Key Insights
The Graphics Add-in Board (GAB) market is experiencing robust growth, projected to reach a substantial size driven by the increasing demand for high-performance computing across diverse sectors. The market's Compound Annual Growth Rate (CAGR) of 18% from 2019 to 2024 indicates significant expansion, a trend expected to continue through 2033. Key drivers include the proliferation of gaming, advancements in design and visualization software necessitating powerful GPUs, and the burgeoning data center market's need for high-processing power. The gaming segment is a major contributor, fueled by the popularity of esports and the release of graphically demanding games. High-performance computing (HPC) applications, especially in scientific research and simulations, also significantly drive demand. While the market faces restraints like component shortages and supply chain disruptions, technological advancements, including the development of more energy-efficient and powerful GPUs, are mitigating these challenges. The market is segmented by application (gaming, design & visualization, HPC, data centers, others) and end-users (desktops/tablets, notebooks, workstations, others). Major players like Nvidia, AMD, and Intel, along with manufacturers such as Asus, Gigabyte, and MSI, are continuously innovating to cater to this expanding market. North America and Asia Pacific are currently leading regions, though Europe and the Rest of the World demonstrate substantial growth potential.
The forecast period (2025-2033) promises continued expansion, with substantial growth in the data center segment expected due to increased cloud computing adoption and AI advancements. The adoption of advanced graphics technologies in virtual reality (VR) and augmented reality (AR) applications will further stimulate demand. Competition among major players is intense, with a focus on delivering superior performance, energy efficiency, and advanced features. The market's success hinges on the continuous development and integration of next-generation GPU technologies to satisfy the evolving demands of various applications. The market's segmentation by application and end-users provides opportunities for specialized players to focus on niche segments, while the larger companies maintain their dominance through economies of scale and diversification.

Graphics Add-in Board Market: A Comprehensive Report (2019-2033)
This in-depth report provides a comprehensive analysis of the Graphics Add-in Board (GAB) market, offering invaluable insights for industry stakeholders. Covering the period 2019-2033, with a base year of 2025 and a forecast period of 2025-2033, this study meticulously examines market dynamics, trends, key players, and future growth prospects. The market size is estimated at xx Million in 2025 and is projected to reach xx Million by 2033, exhibiting a CAGR of xx%.
Graphics Add-in Board Market Market Concentration & Dynamics
The Graphics Add-in Board market exhibits a moderately concentrated landscape, with key players like Nvidia Corporation, Advanced Micro Devices Inc, and Sapphire Technology holding significant market share. The market's dynamics are shaped by intense competition, rapid technological advancements, and evolving end-user demands. Innovation is crucial, with companies constantly striving to improve performance, power efficiency, and features. Regulatory frameworks, particularly concerning environmental standards and material sourcing, also play a role. Substitute products, such as integrated graphics solutions, pose a competitive threat, albeit a limited one for high-performance applications.
- Market Concentration: Nvidia and AMD hold approximately xx% combined market share in 2025.
- M&A Activity: The number of M&A deals in the GAB market during the historical period (2019-2024) averaged xx deals per year, indicating a moderate level of consolidation.
- End-User Trends: The increasing adoption of high-resolution displays and virtual reality (VR) technologies is driving demand for higher-performance GABs.
- Innovation Ecosystem: A robust ecosystem of component manufacturers, software developers, and system integrators supports the market's continuous innovation.
Graphics Add-in Board Market Industry Insights & Trends
The Graphics Add-in Board market is experiencing significant growth, propelled by several key factors. The increasing demand for high-performance computing across various applications, including gaming, design and visualization, high-performance computing (HPC), and data centers, is a primary driver. Technological disruptions, such as the introduction of new GPU architectures and advanced manufacturing processes, are further fueling market expansion. Evolving consumer behaviors, characterized by a preference for immersive gaming experiences and high-fidelity visual content, are also contributing to market growth. The market size is anticipated to reach xx Million by 2033, driven by the increasing adoption of artificial intelligence (AI) and machine learning (ML) applications.

Key Markets & Segments Leading Graphics Add-in Board Market
The Gaming segment dominates the application landscape, accounting for approximately xx% of the market in 2025. This is primarily due to the escalating popularity of PC gaming and the growing demand for superior visual fidelity in games. The North American and Asia-Pacific regions are the leading geographic markets, driven by strong economic growth, robust infrastructure, and a large base of consumers.
- Dominant Segment: Gaming (Application) and Desktop (End-User)
- Drivers for Gaming Segment:
- Rising popularity of esports and online gaming.
- Advancements in game engines and graphics technologies.
- Increased consumer spending on gaming hardware.
- Drivers for North American Market:
- High disposable incomes and strong consumer spending on technology.
- Established gaming culture and large player base.
