Key Insights
The global enterprise augmented reality (AR) market is experiencing explosive growth, projected to reach a substantial size driven by increasing adoption across diverse sectors. The market's Compound Annual Growth Rate (CAGR) of 48.60% from 2019 to 2024 indicates a rapidly expanding user base and technological advancements. Key drivers include the rising need for improved operational efficiency, enhanced worker training, and remote assistance capabilities across industries. The retail and e-commerce sector leads adoption, leveraging AR for immersive shopping experiences and virtual try-ons, while the education and industrial sectors demonstrate significant potential for growth with AR-powered training simulations and remote maintenance support. Furthermore, the automotive and aerospace industries utilize AR for design, manufacturing, and maintenance processes, contributing to the market's expansion. While data limitations prevent precise market sizing, extrapolating from the provided CAGR and considering industry reports, we can estimate the 2025 market value to be in the billions of dollars, with a continuing upward trajectory through 2033.
The market's segmentation reveals diverse applications across end-user industries. Retail and e-commerce continue to dominate, followed by education (e-learning) and industrial sectors. Professional services and other emerging applications, including energy, public safety, and agriculture, represent promising avenues for future growth. Leading companies such as PTC (Vuforia), Microsoft (HoloLens), and others are driving innovation and market penetration. Geographical distribution is likely to reflect established technology hubs, with North America and Europe holding significant market shares initially, followed by substantial growth in the Asia Pacific region, fueled by increasing technological adoption and economic development. However, challenges such as high initial investment costs, technological complexities, and data privacy concerns could potentially hinder market growth. Addressing these challenges through strategic partnerships, technological advancements, and regulatory frameworks will be crucial for sustained market expansion.

Global Enterprise Augmented Reality Market Report: 2019-2033
This comprehensive report provides a detailed analysis of the Global Enterprise Augmented Reality (AR) Market, offering invaluable insights for industry stakeholders, investors, and businesses seeking to navigate this rapidly evolving landscape. With a study period spanning 2019-2033, a base year of 2025, and a forecast period of 2025-2033, this report offers a complete understanding of historical performance, current market dynamics, and future growth projections. The market is valued at xx Million in 2025 and is projected to reach xx Million by 2033, exhibiting a CAGR of xx%.
Global Enterprise Augmented Reality Market Concentration & Dynamics
The Global Enterprise Augmented Reality market exhibits a moderately consolidated structure, with several key players holding significant market share. However, the landscape is characterized by continuous innovation and a dynamic competitive environment. The market concentration ratio (CR4) is estimated to be xx%, indicating a level of competition with room for both established players and new entrants. This competition is fueled by ongoing mergers and acquisitions (M&A) activity, with an estimated xx M&A deals recorded in the last five years. Key factors influencing market dynamics include:
- Innovation Ecosystems: The rapid pace of technological advancements, especially in areas like computer vision, AI, and 5G, is a major driver. Open-source platforms and developer communities further accelerate innovation.
- Regulatory Frameworks: Government regulations concerning data privacy, safety standards, and intellectual property rights have a significant impact on market growth and player strategies.
- Substitute Products: While AR currently enjoys a first-mover advantage, potential substitutes like Virtual Reality (VR) and other immersive technologies pose long-term competitive challenges.
- End-User Trends: The increasing adoption of AR across various sectors, driven by the need for improved efficiency, enhanced training, and optimized workflows, shapes market demand.
- M&A Activities: Strategic acquisitions are reshaping the market landscape, driving consolidation and accelerating the development of comprehensive AR solutions.
Global Enterprise Augmented Reality Market Industry Insights & Trends
The Global Enterprise Augmented Reality market is experiencing robust growth, fueled by several key factors. The market size is estimated at xx Million in 2025 and is projected to reach xx Million by 2033. This growth is driven by:
- Technological Disruptions: Advancements in areas like lighter and more comfortable AR headsets, improved processing power, and sophisticated AR software are transforming the user experience and expanding applications.
- Evolving Consumer Behaviors: The increasing comfort level with technology and the growing acceptance of AR in daily life are fueling wider adoption across both consumer and enterprise segments.
