Automotive Electric Motor Market
Automotive Electric Motor Market Forecasts to 2034 - Global Analysis By Motor Type (AC Motors, DC Motors, Switched Reluctance Motors, Axial Flux Motors, and Hub Motors), Vehicle Type, Propulsion Type, Power Output, Voltage, Cooling Type, Application, Material Type, Sales Channel, and By Geography
According to Stratistics MRC, the Global Automotive Electric Motor Market is accounted for $58.6 billion in 2026 and is expected to reach $185.8 billion by 2034 growing at a CAGR of 15.5% during the forecast period. Automotive electric motors are electromechanical devices that convert electrical energy into mechanical motion to power various vehicle functions, including propulsion, steering, braking, and HVAC systems. With the accelerating transition from internal combustion engines to electrified powertrains, these motors have become critical components across passenger cars, commercial vehicles, two-wheelers, and off-highway equipment. The market is characterized by rapid technological advancements, increasing demand for higher efficiency and power density, and the growing adoption of electric vehicles worldwide.
Market Dynamics:
Driver:
Stringent government emission regulations and EV mandates
Governments across major economies are implementing aggressive carbon reduction targets and setting deadlines for phasing out internal combustion engines. These regulations compel automakers to accelerate electric vehicle production, directly driving demand for high-performance automotive electric motors. Emission standards in the European Union, China's New Energy Vehicle policy, and California's zero-emission vehicle mandate create regulatory pressure that cannot be ignored. Automakers are responding by converting existing platforms to electric and developing dedicated EV architectures, each requiring multiple motors for propulsion, auxiliary systems, and thermal management, creating sustained and growing demand across all motor types.
Restraint:
Supply chain constraints for rare earth materials
Permanent magnet motors, particularly those using neodymium and dysprosium, face significant raw material vulnerabilities as these elements are concentrated in limited geographic regions. Supply chain disruptions, trade tensions, and price volatility create production uncertainties for automakers and motor manufacturers. The mining and processing of rare earth metals also carries environmental and ethical concerns that conflict with sustainability messaging. Manufacturers are actively developing rare-earth-free alternatives such as synchronous reluctance motors and wound-rotor designs, but these often compromise on power density or efficiency, creating engineering trade-offs that restrain optimal motor adoption across vehicle segments.
Opportunity:
Advancements in axial flux and hub motor technologies
Emerging motor architectures are unlocking new vehicle design possibilities and performance benchmarks that were previously unattainable. Axial flux motors offer superior power-to-weight ratios compared to traditional radial flux designs, enabling lighter, more compact drivetrains with extended range. Hub motors integrated directly into wheels eliminate drivetrain losses, simplify vehicle architecture, and enable torque vectoring at each corner. These innovations are particularly promising for electric two-wheelers, three-wheelers, and urban delivery vehicles. As manufacturing processes mature and costs decline, these next-generation motors are positioned to capture significant market share, particularly in applications where weight reduction and packaging efficiency deliver measurable value.
Threat:
Intense competition from vertically integrated automakers
Large automotive manufacturers are increasingly bringing electric motor design and production in-house, threatening the business models of independent motor suppliers. Tesla's proprietary motor technology, BYD's vertically integrated manufacturing, and traditional automakers establishing dedicated e-drive divisions reduce reliance on external suppliers. This vertical integration allows automakers to optimize motor performance for specific vehicle platforms while protecting intellectual property. Independent motor manufacturers face margin pressure and potential market share erosion as they compete with captive production lines that benefit from guaranteed demand and seamless vehicle integration, forcing suppliers to pursue differentiation through innovation or specialization.
Covid-19 Impact:
The COVID-19 pandemic initially devastated automotive production volumes while simultaneously reshaping long-term electrification strategies. Factory shutdowns and supply chain disruptions caused sharp declines in motor shipments during 2020, particularly for commercial vehicles. However, government stimulus packages in major economies increasingly tied to green technology accelerated electric vehicle adoption beyond pre-pandemic forecasts. The disruption exposed automotive supply chain vulnerabilities, prompting many manufacturers to diversify motor sourcing and invest in localized production. Consumer preference shifts toward personal mobility over public transport benefited two-wheeler and passenger car segments, while the semiconductor shortage highlighted the strategic importance of motor control electronics, accelerating investment in localized component production.