- Drivers for Asia-Pacific Market:
- Rapid growth in the gaming industry, especially in China and India.
- Increasing adoption of high-speed internet and mobile gaming.
Graphics Add-in Board Market Product Developments
Recent years have witnessed significant product innovations in the GAB market, including the introduction of advanced GPU architectures with enhanced performance and power efficiency. Ray tracing capabilities and AI-accelerated processing are becoming increasingly common, improving visual realism and computational speed. These advancements cater to the demands of high-performance computing and are driving the adoption of GABs across various applications.
Challenges in the Graphics Add-in Board Market Market
The GAB market faces several challenges, including supply chain disruptions impacting component availability and pricing. The increasing complexity of GPU manufacturing also presents significant hurdles. Furthermore, intense competition among established players and the emergence of new entrants create significant competitive pressure. These factors can impact market growth and profitability. The estimated impact of these challenges on market growth is approximately xx% reduction in CAGR during the forecast period.
Forces Driving Graphics Add-in Board Market Growth
Key growth drivers include advancements in GPU technology, increasing demand from data centers and HPC, and the growing adoption of AI and machine learning. The expansion of the gaming market, along with the rising demand for high-resolution displays and VR/AR technologies, is further fueling market expansion. Government initiatives promoting technological advancements and digitalization also contribute to positive market momentum.
Long-Term Growth Catalysts in Graphics Add-in Board Market
Long-term growth in the GAB market will be driven by continuous technological advancements in GPU architectures, strategic partnerships among manufacturers and software developers, and expansion into new applications such as autonomous vehicles and medical imaging. The exploration of new materials and manufacturing techniques will also play a significant role in enhancing product performance and reducing costs.
Emerging Opportunities in Graphics Add-in Board Market
Emerging opportunities lie in the burgeoning fields of AI, machine learning, and high-performance computing. The expansion into new markets, such as cloud gaming and edge computing, also presents significant growth potential. The increasing demand for energy-efficient GABs opens opportunities for manufacturers focusing on sustainable solutions.
Leading Players in the Graphics Add-in Board Market Sector
- Sapphire Technology
- Micro-Star International Co Ltd
- EVGA Corporation
- AsusTek Computer Inc
- Advanced Micro Devices Inc
- Zotac
- Nvidia Corporation
- INNO3D
- Gigabyte Technology
- Intel Corporation
Key Milestones in Graphics Add-in Board Market Industry
- 2020: AMD launches its RDNA 2 architecture.
- 2021: Nvidia unveils the Ampere architecture.
- 2022: Significant supply chain disruptions impact the GAB market.
- 2023: Increased focus on sustainable manufacturing practices.
- 2024: Several key players announce new partnerships for AI development.
Strategic Outlook for Graphics Add-in Board Market Market
The future of the GAB market looks promising, driven by technological advancements and expanding applications. Strategic opportunities exist in developing energy-efficient GPUs, focusing on niche applications, and leveraging AI for enhanced performance. Expanding into new markets and forging strategic alliances will be crucial for sustained growth in the coming years.
Graphics Add-in Board Market Segmentation
-
1. Application
- 1.1. Gaming
- 1.2. Design and Visualization
- 1.3. High-performance Computing
- 1.4. Data Center
- 1.5. Others
-
2. End-Users
- 2.1. Desktop
- 2.2. Notebooks and Tablets
- 2.3. Workstations
- 2.4. Others
Graphics Add-in Board Market Segmentation By Geography
- 1. North America
- 2. Europe
- 3. Asia Pacific
- 4. Rest of the World

Graphics Add-in Board 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 18.00% 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 Rising Penetration of Smartphones; Growing Adoption of Cloud Computing
- 3.2.2 Big Data Analytics
- 3.2.3 and AI
- 3.3. Market Restrains
- 3.3.1. Cyber Security concerns may hinder the growth of the sports betting kiosk market
- 3.4. Market Trends
- 3.4.1. Gaming Industry to Augment the Market 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 Graphics Add-in Board Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Application
- 5.1.1. Gaming
- 5.1.2. Design and Visualization
- 5.1.3. High-performance Computing
- 5.1.4. Data Center
- 5.1.5. Others
- 5.2. Market Analysis, Insights and Forecast - by End-Users
- 5.2.1. Desktop
- 5.2.2. Notebooks and Tablets
- 5.2.3. Workstations
- 5.2.4. Others
- 5.3. Market Analysis, Insights and Forecast - by Region
- 5.3.1. North America
- 5.3.2. Europe
- 5.3.3. Asia Pacific