- Market Growth Drivers: These include rising demand for improved operational efficiency, the need for enhanced training and development programs, and the desire for improved customer engagement strategies. The industrial sector, in particular, is witnessing significant growth as AR assists in remote collaboration and maintenance.

Key Markets & Segments Leading Global Enterprise Augmented Reality Market
The Industrial sector currently dominates the Global Enterprise Augmented Reality market, followed closely by the Automotive and Aerospace sector. The retail and e-commerce sector is showing promising growth, with significant opportunities for personalized experiences and enhanced product visualization.
- Industrial: Drivers include improved maintenance practices, enhanced worker training, and optimized production processes. The high ROI potential is a significant factor for sustained growth.
- Automotive & Aerospace: This sector benefits significantly from AR's capabilities in design, manufacturing, and maintenance. AR-assisted training is increasingly crucial due to the complex nature of these industries.
- Retail & E-commerce: AR's ability to create immersive shopping experiences and improve product visualization fuels this sector's growth. The expanding adoption of e-commerce further boosts this trend.
- Other End-user Applications: The Energy, Public Safety, and Agriculture sectors are also witnessing increasing adoption of AR technologies, with solutions providing enhanced safety, improved efficiency, and data-driven decision making.
Global Enterprise Augmented Reality Market Product Developments
Recent product innovations focus on improving the user experience, including the development of lighter, more comfortable headsets, and more intuitive software interfaces. Improvements in processing power and battery life are also key areas of focus. The integration of AI and machine learning is leading to more sophisticated AR applications that deliver improved context awareness and adaptive functionality, providing a significant competitive advantage for companies.
Challenges in the Global Enterprise Augmented Reality Market Market
The Global Enterprise Augmented Reality market faces several challenges, including:
- High Initial Investment Costs: The cost of implementing AR solutions can be substantial, posing a barrier to entry for smaller businesses.
- Data Privacy Concerns: The handling of user data and ensuring compliance with privacy regulations are crucial aspects that need addressing.
- Technical Complexity: The development and deployment of AR solutions require specialized skills and expertise.
- Interoperability Issues: Lack of standardized interfaces and protocols can hinder seamless integration with existing systems.
Forces Driving Global Enterprise Augmented Reality Market Growth
Key growth drivers include:
- Technological Advancements: Continuous improvements in hardware and software are expanding the capabilities and applications of AR.
- Increased Investment: Significant funding and investments from both public and private sources are accelerating market growth.
- Growing Awareness: Increasing awareness among businesses of the benefits of AR is driving adoption.
Challenges in the Global Enterprise Augmented Reality Market Market
Long-term growth hinges on addressing the challenges mentioned above, particularly cost reduction, enhanced user experience, and ensuring data security and regulatory compliance. Further, strategic partnerships and expansions into new markets are critical for sustained growth.
Emerging Opportunities in Global Enterprise Augmented Reality Market
Emerging opportunities include:
- New Market Segments: Expansion into new areas like healthcare, education, and tourism will unlock significant growth potential.
- Innovative Applications: The development of novel AR applications in sectors like construction, logistics, and manufacturing will generate further demand.
- Integration with other Technologies: The convergence of AR with other technologies like IoT, AI, and 5G will create new possibilities.
Leading Players in the Global Enterprise Augmented Reality Market Sector
- Darf Design
- Nextech AR Solutions Corp
- Librestream
- Industrial Augmented Reality SL (iAR)
- Rokid Inc
- Dynabook Americas Inc
- Dalux
- Vuzix Corporation
- Epson America Inc (Seiko Epson Corporation)
- Plutomen Technologies Pvt Ltd
- Lenovo Corporation
- Atheer Inc
- ThirdEye
- Vuforia (PTC Inc )
Key Milestones in Global Enterprise Augmented Reality Market Industry
- November 2021: Qualcomm and Lenovo partnered to launch a new augmented reality platform combining Snapdragon Spaces and ThinkReality A3 smart glasses. This significantly boosted AR app development capabilities.
- May 2022: ThirdEye launched a decentralized AR 3D social network, marking a significant step towards enhancing consumer-facing AR applications and emphasizing user data control.
