The blind spot detection market is projected to be valued at US$ 2,464.90 million in 2023. The market research report anticipates a growth of US$ 9,058.10 million by 2033. The blind spot detection sales are expected to record a CAGR of 13.90% during the forecast period.
Blind Spot Detection Market Trends and Highlights:
Attributes | Key Insights |
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Blind Spot Detection Market Estimated Size in 2023 | US$ 2,464.90 million |
Projected Market Value in 2033 | US$ 9,058.10 million |
Value-based CAGR from 2023 to 2033 | 13.90% |
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China, Germany, Japan, the United States, Mexico, and India accounted for a significant portion of global blind spot detection systems demand.
Pedestrian safety is becoming a priority owing to the high incidence of road accidents. With the increasing complexity of traffic and a growing number of vehicles on the road, demand for technologically equipped vehicles with sensors is increasing.
In the near future, passenger and heavy commercial vehicles are expected to be equipped with ADAS systems such as blind-spot detection at a considerable pace. Blind-spot detection (BSD) systems can be a valuable technology for drivers at night or in adverse weather conditions.
BSD systems can provide a wealth of information to drivers, enhancing their overall safety and lowering the risk of accidents. Sales of BSD are expected to grow in the forthcoming years as a significant number of automakers recognize the value of this technology in ensuring pedestrian safety.
Market Value in 2022 | US$ 2,164.10 million |
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Market Value in 2033 | US$ 9,058.10 million |
Countries | Forecast CAGRs from 2023 to 2033 |
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United States | 14.0% |
Germany | 15.2% |
India | 13.70% |
China | 13.40% |
The United States market to account for a CAGR of 14.0% in 2023. The market is expected to be driven by the increasing focus of international firms operating in the United States on mergers, acquisitions, collaborations, and partnerships with start-ups to co-develop technologically advanced ADAS. The government is also enforcing strict regulations to improve traffic management and enhance road safety.
Increased vehicle sales, particularly premium vehicles, and high adoption of safety features per vehicle, contribute to the demand for BSD systems. The United States New Car Assessment Program (US NCAP), a flagship program of the country's National Highway Traffic Safety Administration (NHTSA), focused on incorporating these safety systems, which may alleviate buyers' safety concerns. Improvements in the rating system are expected to result in a positive change in the vehicle's safety features.
China is one of the most profitable markets for ADAS manufacturers and suppliers. China to account for a CAGR of 13.40% in 2023. China's dominance in the global BSD market is being bolstered by an increasing trend of vehicle electrification.
The market is being further driven by China's growing automotive industry and falling sensor prices, which makes automotive ADAS products more affordable. The government is gradually agreeing that installing and mandating intelligent driving can improve traffic safety.
As per the report, Germany is to account for CAGR of 15.2% by the end of 2023. Among other technology types, camera sensors account for 42.6% of Germany's overall BSD market. Growth is attributable to increasing awareness about BSD system calibration in the country. The European Union has also devised a new plan to eliminate all road deaths by 2050.
The blind spot detection market in India is set to experience huge growth during the period 2023 to 2033. India is expected to account for a CAGR of 13.70% in 2023.
The country's rapidly growing automotive market, increasing middle-class population, and government efforts to improve road safety contributed to the adoption of blind spot detection systems in India. Technological advancements and safety-conscious consumers also drive the market. Awareness of the benefits of ADAS, including blind spot detection, was increasing among Indian consumers. As people became more safety-conscious, they started to demand vehicles equipped with these features.
Many global automobile manufacturers have a significant presence in the Indian market. They have been introducing vehicles with advanced safety features, contributing to the growth of the market.
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Segment | Camera Sensor by Technology |
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Value Share in 2023 | 41.76% |
Based on technology type, the camera sensor technology segment is estimated to dominate the market over the forecast period, accounting for about 42% of the total market share. According to technology segmentations, camera sensors have emerged as a popular option among its alternatives.