The Permanent Magnet Synchronous Motors (PMSM) segment is expected to be the largest during the forecast period
The Permanent Magnet Synchronous Motors (PMSM) segment is expected to account for the largest market share during the forecast period, driven by their superior efficiency, high power density, and excellent torque characteristics essential for electric vehicle propulsion. These motors utilize rare earth magnets to generate strong magnetic fields without requiring electrical excitation, resulting in minimal energy losses and compact packaging. Their smooth, quiet operation makes them particularly suitable for passenger cars where refinement is valued. Major EV manufacturers including Tesla, BMW, and BYD have extensively adopted PMSM designs across their model ranges. Despite concerns over rare earth supply chains, the performance advantages continue to outweigh material risks, cementing PMSM dominance.
The Two-Wheelers segment is expected to have the highest CAGR during the forecast period
Over the forecast period, the Two-Wheelers segment is predicted to witness the highest growth rate, fueled by rapid electrification in densely populated Asian markets and the increasing appeal of affordable urban mobility solutions. Electric scooters and motorcycles offer compelling economics with lower operating costs compared to gasoline alternatives, making them attractive for last-mile delivery services and daily commuters. Countries including India, China, Indonesia, and Vietnam are witnessing aggressive government incentives and battery swapping infrastructure development. Major two-wheeler manufacturers such as Ola Electric, Hero MotoCorp, and NIU are scaling production of electric models, each requiring compact, efficient hub motors or mid-drive units, driving exceptional motor volume growth.
Region with largest share:
During the forecast period, the Asia Pacific region is expected to hold the largest market share, supported by the presence of the world's largest automotive manufacturing hubs and aggressive EV adoption policies. China dominates global electric vehicle production and consumption, with domestic motor manufacturers supplying both local automakers and international brands. India's two-wheeler and three-wheeler electrification creates immense motor demand volume. Japan and South Korea contribute through premium motor technology from established suppliers. The region's established supply chains for rare earth processing, motor lamination stamping, and copper winding provide cost advantages. Government investments in charging infrastructure and battery manufacturing further reinforce Asia Pacific's leadership position throughout the forecast period.
Region with highest CAGR:
Over the forecast period, the Asia Pacific region is also anticipated to exhibit the highest CAGR, driven by the rapid pace of vehicle electrification across emerging economies and sustained growth in established markets. China's aggressive EV penetration targets, India's FAME subsidy schemes, and Southeast Asian nations' two-wheeler conversion programs create unprecedented motor demand growth. The region benefits from continuous manufacturing cost reductions, localization of rare earth processing, and expanding charging infrastructure that removes adoption barriers. Additionally, the presence of global motor manufacturers establishing production facilities to serve local demand, combined with rising domestic players offering competitive solutions, ensures that Asia Pacific not only remains the largest but also the fastest-growing market for automotive electric motors.
Key players in the market
Some of the key players in Automotive Electric Motor Market include Robert Bosch GmbH, Nidec Corporation, Mitsubishi Electric Corporation, ZF Friedrichshafen AG, BorgWarner Inc., Continental AG, Denso Corporation, Hitachi Astemo Ltd., Valeo SA, Marelli Holdings Co., Ltd., Johnson Electric Holdings Limited, Aptiv PLC, Siemens AG, ABB Ltd., Toshiba Corporation, WEG S.A., Magna International Inc., and Schaeffler AG.
Key Developments:
In May 2026, ZF announced the launch of its next-generation range extender technology, with volume production slated for 2026. The systems, labeled eRE and eRE+, integrate an electric motor, inverter, and software to provide a cost-effective alternative to large batteries for EVs.
In March 2026, Bosch and Tata AutoComp Systems Limited announced a joint venture focused on localized production of e-mobility components in India, with operations scheduled to commence in mid-2026.
In September 2025, ABB India launched the IE5 ultra-premium motors, a line of synchronous reluctance motors (SynRM) that operate without the use of rare-earth magnets. This development targets industrial and automotive applications looking to decouple from volatile magnet material supply chains.