Strategic Outlook for Global Enterprise Augmented Reality Market Market
The future of the Global Enterprise Augmented Reality market looks bright, with continued technological advancements, expanding applications, and increasing market adoption. Strategic partnerships, focusing on innovation, and expansion into new markets will be key to success for companies in this dynamic sector. The potential for AR to transform various industries is immense, promising significant growth and innovation in the coming years.
Global Enterprise Augmented Reality Market Segmentation
-
1. End-user
- 1.1. Retail and E-commerce
- 1.2. Education (E-learning)
- 1.3. Industrial
- 1.4. Automotive and Aerospace
- 1.5. Professional Services
- 1.6. Other
Global Enterprise Augmented Reality Market Segmentation By Geography
- 1. North America
- 2. Europe
- 3. Asia Pacific
- 4. Rest of the World

Global Enterprise Augmented Reality Market REPORT HIGHLIGHTS
Aspects | Details |
---|---|
Study Period | 2019-2033 |
Base Year | 2024 |
Estimated Year | 2025 |
Forecast Period | 2025-2033 |
Historical Period | 2019-2024 |
Growth Rate | CAGR of 48.60% from 2019-2033 |
Segmentation |
|
Table of Contents
- 1. Introduction
- 1.1. Research Scope
- 1.2. Market Segmentation
- 1.3. Research Methodology
- 1.4. Definitions and Assumptions
- 2. Executive Summary
- 2.1. Introduction
- 3. Market Dynamics
- 3.1. Introduction
- 3.2. Market Drivers
- 3.2.1. Higher Effectiveness and Efficacy of AR Applications; High Demand for Mobile-based Augmented Reality
- 3.3. Market Restrains
- 3.3.1. Increased Demand for Outsourcing and Automation in Pharmaceutical Manufacturing
- 3.4. Market Trends
- 3.4.1. Demand for Mobile-base AR is Expected to Witness Significant Growth
- 4. Market Factor Analysis
- 4.1. Porters Five Forces
- 4.2. Supply/Value Chain
- 4.3. PESTEL analysis
- 4.4. Market Entropy
- 4.5. Patent/Trademark Analysis
- 5. Global Enterprise Augmented Reality Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by End-user
- 5.1.1. Retail and E-commerce
- 5.1.2. Education (E-learning)
- 5.1.3. Industrial
- 5.1.4. Automotive and Aerospace
- 5.1.5. Professional Services
- 5.1.6. Other
- 5.2. Market Analysis, Insights and Forecast - by Region
- 5.2.1. North America
- 5.2.2. Europe
- 5.2.3. Asia Pacific
- 5.2.4. Rest of the World
- 5.1. Market Analysis, Insights and Forecast - by End-user
- 6. North America Global Enterprise Augmented Reality Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by End-user
- 6.1.1. Retail and E-commerce
- 6.1.2. Education (E-learning)
- 6.1.3. Industrial
- 6.1.4. Automotive and Aerospace
- 6.1.5. Professional Services
- 6.1.6. Other
- 6.1. Market Analysis, Insights and Forecast - by End-user
- 7. Europe Global Enterprise Augmented Reality Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by End-user
- 7.1.1. Retail and E-commerce
- 7.1.2. Education (E-learning)
- 7.1.3. Industrial
- 7.1.4. Automotive and Aerospace
- 7.1.5. Professional Services
- 7.1.6. Other
- 7.1. Market Analysis, Insights and Forecast - by End-user
- 8. Asia Pacific Global Enterprise Augmented Reality Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by End-user
- 8.1.1. Retail and E-commerce
- 8.1.2. Education (E-learning)
- 8.1.3. Industrial
- 8.1.4. Automotive and Aerospace
- 8.1.5. Professional Services
- 8.1.6. Other
- 8.1. Market Analysis, Insights and Forecast - by End-user
- 9. Rest of the World Global Enterprise Augmented Reality Market Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by End-user
- 9.1.1. Retail and E-commerce
- 9.1.2. Education (E-learning)
- 9.1.3. Industrial
- 9.1.4. Automotive and Aerospace
- 9.1.5. Professional Services
- 9.1.6. Other
- 9.1. Market Analysis, Insights and Forecast - by End-user
- 10. North America Global Enterprise Augmented Reality Market Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 10.1.1.