Due to important advantages such as being all-weather, long-range, and natural insulators, sales in this segment are forecast to remain high over the assessment period.
Segment | OEM by Sales Channel |
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Value Share in 2023 | 92% |
In terms of sales channels, the OEM segment is expected to account for 92% of the total market share by the end of 2032. OEMs are renowned for their rigorous quality control and safety standards. When OEMs install blind spot detection systems, consumers typically have greater confidence in the quality and reliability of these systems.
OEM-installed systems are covered by the vehicle's warranty, offering consumers peace of mind. In the event of a malfunction or issue, vehicle owners can rely on the manufacturer's network of service centers and customer support for assistance, which is often not the case with aftermarket systems.
With multiple big, medium, and small-scale BSD developers, vehicle manufacturers, and service providers, the blind spot detection market is gaining momentum. Established and emerging market players are aiming to improve sales by investing in collaborations with OEMs and other ADAS manufacturers.
Attributes | Details |
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Estimated Market Size in 2023 | US$ 2,464.90 million |
Projected Market Valuation in 2033 | US$ 9,058.10 million |
Value-based CAGR 2023 to 2033 | 13.9% |
Forecast Period | 2023 to 2033 |
Historical Data Available for | 2018 to 2022 |
Market Analysis | Value in US$ million |
Key Regions Covered |
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Key Market Segments Covered |
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Key Countries Profiled |
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Key Companies Profiled |
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The blind spot detection market is expected to reach US$2,464.90 million in 2023.
The blind spot detection market is set to expand by a CAGR of 13.9% by 2033.
The blind spot detection market is forecast to reach US$ 9,058.10 million by 2033.
A significant share of profits will likely come from the Industry in North America.
1. Executive Summary 1.1. Global Market Outlook 1.2. Demand-side Trends 1.3. Supply-side Trends 1.4. Technology Roadmap Analysis 1.5. Analysis and Recommendations 2. Market Overview 2.1. Market Coverage / Taxonomy 2.2. Market Definition / Scope / Limitations 3. Market Background 3.1. Market Dynamics 3.1.1. Drivers 3.1.2. Restraints 3.1.3. Opportunity 3.1.4. Trends 3.2. Scenario Forecast 3.2.1. Demand in Optimistic Scenario 3.2.2. Demand in Likely Scenario 3.2.3. Demand in Conservative Scenario 3.3. Opportunity Map Analysis 3.4. Product Life Cycle Analysis 3.5. Supply Chain Analysis 3.5.1. Supply Side Participants and their Roles 3.5.1.1. Producers 3.5.1.2. Mid-Level Participants (Traders/ Agents/ Brokers) 3.5.1.3. Wholesalers and Distributors 3.5.2. Value Added and Value Created at Node in the Supply Chain 3.5.3. List of Raw Material Suppliers 3.5.4. List of Existing and Potential Buyer’s 3.6. Investment Feasibility Matrix 3.7. Value Chain Analysis 3.7.1. Profit Margin Analysis 3.7.2. Wholesalers and Distributors 3.7.3. Retailers 3.8. PESTLE and Porter’s Analysis 3.9. Regulatory Landscape 3.9.1. By Key Regions 3.9.2. By Key Countries 3.10. Regional Parent Market Outlook 3.11. Production and Consumption Statistics 3.12. Import and Export Statistics 4. Global Market Analysis 2018 to 2022 and Forecast, 2023 to 2033 4.1. Historical Market Size Value (US$ Million) & Volume (Units) Analysis, 2018 to 2022 4.2. Current and Future Market Size Value (US$ Million) & Volume (Units) Projections, 2023 to 2033 4.2.1. Y-o-Y Growth Trend Analysis 4.2.2. Absolute $ Opportunity Analysis 5. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Technology 5.1. Introduction / Key Findings 5.2. Historical Market Size Value (US$ Million) & Volume (Units) Analysis By Technology, 2018 to 2022 5.3. Current and Future Market Size Value (US$ Million) & Volume (Units) Analysis and Forecast By Technology, 2023 to 2033 5.3.1. Ultrasonic Sensor 5.3.2. Lidar Sensor 5.3.3. Radar Sensor 5.3.4. Camera Sensor 5.3.5. Infrared Sensor 5.3.6. Pressure Sensor 5.4. Y-o-Y Growth Trend Analysis By Technology, 2018 to 2022 5.5. Absolute $ Opportunity Analysis By Technology, 2023 to 2033 6. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Sales Channel 6.1. Introduction / Key Findings 6.2. Historical Market Size Value (US$ Million) & Volume (Units) Analysis By Sales Channel, 2018 to 2022 6.3. Current and Future Market Size Value (US$ Million) & Volume (Units) Analysis and Forecast By Sales Channel, 2023 to 2033 6.3.1. Original Equipment Manufacturer (OEM) 6.3.2. Aftermarket 6.4. Y-o-Y Growth Trend Analysis By Sales Channel, 2018 to 2022 6.5. Absolute $ Opportunity Analysis By Sales Channel, 2023 to 2033 7. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Vehicle Type 7.1. Introduction / Key Findings 7.2. Historical Market Size Value (US$ Million) & Volume (Units) Analysis By Vehicle Type, 2018 to 2022 7.3. Current and Future Market Size Value (US$ Million) & Volume (Units) Analysis and Forecast By Vehicle Type, 2023 to 2033 7.3.1. Passenger Vehicle 7.3.2. Heavy Commercial Vehicle 7.3.3. Light Commercial Vehicle 7.4. Y-o-Y Growth Trend Analysis By Vehicle Type, 2018 to 2022 7.5. Absolute $ Opportunity Analysis By Vehicle Type, 2023 to 2033 8. Global Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Region 8.1. Introduction 8.2. Historical Market Size Value (US$ Million) & Volume (Units) Analysis By Region, 2018 to 2022 8.3. Current Market Size Value (US$ Million) & Volume (Units) Analysis and Forecast By Region, 2023 to 2033 8.3.1. North America 8.3.2. Latin America 8.3.3. Western Europe 8.3.4. Eastern Europe 8.3.5. South Asia and Pacific 8.3.6. East Asia 8.3.7. Middle East and Africa 8.4. Market Attractiveness Analysis By Region 9. North America Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country 9.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2018 to 2022 9.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2023 to 2033 9.2.1. By Country 9.2.1.1. USA 9.2.1.2. Canada 9.2.2. By Technology 9.2.3. By Sales Channel 9.2.4. By Vehicle Type 9.3. Market Attractiveness Analysis 9.3.1. By Country 9.3.2. By Technology 9.3.3. By Sales Channel 9.3.4. By Vehicle Type 9.4. Key Takeaways 10. Latin America Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country 10.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2018 to 2022 10.