Motor Types Covered:
• AC Motors
• DC Motors
• Switched Reluctance Motors
• Axial Flux Motors
• Hub Motors
Vehicle Types Covered:
• Passenger Cars
• Commercial Vehicles
• Electric Buses
• Two-Wheelers
• Three-Wheelers
• Off-Highway Vehicles
Propulsion Types Covered:
• Battery Electric Vehicles (BEVs)
• Hybrid Electric Vehicles (HEVs)
• Plug-in Hybrid Electric Vehicles (PHEVs)
• Fuel Cell Electric Vehicles (FCEVs)
Power Outputs Covered:
• Below 20 kW
• 20–100 kW
• 101–250 kW
• Above 250 kW
Voltages Covered:
• Below 48V
• 48V–200V
• 201V–600V
• Above 600V
Cooling Types Covered:
• Air-Cooled Motors
• Liquid-Cooled Motors
• Oil-Cooled Motors
Applications Covered:
• Traction Motors
• Electric Power Steering Motors
• HVAC Blower Motors
• Cooling Fan Motors
• Power Window Motors
• Seat Adjustment Motors
• Windshield Wiper Motors
• Brake System Motors
• Other Auxiliary Motors
Material Types Covered:
• Permanent Magnet Motors
• Rare-Earth-Free Motors
• Ferrite Magnet Motors
Sales Channels Covered:
• OEM
• Aftermarket
Regions Covered:
• North America
o United States
o Canada
o Mexico
• Europe
o United Kingdom
o Germany
o France
o Italy
o Spain
o Netherlands
o Belgium
o Sweden
o Switzerland
o Poland
o Rest of Europe
• Asia Pacific
o China
o Japan
o India
o South Korea
o Australia
o Indonesia
o Thailand
o Malaysia
o Singapore
o Vietnam
o Rest of Asia Pacific
• South America
o Brazil
o Argentina
o Colombia
o Chile
o Peru
o Rest of South America
• Rest of the World (RoW)
o Middle East
§ Saudi Arabia
§ United Arab Emirates
§ Qatar
§ Israel
§ Rest of Middle East
o Africa
§ South Africa
§ Egypt
§ Morocco
§ Rest of Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2023, 2024, 2025, 2026, 2027, 2028, 2030, 2032 and 2034