- 11. Europe Global Enterprise Augmented Reality Market Analysis, Insights and Forecast, 2019-2031
- 11.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 11.1.1.
- 12. Asia Pacific Global Enterprise Augmented Reality Market Analysis, Insights and Forecast, 2019-2031
- 12.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 12.1.1.
- 13. Rest of the World Global Enterprise Augmented Reality Market Analysis, Insights and Forecast, 2019-2031
- 13.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 13.1.1.
- 14. Competitive Analysis
- 14.1. Market Share Analysis 2024
- 14.2. Company Profiles
- 14.2.1 Darf Design
- 14.2.1.1. Overview
- 14.2.1.2. Products
- 14.2.1.3. SWOT Analysis
- 14.2.1.4. Recent Developments
- 14.2.1.5. Financials (Based on Availability)
- 14.2.2 Nextech AR Solutions Corp
- 14.2.2.1. Overview
- 14.2.2.2. Products
- 14.2.2.3. SWOT Analysis
- 14.2.2.4. Recent Developments
- 14.2.2.5. Financials (Based on Availability)
- 14.2.3 Librestream
- 14.2.3.1. Overview
- 14.2.3.2. Products
- 14.2.3.3. SWOT Analysis
- 14.2.3.4. Recent Developments
- 14.2.3.5. Financials (Based on Availability)
- 14.2.4 Industrial Augmented Reality SL (iAR)
- 14.2.4.1. Overview
- 14.2.4.2. Products
- 14.2.4.3. SWOT Analysis
- 14.2.4.4. Recent Developments
- 14.2.4.5. Financials (Based on Availability)
- 14.2.5 Rokid Inc
- 14.2.5.1. Overview
- 14.2.5.2. Products
- 14.2.5.3. SWOT Analysis
- 14.2.5.4. Recent Developments
- 14.2.5.5. Financials (Based on Availability)
- 14.2.6 Dynabook Americas Inc
- 14.2.6.1. Overview
- 14.2.6.2. Products
- 14.2.6.3. SWOT Analysis
- 14.2.6.4. Recent Developments
- 14.2.6.5. Financials (Based on Availability)
- 14.2.7 Dalux
- 14.2.7.1. Overview
- 14.2.7.2. Products
- 14.2.7.3. SWOT Analysis
- 14.2.7.4. Recent Developments
- 14.2.7.5. Financials (Based on Availability)
- 14.2.8 Vuzix Corporation
- 14.2.8.1. Overview
- 14.2.8.2. Products
- 14.2.8.3. SWOT Analysis
- 14.2.8.4. Recent Developments
- 14.2.8.5. Financials (Based on Availability)
- 14.2.9 Epson America Inc (Seiko Epson Corporation)
- 14.2.9.1. Overview
- 14.2.9.2. Products
- 14.2.9.3. SWOT Analysis
- 14.2.9.4. Recent Developments
- 14.2.9.5. Financials (Based on Availability)
- 14.2.10 Plutomen Technologies Pvt Ltd
- 14.2.10.1. Overview
- 14.2.10.2. Products
- 14.2.10.3. SWOT Analysis
- 14.2.10.4. Recent Developments
- 14.2.10.5. Financials (Based on Availability)
- 14.2.11 Lenovo Corporation
- 14.2.11.1. Overview
- 14.2.11.2. Products
- 14.2.11.3. SWOT Analysis
- 14.2.11.4. Recent Developments
- 14.2.11.5. Financials (Based on Availability)
- 14.2.12 Atheer Inc
- 14.2.12.1. Overview
- 14.2.12.2. Products
- 14.2.12.3. SWOT Analysis
- 14.2.12.4. Recent Developments
- 14.2.12.5. Financials (Based on Availability)
- 14.2.13 ThirdEye
- 14.2.13.1. Overview
- 14.2.13.2. Products
- 14.2.13.3. SWOT Analysis
- 14.2.13.4. Recent Developments
- 14.2.13.5. Financials (Based on Availability)
- 14.2.14 Vuforia (PTC Inc )
- 14.2.14.1. Overview
- 14.2.14.2. Products
- 14.2.14.3. SWOT Analysis
- 14.2.14.4. Recent Developments
- 14.2.14.5. Financials (Based on Availability)
- 14.2.1 Darf Design
List of Figures
- Figure 1: Global Global Enterprise Augmented Reality Market Revenue Breakdown (Million, %) by Region 2024 & 2032
- Figure 2: North America Global Enterprise Augmented Reality Market Revenue (Million), by Country 2024 & 2032
- Figure 3: North America Global Enterprise Augmented Reality Market Revenue Share (%), by Country 2024 & 2032
- Figure 4: Europe Global Enterprise Augmented Reality Market Revenue (Million), by Country 2024 & 2032
- Figure 5: Europe Global Enterprise Augmented Reality Market Revenue Share (%), by Country 2024 & 2032
- Figure 6: Asia Pacific Global Enterprise Augmented Reality Market Revenue (Million), by Country 2024 & 2032
- Figure 7: Asia Pacific Global Enterprise Augmented Reality Market Revenue Share (%), by Country 2024 & 2032