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2023 to 2033 10.2.1. By Country 10.2.1.1. Brazil 10.2.1.2. Mexico 10.2.1.3. Rest of Latin America 10.2.2. By Technology 10.2.3. By Sales Channel 10.2.4. By Vehicle Type 10.3. Market Attractiveness Analysis 10.3.1. By Country 10.3.2. By Technology 10.3.3. By Sales Channel 10.3.4. By Vehicle Type 10.4. Key Takeaways 11. Western Europe Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country 11.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2018 to 2022 11.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2023 to 2033 11.2.1. By Country 11.2.1.1. Germany 11.2.1.2. UK 11.2.1.3. France 11.2.1.4. Spain 11.2.1.5. Italy 11.2.1.6. Rest of Western Europe 11.2.2. By Technology 11.2.3. By Sales Channel 11.2.4. By Vehicle Type 11.3. Market Attractiveness Analysis 11.3.1. By Country 11.3.2. By Technology 11.3.3. By Sales Channel 11.3.4. By Vehicle Type 11.4. Key Takeaways 12. Eastern Europe Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country 12.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2018 to 2022 12.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2023 to 2033 12.2.1. By Country 12.2.1.1. Poland 12.2.1.2. Russia 12.2.1.3. Czech Republic 12.2.1.4. Romania 12.2.1.5. Rest of Eastern Europe 12.2.2. By Technology 12.2.3. By Sales Channel 12.2.4. By Vehicle Type 12.3. Market Attractiveness Analysis 12.3.1. By Country 12.3.2. By Technology 12.3.3. By Sales Channel 12.3.4. By Vehicle Type 12.4. Key Takeaways 13. South Asia and Pacific Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country 13.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2018 to 2022 13.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2023 to 2033 13.2.1. By Country 13.2.1.1. India 13.2.1.2. Bangladesh 13.2.1.3. Australia 13.2.1.4. New Zealand 13.2.1.5. Rest of South Asia and Pacific 13.2.2. By Technology 13.2.3. By Sales Channel 13.2.4. By Vehicle Type 13.3. Market Attractiveness Analysis 13.3.1. By Country 13.3.2. By Technology 13.3.3. By Sales Channel 13.3.4. By Vehicle Type 13.4. Key Takeaways 14. East Asia Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country 14.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2018 to 2022 14.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2023 to 2033 14.2.1. By Country 14.2.1.1. China 14.2.1.2. Japan 14.2.1.3. South Korea 14.2.2. By Technology 14.2.3. By Sales Channel 14.2.4. By Vehicle Type 14.3. Market Attractiveness Analysis 14.3.1. By Country 14.3.2. By Technology 14.3.3. By Sales Channel 14.3.4. By Vehicle Type 14.4. Key Takeaways 15. Middle East and Africa Market Analysis 2018 to 2022 and Forecast 2023 to 2033, By Country 15.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2018 to 2022 15.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2023 to 2033 15.2.1. By Country 15.2.1.1. GCC Countries 15.2.1.2. South Africa 15.2.1.3. Israel 15.2.1.4. Rest of MEA 15.2.2. By Technology 15.2.3. By Sales Channel 15.2.4. By Vehicle Type 15.3. Market Attractiveness Analysis 15.3.1. By Country 15.3.2. By Technology 15.3.3. By Sales Channel 15.3.4. By Vehicle Type 15.4. Key Takeaways 16. Key Countries Market Analysis 16.1. USA 16.1.1. Pricing Analysis 16.1.2. Market Share Analysis, 2022 16.1.2.1. By Technology 16.1.2.2. By Sales Channel 16.1.2.3. By Vehicle Type 16.2. Canada 16.2.1. Pricing Analysis 16.2.2. Market Share