Household Robots Market by Robot Type, 2023-2033, $ mn 122
Table 62. China Household Robots Market by Offering, 2023-2033, $ mn 124
Table 63. China Household Robots Market by Application, 2023-2033, $ mn 124
Table 64. China Household Robots Market by Robot Type, 2023-2033, $ mn 124
Table 65. Australia Household Robots Market by Offering, 2023-2033, $ mn 126
Table 66. Australia Household Robots Market by Application, 2023-2033, $ mn 126
Table 67. Australia Household Robots Market by Robot Type, 2023-2033, $ mn 126
Table 68. India Household Robots Market by Offering, 2023-2033, $ mn 128
Table 69. India Household Robots Market by Application, 2023-2033, $ mn 128
Table 70. India Household Robots Market by Robot Type, 2023-2033, $ mn 128
Table 71. South Korea Household Robots Market by Offering, 2023-2033, $ mn 130
Table 72. South Korea Household Robots Market by Application, 2023-2033, $ mn 130
Table 73. South Korea Household Robots Market by Robot Type, 2023-2033, $ mn 130
Table 74. Household Robots Market in Rest of APAC by Country/Region, 2023-2033, $ mn 132
Table 75. South America Household Robots Market by Country, 2023-2033, $ mn 135
Table 76. Argentina Household Robots Market by Offering, 2023-2033, $ mn 138
Table 77. Argentina Household Robots Market by Application, 2023-2033, $ mn 138
Table 78. Argentina Household Robots Market by Robot Type, 2023-2033, $ mn 138
Table 79. Brazil Household Robots Market by Offering, 2023-2033, $ mn 140
Table 80. Brazil Household Robots Market by Application, 2023-2033, $ mn 140
Table 81. Brazil Household Robots Market by Robot Type, 2023-2033, $ mn 140
Table 82. Chile Household Robots Market by Offering, 2023-2033, $ mn 142
Table 83. Chile Household Robots Market by Application, 2023-2033, $ mn 142
Table 84. Chile Household Robots Market by Robot Type, 2023-2033, $ mn 142
Table 85. MEA Household Robots Market by Country, 2023-2033, $ mn 146
Table 86. UAE Household Robots Market by Offering, 2023-2033, $ mn 149
Table 87. UAE Household Robots Market by Application, 2023-2033, $ mn 149
Table 88. UAE Household Robots Market by Robot Type, 2023-2033, $ mn 149
Table 89. Saudi Arabia Household Robots Market by Offering, 2023-2033, $ mn 151
Table 90. Saudi Arabia Household Robots Market by Application, 2023-2033, $ mn 151
Table 91. Saudi Arabia Household Robots Market by Robot Type, 2023-2033, $ mn 151
Table 92. South Africa Household Robots Market by Offering, 2023-2033, $ mn 153
Table 93. South Africa Household Robots Market by Application, 2023-2033, $ mn 153
Table 94. South Africa Household Robots Market by Robot Type, 2023-2033, $ mn 153
Table 95. Main Household Robot Products of Leading Suppliers 157
Table 96. Blue Frog Robotics Inc.: Company Snapshot 160
Table 97. Blue Frog Robotics Inc.: Business Segmentation 161
Table 98. Blue Frog Robotics Inc.: Product Portfolio 161
Table 99. List of Risk Factors and Weight Percentages/Theoretical Maximum 179
Table 100. Definition of GMD Relative Risk Index Number (Relative RIN) and GMD Risk Intensity Level (RIL) 180
Table 101. Risk Evaluation for Investing in Global Market, 2023-2033 181
Table 102. Critical Success Factors and Key Takeaways 185

 

 

List of Figures:

Figure 1. Research Method Flow Chart 14
Figure 2. Bottom-up Approach and Top-down Approach for Market Estimation 17
Figure 3. Global Market Forecast in Optimistic, Conservative and Balanced Perspectives, 2023-2033 19
Figure 4. Industry Value Chain Analysis 22
Figure 5. Global Household Robots Market, 2023-2033, $ mn 23
Figure 6. Global Household Robots Market, 2023-2033, million units 24
Figure 7. Impact of COVID-19 on Business 29
Figure 8. Primary Drivers and Impact Factors of Global Household Robots Market 34
Figure 9. Worldwide Geriatric Population (60 years and above) by Regions, 2015 & 2030, million 37
Figure 10. World Population 65 and Over, % of Total Population, 1950-2060 37
Figure 11. Primary Restraints and Impact Factors of Global Household Robots Market 39
Figure 12. Porter’s Fiver Forces Analysis of Global Household Robots Market 45
Figure 13. Growth Opportunity Analysis by Offering 49
Figure 14. Breakdown of Global Household Robots Market by Offering, 2023-2033, % of Revenue 50
Figure 15. Global Addressable Market Cap in 2024-2033 by Offering, Value ($ mn) and Share (%) 51
Figure 16. Global Household Robots Market by Offering: Robotic Products, 2023-2033, $ mn 52
Figure 17. Global Household Robots Market by Offering: Services, 2023-2033, $ mn 53
Figure 18. Growth Opportunity Analysis by Robot Type 54
Figure 19. Breakdown of Global Household Robots Market by Robot Type, 2023-2033, % of Sales Revenue 55
Figure 20. Global Addressable Market Cap in 2024-2033 by Robot Type, Value ($ mn) and Share (%) 56
Figure 21. Breakdown of Global Household Robots Market by Robot Type, 2023-2033, % of Sales Volume 57
Figure 22. Global Addressable Market Cap in 2024-2033 by Robot Type, Volume (million units) and Share (%) 58
Figure 23. Growth Opportunity Analysis by Application 61
Figure 24. Breakdown of Global Household Robots Market by Application, 2023-2033, % of Sales Revenue 62
Figure 25. Global Addressable Market Cap in 2024-2033 by Application, Value ($ mn) and Share (%) 63
Figure 26. Breakdown of Global Household Robots Market by Application, 2023-2033, % of Sales Volume 64
Figure 27. Global Addressable Market Cap in 2024-2033 by Application, Volume (million units) and Share (%) 65
Figure 28. Growth Opportunity Analysis by Distribution Channel 75
Figure 29. Breakdown of Global Household Robots Market by Distribution Channel, 2023-2033, % of Revenue 76
Figure 30. Global Addressable Market Cap in 2024-2033 by Distribution Channel, Value ($ mn) and Share (%) 77
Figure 31. Global Household Robots Market by Distribution Channel: Offline, 2023-2033, $ mn 78
Figure 32. Global Household Robots Market by Distribution Channel: Online, 2023-2033, $ mn 79
Figure 33. Global Market Snapshot by Region 80
Figure 34. Growth Opportunity Analysis of Global Market by Region 81
Figure 35. Geographic Spread of Worldwide Household Robots Market, 2023-2033, % of Sales Revenue 82
Figure 36. Global Addressable Market Cap in 2024-2033 by Region, Value ($ mn) and Share (%) 83
Figure 37. Geographic Spread of Worldwide Household Robots Market, 2023-2033, % of Sales Volume 84
Figure 38. Global Addressable Market Cap in 2024-2033 by Region, Volume (million units) and Share (%) 85
Figure 39. North American Household Robots Market, 2023-2033, $ mn 88
Figure 40. Growth Opportunity Analysis of North America Market by Country 88
Figure 41. Breakdown of North America Household Robots Market by Country, 2023 and 2033, % of Revenue 89
Figure 42. Contribution to North America 2024-2033 Cumulative Market by Country, Value ($ mn) and Share (%) 90
Figure 43. U.S. Household Robots Market, 2023-2033, $ mn 92
Figure 44. Canada Household Robots Market, 2023-2033, $ mn 94
Figure 45. Household Robots Market in Mexico, 2023-2033, $ mn 96
Figure 46. European Household Robots Market, 2023-2033, $ mn 99
Figure 47. Growth Opportunity Analysis of Europe Market by Country 99
Figure 48. Breakdown of European Household Robots Market by Country, 2023 and 2033, % of Revenue 100
Figure 49. Contribution to Europe 2024-2033 Cumulative Market by Country, Value ($ mn) and Share (%) 101
Figure 50. Household Robots Market in Germany, 2023-2033, $ mn 102
Figure 51. Household Robots Market in U.K., 2023-2033, $ mn 104
Figure 52. Household Robots Market in France, 2023-2033, $ mn 106
Figure 53. Household Robots Market in Spain, 2023-2033, $ mn 108
Figure 54. Household Robots Market in Italy, 2023-2033, $ mn 110
Figure 55. Household Robots Market in Russia, 2023-2033, $ mn 112
Figure 56. Household Robots Market in Rest of Europe, 2023-2033, $ mn 114
Figure 57. Asia-Pacific Household Robots Market, 2023-2033, $ mn 117
Figure 58. Growth Opportunity Analysis of Asia-Pacific Market by Country 117
Figure 59. Breakdown of APAC Household Robots Market by Country, 2023 and 2033, % of Revenue 118
Figure 60. Contribution to APAC 2024-2033 Cumulative Market by Country, Value ($ mn) and Share (%) 119
Figure 61. Household Robots Market in Japan, 2023-2033, $ mn 121
Figure 62. Household Robots Market in China, 2023-2033, $ mn 123
Figure 63. Household Robots Market in Australia, 2023-2033, $ mn 125
Figure 64. Household Robots Market in India, 2023-2033, $ mn 127
Figure 65. Household Robots Market in South Korea, 2023-2033, $ mn 129
Figure 66. Household Robots Market in Rest of APAC, 2023-2033, $ mn 131
Figure 67. South America Household Robots Market, 2023-2033, $ mn 134
Figure 68. Growth Opportunity Analysis of South America Market by Country 134
Figure 69. Breakdown of South America Household Robots Market by Country, 2023 and 2033, % of Revenue 135
Figure 70. Contribution to South America 2024-2033 Cumulative Market by Country, Value ($ mn) and Share (%) 136
Figure 71. Household Robots Market in Argentina, 2023-2033, $ mn 137
Figure 72. Household Robots Market in Brazil, 2023-2033, $ mn 139
Figure 73. Household Robots Market in Chile, 2023-2033, $ mn 141
Figure 74. Household Robots Market in Rest of South America, 2023-2033, $ mn 143
Figure 75. Household Robots Market in Middle East and Africa (MEA), 2023-2033, $ mn 145
Figure 76. Growth Opportunity Analysis of MEA Market by Country 145
Figure 77. Breakdown of MEA Household Robots Market by Country, 2023 and 2033, % of Revenue 146
Figure 78. Contribution to MEA 2024-2033 Cumulative Market by Country, Value ($ mn) and Share (%) 147
Figure 79. Household Robots Market in UAE, 2023-2033, $ mn 148
Figure 80. Household Robots Market in Saudi Arabia, 2023-2033, $ mn 150
Figure 81. Household Robots Market in South Africa, 2023-2033, $ mn 152
Figure 82. Household Robots Market in the Rest of MEA, 2023-2033, $ mn 154
Figure 83. Growth Stage of Global Household Robots Industry over the Forecast Period 155
Figure 84. Comparison of Risk Factors by GMD RIN in 2023 181
Figure 85. GMD Relative RIN of Internal Risk Factors in 2023 on Radar Chart 182
Figure 86. GMD Relative RIN of External Risk Factors in 2023 on Radar Chart 182

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