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
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Table of Contents
1 Executive Summary
1.1 Market Snapshot and Key Highlights
1.2 Growth Drivers, Challenges, and Opportunities
1.3 Competitive Landscape Overview
1.4 Strategic Insights and Recommendations
2 Research Framework
2.1 Study Objectives and Scope
2.2 Stakeholder Analysis
2.3 Research Assumptions and Limitations
2.4 Research Methodology
2.4.1 Data Collection (Primary and Secondary)
2.4.2 Data Modeling and Estimation Techniques
2.4.3 Data Validation and Triangulation
2.4.4 Analytical and Forecasting Approach
3 Market Dynamics and Trend Analysis
3.1 Market Definition and Structure
3.2 Key Market Drivers
3.3 Market Restraints and Challenges
3.4 Growth Opportunities and Investment Hotspots
3.5 Industry Threats and Risk Assessment
3.6 Technology and Innovation Landscape
3.7 Emerging and High-Growth Markets
3.8 Regulatory and Policy Environment
3.9 Impact of COVID-19 and Recovery Outlook
4 Competitive and Strategic Assessment
4.1 Porter's Five Forces Analysis
4.1.1 Supplier Bargaining Power
4.1.2 Buyer Bargaining Power
4.1.3 Threat of Substitutes
4.1.4 Threat of New Entrants
4.1.5 Competitive Rivalry
4.2 Market Share Analysis of Key Players
4.3 Product Benchmarking and Performance Comparison
5 Global Automotive Electric Motor Market, By Motor Type
5.1 AC Motors
5.1.1 Induction Motors
5.1.2 Permanent Magnet Synchronous Motors (PMSM)
5.1.3 Synchronous Reluctance Motors
5.2 DC Motors
5.2.1 Brushed DC Motors
5.2.2 Brushless DC Motors (BLDC)
5.3 Switched Reluctance Motors
5.4 Axial Flux Motors
5.5 Hub Motors
6 Global Automotive Electric Motor Market, By Vehicle Type
6.1 Passenger Cars
6.1.1 Hatchbacks
6.1.2 Sedans
6.1.3 SUVs
6.1.4 Luxury Vehicles
6.2 Commercial Vehicles
6.2.1 Light Commercial Vehicles
6.2.2 Medium Commercial Vehicles
6.2.3 Heavy Commercial Vehicles
6.3 Electric Buses
6.4 Two-Wheelers
6.5 Three-Wheelers
6.6 Off-Highway Vehicles
7 Global Automotive Electric Motor Market, By Propulsion Type
7.1 Battery Electric Vehicles (BEVs)
7.2 Hybrid Electric Vehicles (HEVs)
7.3 Plug-in Hybrid Electric Vehicles (PHEVs)
7.4 Fuel Cell Electric Vehicles (FCEVs)
8 Global Automotive Electric Motor Market, By Power Output
8.1 Below 20 kW
8.2 20–100 kW
8.3 101–250 kW
8.4 Above 250 kW
9 Global Automotive Electric Motor Market, By Voltage
9.1 Below 48V
9.2 48V–200V
9.3 201V–600V
9.4 Above 600V
10 Global Automotive Electric Motor Market, By Cooling Type
10.1 Air-Cooled Motors
10.2 Liquid-Cooled Motors
10.3 Oil-Cooled Motors
11 Global Automotive Electric Motor Market, By Application
11.1 Traction Motors
11.2 Electric Power Steering Motors
11.3 HVAC Blower Motors
11.4 Cooling Fan Motors
11.5 Power Window Motors
11.6 Seat Adjustment Motors
11.7 Windshield Wiper Motors
11.8 Brake System Motors
11.9 Other Auxiliary Motors
12 Global Automotive Electric Motor Market, By Material Type
12.1 Permanent Magnet Motors
12.2 Rare-Earth-Free Motors
12.3 Ferrite Magnet Motors
13 Global Automotive Electric Motor Market, By Sales Channel
13.1 OEM
13.2 Aftermarket
14 Global Automotive Electric Motor Market, By Geography
14.1 North America
14.1.1 United States
14.1.2 Canada
14.1.3 Mexico
14.2 Europe
14.2.1 United Kingdom
14.2.2 Germany
14.2.3 France
14.2.4 Italy
14.2.5 Spain
14.2.6 Netherlands
14.2.7 Belgium
14.2.8 Sweden
14.2.9 Switzerland
14.2.10 Poland
14.2.11 Rest of Europe
14.3 Asia Pacific
14.3.1 China
14.3.2 Japan
14.3.3 India
14.3.4 South Korea
14.3.5 Australia
14.3.6 Indonesia
14.3.7 Thailand
14.3.8 Malaysia
14.3.9 Singapore
14.3.10 Vietnam
14.3.11 Rest of Asia Pacific
14.4 South America
14.4.1 Brazil
14.4.2 Argentina
14.4.3 Colombia
14.4.4 Chile
14.4.5 Peru
14.4.6 Rest of South America
14.5 Rest of the World (RoW)
14.5.1 Middle East
14.5.1.1 Saudi Arabia
14.5.1.2 United Arab Emirates
14.5.1.3 Qatar
14.5.1.4 Israel
14.5.1.5 Rest of Middle East
14.5.2 Africa
14.5.2.1 South Africa
14.5.2.2 Egypt
14.5.2.3 Morocco
14.5.2.4 Rest of Africa
15 Strategic Market Intelligence
15.1 Industry Value Network and Supply Chain Assessment
15.2 White-Space and Opportunity Mapping
15.3 Product Evolution and Market Life Cycle Analysis
15.4 Channel, Distributor, and Go-to-Market Assessment
16 Industry Developments and Strategic Initiatives
16.1 Mergers and Acquisitions
16.2 Partnerships, Alliances, and Joint Ventures
16.3 New Product Launches and Certifications
16.4 Capacity Expansion and Investments
16.5 Other Strategic Initiatives
17 Company Profiles
17.1 Robert Bosch GmbH
17.2 Nidec Corporation
17.3 Mitsubishi Electric Corporation
17.4 ZF Friedrichshafen AG
17.5 BorgWarner Inc.
17.6 Continental AG
17.7 Denso Corporation