Analysis, 2022 16.2.2.1. By Technology 16.2.2.2. By Sales Channel 16.2.2.3. By Vehicle Type 16.3. Brazil 16.3.1. Pricing Analysis 16.3.2. Market Share Analysis, 2022 16.3.2.1. By Technology 16.3.2.2. By Sales Channel 16.3.2.3. By Vehicle Type 16.4. Mexico 16.4.1. Pricing Analysis 16.4.2. Market Share Analysis, 2022 16.4.2.1. By Technology 16.4.2.2. By Sales Channel 16.4.2.3. By Vehicle Type 16.5. Germany 16.5.1. Pricing Analysis 16.5.2. Market Share Analysis, 2022 16.5.2.1. By Technology 16.5.2.2. By Sales Channel 16.5.2.3. By Vehicle Type 16.6. UK 16.6.1. Pricing Analysis 16.6.2. Market Share Analysis, 2022 16.6.2.1. By Technology 16.6.2.2. By Sales Channel 16.6.2.3. By Vehicle Type 16.7. France 16.7.1. Pricing Analysis 16.7.2. Market Share Analysis, 2022 16.7.2.1. By Technology 16.7.2.2. By Sales Channel 16.7.2.3. By Vehicle Type 16.8. Spain 16.8.1. Pricing Analysis 16.8.2. Market Share Analysis, 2022 16.8.2.1. By Technology 16.8.2.2. By Sales Channel 16.8.2.3. By Vehicle Type 16.9. Italy 16.9.1. Pricing Analysis 16.9.2. Market Share Analysis, 2022 16.9.2.1. By Technology 16.9.2.2. By Sales Channel 16.9.2.3. By Vehicle Type 16.10. Poland 16.10.1. Pricing Analysis 16.10.2. Market Share Analysis, 2022 16.10.2.1. By Technology 16.10.2.2. By Sales Channel 16.10.2.3. By Vehicle Type 16.11. Russia 16.11.1. Pricing Analysis 16.11.2. Market Share Analysis, 2022 16.11.2.1. By Technology 16.11.2.2. By Sales Channel 16.11.2.3. By Vehicle Type 16.12. Czech Republic 16.12.1. Pricing Analysis 16.12.2. Market Share Analysis, 2022 16.12.2.1. By Technology 16.12.2.2. By Sales Channel 16.12.2.3. By Vehicle Type 16.13. Romania 16.13.1. Pricing Analysis 16.13.2. Market Share Analysis, 2022 16.13.2.1. By Technology 16.13.2.2. By Sales Channel 16.13.2.3. By Vehicle Type 16.14. India 16.14.1. Pricing Analysis 16.14.2. Market Share Analysis, 2022 16.14.2.1. By Technology 16.14.2.2. By Sales Channel 16.14.2.3. By Vehicle Type 16.15. Bangladesh 16.15.1. Pricing Analysis 16.15.2. Market Share Analysis, 2022 16.15.2.1. By Technology 16.15.2.2. By Sales Channel 16.15.2.3. By Vehicle Type 16.16. Australia 16.16.1. Pricing Analysis 16.16.2. Market Share Analysis, 2022 16.16.2.1. By Technology 16.16.2.2. By Sales Channel 16.16.2.3. By Vehicle Type 16.17. New Zealand 16.17.1. Pricing Analysis 16.17.2. Market Share Analysis, 2022 16.17.2.1. By Technology 16.17.2.2. By Sales Channel 16.17.2.3. By Vehicle Type 16.18. China 16.18.1. Pricing Analysis 16.18.2. Market Share Analysis, 2022 16.18.2.1. By Technology 16.18.2.2. By Sales Channel 16.18.2.3. By Vehicle Type 16.19. Japan 16.19.1. Pricing Analysis 16.19.2. Market Share Analysis, 2022 16.19.2.1. By Technology 16.19.2.2. By Sales Channel 16.19.2.3. By Vehicle Type 16.20. South Korea 16.20.1. Pricing Analysis 16.20.2. Market Share Analysis, 2022 16.20.2.1. By Technology 16.20.2.2. By Sales Channel 16.20.2.3. By Vehicle Type 16.21. GCC Countries 16.21.1. Pricing Analysis 16.21.2. Market Share Analysis, 2022 16.21.2.1. By Technology 16.21.2.2. By Sales Channel 16.21.2.3. By Vehicle Type 16.22. South Africa 16.22.1. Pricing Analysis 16.22.2. Market Share Analysis, 2022 16.22.2.1. By Technology 16.22.2.2. By Sales Channel 16.22.2.3. By Vehicle Type 16.23. Israel 16.23.1. Pricing Analysis 16.23.2. Market Share Analysis, 2022 16.23.2.1. By Technology 