- Figure 8: Rest of the World Global Enterprise Augmented Reality Market Revenue (Million), by Country 2024 & 2032
- Figure 9: Rest of the World Global Enterprise Augmented Reality Market Revenue Share (%), by Country 2024 & 2032
- Figure 10: North America Global Enterprise Augmented Reality Market Revenue (Million), by End-user 2024 & 2032
- Figure 11: North America Global Enterprise Augmented Reality Market Revenue Share (%), by End-user 2024 & 2032
- Figure 12: North America Global Enterprise Augmented Reality Market Revenue (Million), by Country 2024 & 2032
- Figure 13: North America Global Enterprise Augmented Reality Market Revenue Share (%), by Country 2024 & 2032
- Figure 14: Europe Global Enterprise Augmented Reality Market Revenue (Million), by End-user 2024 & 2032
- Figure 15: Europe Global Enterprise Augmented Reality Market Revenue Share (%), by End-user 2024 & 2032
- Figure 16: Europe Global Enterprise Augmented Reality Market Revenue (Million), by Country 2024 & 2032
- Figure 17: Europe Global Enterprise Augmented Reality Market Revenue Share (%), by Country 2024 & 2032
- Figure 18: Asia Pacific Global Enterprise Augmented Reality Market Revenue (Million), by End-user 2024 & 2032
- Figure 19: Asia Pacific Global Enterprise Augmented Reality Market Revenue Share (%), by End-user 2024 & 2032
- Figure 20: Asia Pacific Global Enterprise Augmented Reality Market Revenue (Million), by Country 2024 & 2032
- Figure 21: Asia Pacific Global Enterprise Augmented Reality Market Revenue Share (%), by Country 2024 & 2032
- Figure 22: Rest of the World Global Enterprise Augmented Reality Market Revenue (Million), by End-user 2024 & 2032
- Figure 23: Rest of the World Global Enterprise Augmented Reality Market Revenue Share (%), by End-user 2024 & 2032
- Figure 24: Rest of the World Global Enterprise Augmented Reality Market Revenue (Million), by Country 2024 & 2032
- Figure 25: Rest of the World Global Enterprise Augmented Reality Market Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global Enterprise Augmented Reality Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Global Enterprise Augmented Reality Market Revenue Million Forecast, by End-user 2019 & 2032
- Table 3: Global Enterprise Augmented Reality Market Revenue Million Forecast, by Region 2019 & 2032
- Table 4: Global Enterprise Augmented Reality Market Revenue Million Forecast, by Country 2019 & 2032
- Table 5: Global Enterprise Augmented Reality Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 6: Global Enterprise Augmented Reality Market Revenue Million Forecast, by Country 2019 & 2032
- Table 7: Global Enterprise Augmented Reality Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: Global Enterprise Augmented Reality Market Revenue Million Forecast, by Country 2019 & 2032
- Table 9: Global Enterprise Augmented Reality Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: Global Enterprise Augmented Reality Market Revenue Million Forecast, by Country 2019 & 2032
- Table 11: Global Enterprise Augmented Reality Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: Global Enterprise Augmented Reality Market Revenue Million Forecast, by End-user 2019 & 2032
- Table 13: Global Enterprise Augmented Reality Market Revenue Million Forecast, by Country 2019 & 2032
- Table 14: Global Enterprise Augmented Reality Market Revenue Million Forecast, by End-user 2019 & 2032
- Table 15: Global Enterprise Augmented Reality Market Revenue Million Forecast, by Country 2019 & 2032
- Table 16: Global Enterprise Augmented Reality Market Revenue Million Forecast, by End-user 2019 & 2032
- Table 17: Global Enterprise Augmented Reality Market Revenue Million Forecast, by Country 2019 & 2032
- Table 18: Global Enterprise Augmented Reality Market Revenue Million Forecast, by End-user 2019 & 2032
- Table 19: Global Enterprise Augmented Reality Market Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Global Enterprise Augmented Reality Market?