17.8 Hitachi Astemo Ltd.
17.9 Valeo SA
17.10 Marelli Holdings Co., Ltd.
17.11 Johnson Electric Holdings Limited
17.12 Aptiv PLC
17.13 Siemens AG
17.14 ABB Ltd.
17.15 Toshiba Corporation
17.16 WEG S.A.
17.17 Magna International Inc.
17.18 Schaeffler AG
List of Tables
1 Global Automotive Electric Motor Market Outlook, By Region (2023–2034) ($MN)
2 Global Automotive Electric Motor Market Outlook, By Motor Type (2023–2034) ($MN)
3 Global Automotive Electric Motor Market Outlook, By AC Motors (2023–2034) ($MN)
4 Global Automotive Electric Motor Market Outlook, By Induction Motors (2023–2034) ($MN)
5 Global Automotive Electric Motor Market Outlook, By Permanent Magnet Synchronous Motors (PMSM) (2023–2034) ($MN)
6 Global Automotive Electric Motor Market Outlook, By Synchronous Reluctance Motors (2023–2034) ($MN)
7 Global Automotive Electric Motor Market Outlook, By DC Motors (2023–2034) ($MN)
8 Global Automotive Electric Motor Market Outlook, By Brushed DC Motors (2023–2034) ($MN)
9 Global Automotive Electric Motor Market Outlook, By Brushless DC Motors (BLDC) (2023–2034) ($MN)
10 Global Automotive Electric Motor Market Outlook, By Switched Reluctance Motors (2023–2034) ($MN)
11 Global Automotive Electric Motor Market Outlook, By Axial Flux Motors (2023–2034) ($MN)
12 Global Automotive Electric Motor Market Outlook, By Hub Motors (2023–2034) ($MN)
13 Global Automotive Electric Motor Market Outlook, By Vehicle Type (2023–2034) ($MN)
14 Global Automotive Electric Motor Market Outlook, By Passenger Cars (2023–2034) ($MN)
15 Global Automotive Electric Motor Market Outlook, By Hatchbacks (2023–2034) ($MN)
16 Global Automotive Electric Motor Market Outlook, By Sedans (2023–2034) ($MN)
17 Global Automotive Electric Motor Market Outlook, By SUVs (2023–2034) ($MN)
18 Global Automotive Electric Motor Market Outlook, By Luxury Vehicles (2023–2034) ($MN)
19 Global Automotive Electric Motor Market Outlook, By Commercial Vehicles (2023–2034) ($MN)
20 Global Automotive Electric Motor Market Outlook, By Light Commercial Vehicles (2023–2034) ($MN)
21 Global Automotive Electric Motor Market Outlook, By Medium Commercial Vehicles (2023–2034) ($MN)
22 Global Automotive Electric Motor Market Outlook, By Heavy Commercial Vehicles (2023–2034) ($MN)
23 Global Automotive Electric Motor Market Outlook, By Electric Buses (2023–2034) ($MN)
24 Global Automotive Electric Motor Market Outlook, By Two-Wheelers (2023–2034) ($MN)
25 Global Automotive Electric Motor Market Outlook, By Three-Wheelers (2023–2034) ($MN)
26 Global Automotive Electric Motor Market Outlook, By Off-Highway Vehicles (2023–2034) ($MN)
27 Global Automotive Electric Motor Market Outlook, By Propulsion Type (2023–2034) ($MN)
28 Global Automotive Electric Motor Market Outlook, By Battery Electric Vehicles (BEVs) (2023–2034) ($MN)
29 Global Automotive Electric Motor Market Outlook, By Hybrid Electric Vehicles (HEVs) (2023–2034) ($MN)
30 Global Automotive Electric Motor Market Outlook, By Plug-in Hybrid Electric Vehicles (PHEVs) (2023–2034) ($MN)
31 Global Automotive Electric Motor Market Outlook, By Fuel Cell Electric Vehicles (FCEVs) (2023–2034) ($MN)
32 Global Automotive Electric Motor Market Outlook, By Power Output (2023–2034) ($MN)
33 Global Automotive Electric Motor Market Outlook, By Below 20 kW (2023–2034) ($MN)
34 Global Automotive Electric Motor Market Outlook, By 20–100 kW (2023–2034) ($MN)
35 Global Automotive Electric Motor Market Outlook, By 101–250 kW (2023–2034) ($MN)
36 Global Automotive Electric Motor Market Outlook, By Above 250 kW (2023–2034) ($MN)
37 Global Automotive Electric Motor Market Outlook, By Voltage (2023–2034) ($MN)
38 Global Automotive Electric Motor Market Outlook, By Below 48V (2023–2034) ($MN)
39 Global Automotive Electric Motor Market Outlook, By 48V–200V (2023–2034) ($MN)
40 Global Automotive Electric Motor Market Outlook, By 201V–600V (2023–2034) ($MN)
41 Global Automotive Electric Motor Market Outlook, By Above 600V (2023–2034) ($MN)
42 Global Automotive Electric Motor Market Outlook, By Cooling Type (2023–2034) ($MN)
43 Global Automotive Electric Motor Market Outlook, By Air-Cooled Motors (2023–2034) ($MN)
44 Global Automotive Electric Motor Market Outlook, By Liquid-Cooled Motors (2023–2034) ($MN)
45 Global Automotive Electric Motor Market Outlook, By Oil-Cooled Motors (2023–2034) ($MN)
46 Global Automotive Electric Motor Market Outlook, By Application (2023–2034) ($MN)
47 Global Automotive Electric Motor Market Outlook, By Traction Motors (2023–2034) ($MN)
48 Global Automotive Electric Motor Market Outlook, By Electric Power Steering Motors (2023–2034) ($MN)