16.23.2.2. By Sales Channel 16.23.2.3. By Vehicle Type 17. Market Structure Analysis 17.1. Competition Dashboard 17.2. Competition Benchmarking 17.3. Market Share Analysis of Top Players 17.3.1. By Regional 17.3.2. By Technology 17.3.3. By Sales Channel 17.3.4. By Vehicle Type 18. Competition Analysis 18.1. Competition Deep Dive 18.1.1. Continental AG 18.1.1.1. Overview 18.1.1.2. Product Portfolio 18.1.1.3. Profitability by Market Segments 18.1.1.4. Sales Footprint 18.1.1.5. Strategy Overview 18.1.1.5.1. Marketing Strategy 18.1.1.5.2. Product Strategy 18.1.1.5.3. Channel Strategy 18.1.2. ZF Friedrichshafen AG 18.1.2.1. Overview 18.1.2.2. Product Portfolio 18.1.2.3. Profitability by Market Segments 18.1.2.4. Sales Footprint 18.1.2.5. Strategy Overview 18.1.2.5.1. Marketing Strategy 18.1.2.5.2. Product Strategy 18.1.2.5.3. Channel Strategy 18.1.3. DENSO Corporation 18.1.3.1. Overview 18.1.3.2. Product Portfolio 18.1.3.3. Profitability by Market Segments 18.1.3.4. Sales Footprint 18.1.3.5. Strategy Overview 18.1.3.5.1. Marketing Strategy 18.1.3.5.2. Product Strategy 18.1.3.5.3. Channel Strategy 18.1.4. Mobileye 18.1.4.1. Overview 18.1.4.2. Product Portfolio 18.1.4.3. Profitability by Market Segments 18.1.4.4. Sales Footprint 18.1.4.5. Strategy Overview 18.1.4.5.1. Marketing Strategy 18.1.4.5.2. Product Strategy 18.1.4.5.3. Channel Strategy 18.1.5. Aptiv Plc 18.1.5.1. Overview 18.1.5.2. Product Portfolio 18.1.5.3. Profitability by Market Segments 18.1.5.4. Sales Footprint 18.1.5.5. Strategy Overview 18.1.5.5.1. Marketing Strategy 18.1.5.5.2. Product Strategy 18.1.5.5.3. Channel Strategy 18.1.6. Veoneer Inc 18.1.6.1. Overview 18.1.6.2. Product Portfolio 18.1.6.3. Profitability by Market Segments 18.1.6.4. Sales Footprint 18.1.6.5. Strategy Overview 18.1.6.5.1. Marketing Strategy 18.1.6.5.2. Product Strategy 18.1.6.5.3. Channel Strategy 18.1.7. Autoliv Inc 18.1.7.1. Overview 18.1.7.2. Product Portfolio 18.1.7.3. Profitability by Market Segments 18.1.7.4. Sales Footprint 18.1.7.5. Strategy Overview 18.1.7.5.1. Marketing Strategy 18.1.7.5.2. Product Strategy 18.1.7.5.3. Channel Strategy 18.1.8. Valeo SA 18.1.8.1. Overview 18.1.8.2. Product Portfolio 18.1.8.3. Profitability by Market Segments 18.1.8.4. Sales Footprint 18.1.8.5. Strategy Overview 18.1.8.5.1. Marketing Strategy 18.1.8.5.2. Product Strategy 18.1.8.5.3. Channel Strategy 18.1.9. Magna International 18.1.9.1. Overview 18.1.9.2. Product Portfolio 18.1.9.3. Profitability by Market Segments 18.1.9.4. Sales Footprint 18.1.9.5. Strategy Overview 18.1.9.5.1. Marketing Strategy 18.1.9.5.2. Product Strategy 18.1.9.5.3. Channel Strategy 18.1.10. Aisin Seiki Co., Ltd. 18.1.10.1. Overview 18.1.10.2. Product Portfolio 18.1.10.3. Profitability by Market Segments 18.1.10.4. Sales Footprint 18.1.10.5. Strategy Overview 18.1.10.5.1. Marketing Strategy 18.1.10.5.2. Product Strategy 18.1.10.5.3. Channel Strategy 18.1.11. NVIDIA Corporation 18.1.11.1. Overview 18.1.11.2. Product Portfolio 18.1.11.3. Profitability by Market Segments 18.1.11.4. Sales Footprint 18.1.11.5. Strategy Overview 18.1.11.5.1. Marketing Strategy 18.1.11.5.2. Product Strategy 18.1.11.5.3. Channel Strategy 19. Assumptions & Acronyms Used 20. Research Methodology
Automotive
November 2023
REP-GB-10914
315 pages
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