The projected CAGR is approximately 48.60%.
2. Which companies are prominent players in the Global Enterprise Augmented Reality Market?
Key companies in the market include Darf Design, Nextech AR Solutions Corp, Librestream, Industrial Augmented Reality SL (iAR), Rokid Inc, Dynabook Americas Inc, Dalux, Vuzix Corporation, Epson America Inc (Seiko Epson Corporation), Plutomen Technologies Pvt Ltd, Lenovo Corporation, Atheer Inc, ThirdEye, Vuforia (PTC Inc ).
3. What are the main segments of the Global Enterprise Augmented Reality Market?
The market segments include End-user.
4. Can you provide details about the market size?
The market size is estimated to be USD XX Million as of 2022.
5. What are some drivers contributing to market growth?
Higher Effectiveness and Efficacy of AR Applications; High Demand for Mobile-based Augmented Reality.
6. What are the notable trends driving market growth?
Demand for Mobile-base AR is Expected to Witness Significant Growth.
7. Are there any restraints impacting market growth?
Increased Demand for Outsourcing and Automation in Pharmaceutical Manufacturing.
8. Can you provide examples of recent developments in the market?
May 2022 - ThirdEye, an Augmented Reality & Artificial Intelligence (AR/AI) solution, has launched a decentralized Augmented Reality (AR) 3D social network for consumers, where they have control over their data and will be able to place virtual AR objects in the real world
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 4750, USD 5250, and USD 8750 respectively.
10. Is the market size provided in terms of value or volume?
The market size is provided in terms of value, measured in Million.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "Global Enterprise Augmented Reality Market," which aids in identifying and referencing the specific market segment covered.
12. How do I determine which pricing option suits my needs best?
The pricing options vary based on user requirements and access needs. Individual users may opt for single-user licenses, while businesses requiring broader access may choose multi-user or enterprise licenses for cost-effective access to the report.
13. Are there any additional resources or data provided in the Global Enterprise Augmented Reality Market report?
While the report offers comprehensive insights, it's advisable to review the specific contents or supplementary materials provided to ascertain if additional resources or data are available.
14. How can I stay updated on further developments or reports in the Global Enterprise Augmented Reality Market?
To stay informed about further developments, trends, and reports in the Global Enterprise Augmented Reality Market, consider subscribing to industry newsletters, following relevant companies and organizations, or regularly checking reputable industry news sources and publications.
Methodology
Step 1 - Identification of Relevant Samples Size from Population Database



Step 2 - Approaches for Defining Global Market Size (Value, Volume* & Price*)

Note*: In applicable scenarios
Step 3 - Data Sources
Primary Research
- Web Analytics
- Survey Reports
- Research Institute
- Latest Research Reports
- Opinion Leaders
Secondary Research
- Annual Reports
- White Paper
- Latest Press Release
- Industry Association
- Paid Database
- Investor Presentations

Step 4 - Data Triangulation
Involves using different sources of information in order to increase the validity of a study
These sources are likely to be stakeholders in a program - participants, other researchers, program staff, other community members, and so on.
Then we put all data in single framework & apply various statistical tools to find out the dynamic on the market.
During the analysis stage, feedback from the stakeholder groups would be compared to determine areas of agreement as well as areas of divergence