- 5.3.4. Rest of the World
- 5.1. Market Analysis, Insights and Forecast - by Application
- 6. North America Graphics Add-in Board Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Application
- 6.1.1. Gaming
- 6.1.2. Design and Visualization
- 6.1.3. High-performance Computing
- 6.1.4. Data Center
- 6.1.5. Others
- 6.2. Market Analysis, Insights and Forecast - by End-Users
- 6.2.1. Desktop
- 6.2.2. Notebooks and Tablets
- 6.2.3. Workstations
- 6.2.4. Others
- 6.1. Market Analysis, Insights and Forecast - by Application
- 7. Europe Graphics Add-in Board Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Application
- 7.1.1. Gaming
- 7.1.2. Design and Visualization
- 7.1.3. High-performance Computing
- 7.1.4. Data Center
- 7.1.5. Others
- 7.2. Market Analysis, Insights and Forecast - by End-Users
- 7.2.1. Desktop
- 7.2.2. Notebooks and Tablets
- 7.2.3. Workstations
- 7.2.4. Others
- 7.1. Market Analysis, Insights and Forecast - by Application
- 8. Asia Pacific Graphics Add-in Board Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Application
- 8.1.1. Gaming
- 8.1.2. Design and Visualization
- 8.1.3. High-performance Computing
- 8.1.4. Data Center
- 8.1.5. Others
- 8.2. Market Analysis, Insights and Forecast - by End-Users
- 8.2.1. Desktop
- 8.2.2. Notebooks and Tablets
- 8.2.3. Workstations
- 8.2.4. Others
- 8.1. Market Analysis, Insights and Forecast - by Application
- 9. Rest of the World Graphics Add-in Board Market Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Application
- 9.1.1. Gaming
- 9.1.2. Design and Visualization
- 9.1.3. High-performance Computing
- 9.1.4. Data Center
- 9.1.5. Others
- 9.2. Market Analysis, Insights and Forecast - by End-Users
- 9.2.1. Desktop
- 9.2.2. Notebooks and Tablets
- 9.2.3. Workstations
- 9.2.4. Others
- 9.1. Market Analysis, Insights and Forecast - by Application
- 10. North America Graphics Add-in Board Market Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 10.1.1.
- 11. Europe Graphics Add-in Board Market Analysis, Insights and Forecast, 2019-2031
- 11.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 11.1.1.
- 12. Asia Pacific Graphics Add-in Board 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 Graphics Add-in Board 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. Global Market Share Analysis 2024
- 14.2. Company Profiles
- 14.2.1 Sapphire Technology
- 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 Micro-Star International Co Ltd
- 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 EVGA Corporation
- 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 AsusTek Computer Inc
- 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 Advanced Micro Devices 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 Zotac
- 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 Nvidia Corporation
- 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 INNO3D*List Not Exhaustive
- 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 Gigabyte Technology
- 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 Intel Corporation
- 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)
- 14.2.1 Sapphire Technology
List of Figures
- Figure 1: Global Graphics Add-in Board Market Revenue Breakdown (Million, %) by Region 2024 & 2032
- Figure 2: North America Graphics Add-in Board Market Revenue (Million), by Country 2024 & 2032
- Figure 3: North America Graphics Add-in Board Market Revenue Share (%), by Country 2024 & 2032
- Figure 4: Europe Graphics Add-in Board Market Revenue (Million), by Country 2024 & 2032
- Figure 5: Europe Graphics Add-in Board Market Revenue Share (%), by Country 2024 & 2032
- Figure 6: Asia Pacific Graphics Add-in Board Market Revenue (Million), by Country 2024 & 2032
- Figure 7: Asia Pacific Graphics Add-in Board Market Revenue Share (%), by Country 2024 & 2032
- Figure 8: Rest of the World Graphics Add-in Board Market Revenue (Million), by Country 2024 & 2032
- Figure 9: Rest of the World Graphics Add-in Board Market Revenue Share (%), by Country 2024 & 2032
- Figure 10: North America Graphics Add-in Board Market Revenue (Million), by Application 2024 & 2032
- Figure 11: North America Graphics Add-in Board Market Revenue Share (%), by Application 2024 & 2032
- Figure 12: North America Graphics Add-in Board Market Revenue (Million), by End-Users 2024 & 2032
- Figure 13: North America Graphics Add-in Board Market Revenue Share (%), by End-Users 2024 & 2032
- Figure 14: North America Graphics Add-in Board Market Revenue (Million), by Country 2024 & 2032
- Figure 15: North America Graphics Add-in Board Market Revenue Share (%), by Country 2024 & 2032
- Figure 16: Europe Graphics Add-in Board Market Revenue (Million), by Application 2024 & 2032
- Figure 17: Europe Graphics Add-in Board Market Revenue Share (%), by Application 2024 & 2032
- Figure 18: Europe Graphics Add-in Board Market Revenue (Million), by End-Users 2024 & 2032
- Figure 19: Europe Graphics Add-in Board Market Revenue Share (%), by End-Users 2024 & 2032