49 Global Automotive Electric Motor Market Outlook, By HVAC Blower Motors (2023–2034) ($MN)
50 Global Automotive Electric Motor Market Outlook, By Cooling Fan Motors (2023–2034) ($MN)
51 Global Automotive Electric Motor Market Outlook, By Power Window Motors (2023–2034) ($MN)
52 Global Automotive Electric Motor Market Outlook, By Seat Adjustment Motors (2023–2034) ($MN)
53 Global Automotive Electric Motor Market Outlook, By Windshield Wiper Motors (2023–2034) ($MN)
54 Global Automotive Electric Motor Market Outlook, By Brake System Motors (2023–2034) ($MN)
55 Global Automotive Electric Motor Market Outlook, By Other Auxiliary Motors (2023–2034) ($MN)
56 Global Automotive Electric Motor Market Outlook, By Material Type (2023–2034) ($MN)
57 Global Automotive Electric Motor Market Outlook, By Permanent Magnet Motors (2023–2034) ($MN)
58 Global Automotive Electric Motor Market Outlook, By Rare-Earth-Free Motors (2023–2034) ($MN)
59 Global Automotive Electric Motor Market Outlook, By Ferrite Magnet Motors (2023–2034) ($MN)
60 Global Automotive Electric Motor Market Outlook, By Sales Channel (2023–2034) ($MN)
61 Global Automotive Electric Motor Market Outlook, By OEM (2023–2034) ($MN)
62 Global Automotive Electric Motor Market Outlook, By Aftermarket (2023–2034) ($MN)
Note: Tables for North America, Europe, APAC, South America, and Rest of the World (RoW) Regions are also represented in the same manner as above.
List of Figures
RESEARCH METHODOLOGY

We at ‘Stratistics’ opt for an extensive research approach which involves data mining, data validation, and data analysis. The various research sources include in-house repository, secondary research, competitor’s sources, social media research, client internal data, and primary research.
Our team of analysts prefers the most reliable and authenticated data sources in order to perform the comprehensive literature search. With access to most of the authenticated data bases our team highly considers the best mix of information through various sources to obtain extensive and accurate analysis.
Each report takes an average time of a month and a team of 4 industry analysts. The time may vary depending on the scope and data availability of the desired market report. The various parameters used in the market assessment are standardized in order to enhance the data accuracy.
Data Mining
The data is collected from several authenticated, reliable, paid and unpaid sources and is filtered depending on the scope & objective of the research. Our reports repository acts as an added advantage in this procedure. Data gathering from the raw material suppliers, distributors and the manufacturers is performed on a regular basis, this helps in the comprehensive understanding of the products value chain. Apart from the above mentioned sources the data is also collected from the industry consultants to ensure the objective of the study is in the right direction.
Market trends such as technological advancements, regulatory affairs, market dynamics (Drivers, Restraints, Opportunities and Challenges) are obtained from scientific journals, market related national & international associations and organizations.
Data Analysis
From the data that is collected depending on the scope & objective of the research the data is subjected for the analysis. The critical steps that we follow for the data analysis include:
- Product Lifecycle Analysis
- Competitor analysis
- Risk analysis
- Porters Analysis
- PESTEL Analysis
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The data engineering is performed by the core industry experts considering both the Marketing Mix Modeling and the Demand Forecasting. The marketing mix modeling makes use of multiple-regression techniques to predict the optimal mix of marketing variables. Regression factor is based on a number of variables and how they relate to an outcome such as sales or profits.
Data Validation
The data validation is performed by the exhaustive primary research from the expert interviews. This includes telephonic interviews, focus groups, face to face interviews, and questionnaires to validate our research from all aspects. The industry experts we approach come from the leading firms, involved in the supply chain ranging from the suppliers, distributors to the manufacturers and consumers so as to ensure an unbiased analysis.
We are in touch with more than 15,000 industry experts with the right mix of consultants, CEO's, presidents, vice presidents, managers, experts from both supply side and demand side, executives and so on.
The data validation involves the primary research from the industry experts belonging to:
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