- Figure 20: Europe Graphics Add-in Board Market Revenue (Million), by Country 2024 & 2032
- Figure 21: Europe Graphics Add-in Board Market Revenue Share (%), by Country 2024 & 2032
- Figure 22: Asia Pacific Graphics Add-in Board Market Revenue (Million), by Application 2024 & 2032
- Figure 23: Asia Pacific Graphics Add-in Board Market Revenue Share (%), by Application 2024 & 2032
- Figure 24: Asia Pacific Graphics Add-in Board Market Revenue (Million), by End-Users 2024 & 2032
- Figure 25: Asia Pacific Graphics Add-in Board Market Revenue Share (%), by End-Users 2024 & 2032
- Figure 26: Asia Pacific Graphics Add-in Board Market Revenue (Million), by Country 2024 & 2032
- Figure 27: Asia Pacific Graphics Add-in Board Market Revenue Share (%), by Country 2024 & 2032
- Figure 28: Rest of the World Graphics Add-in Board Market Revenue (Million), by Application 2024 & 2032
- Figure 29: Rest of the World Graphics Add-in Board Market Revenue Share (%), by Application 2024 & 2032
- Figure 30: Rest of the World Graphics Add-in Board Market Revenue (Million), by End-Users 2024 & 2032
- Figure 31: Rest of the World Graphics Add-in Board Market Revenue Share (%), by End-Users 2024 & 2032
- Figure 32: Rest of the World Graphics Add-in Board Market Revenue (Million), by Country 2024 & 2032
- Figure 33: Rest of the World Graphics Add-in Board Market Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global Graphics Add-in Board Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Global Graphics Add-in Board Market Revenue Million Forecast, by Application 2019 & 2032
- Table 3: Global Graphics Add-in Board Market Revenue Million Forecast, by End-Users 2019 & 2032
- Table 4: Global Graphics Add-in Board Market Revenue Million Forecast, by Region 2019 & 2032
- Table 5: Global Graphics Add-in Board Market Revenue Million Forecast, by Country 2019 & 2032
- Table 6: Graphics Add-in Board Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 7: Global Graphics Add-in Board Market Revenue Million Forecast, by Country 2019 & 2032
- Table 8: Graphics Add-in Board Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Global Graphics Add-in Board Market Revenue Million Forecast, by Country 2019 & 2032
- Table 10: Graphics Add-in Board Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: Global Graphics Add-in Board Market Revenue Million Forecast, by Country 2019 & 2032
- Table 12: Graphics Add-in Board Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: Global Graphics Add-in Board Market Revenue Million Forecast, by Application 2019 & 2032
- Table 14: Global Graphics Add-in Board Market Revenue Million Forecast, by End-Users 2019 & 2032
- Table 15: Global Graphics Add-in Board Market Revenue Million Forecast, by Country 2019 & 2032
- Table 16: Global Graphics Add-in Board Market Revenue Million Forecast, by Application 2019 & 2032
- Table 17: Global Graphics Add-in Board Market Revenue Million Forecast, by End-Users 2019 & 2032
- Table 18: Global Graphics Add-in Board Market Revenue Million Forecast, by Country 2019 & 2032
- Table 19: Global Graphics Add-in Board Market Revenue Million Forecast, by Application 2019 & 2032
- Table 20: Global Graphics Add-in Board Market Revenue Million Forecast, by End-Users 2019 & 2032
- Table 21: Global Graphics Add-in Board Market Revenue Million Forecast, by Country 2019 & 2032
- Table 22: Global Graphics Add-in Board Market Revenue Million Forecast, by Application 2019 & 2032
- Table 23: Global Graphics Add-in Board Market Revenue Million Forecast, by End-Users 2019 & 2032
- Table 24: Global Graphics Add-in Board Market Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Graphics Add-in Board Market?
The projected CAGR is approximately 18.00%.
2. Which companies are prominent players in the Graphics Add-in Board Market?
Key companies in the market include Sapphire Technology, Micro-Star International Co Ltd, EVGA Corporation, AsusTek Computer Inc, Advanced Micro Devices Inc, Zotac, Nvidia Corporation, INNO3D*List Not Exhaustive, Gigabyte Technology, Intel Corporation.
3. What are the main segments of the Graphics Add-in Board Market?
The market segments include Application, End-Users.
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?
Rising Penetration of Smartphones; Growing Adoption of Cloud Computing. Big Data Analytics. and AI.
6. What are the notable trends driving market growth?
Gaming Industry to Augment the Market Growth.
7. Are there any restraints impacting market growth?
Cyber Security concerns may hinder the growth of the sports betting kiosk market.
8. Can you provide examples of recent developments in the market?
N/A
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 "Graphics Add-in Board 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 Graphics Add-in Board 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 Graphics Add-in Board Market?
To stay informed about further developments, trends, and reports in the Graphics Add-in Board 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