Key Insights
The North American e-commerce watch market is experiencing robust growth, driven by increasing online shopping, the popularity of smartwatches, and a diverse range of product offerings catering to various consumer preferences. The market's Compound Annual Growth Rate (CAGR) of 9.16% from 2019 to 2024 suggests a significant expansion, with projections indicating continued strong performance through 2033. Key drivers include the convenience and accessibility of online purchasing, coupled with the rising demand for technologically advanced timepieces like smartwatches that seamlessly integrate with modern lifestyles. Consumers are increasingly drawn to the vast selection, competitive pricing, and personalized shopping experiences offered by e-commerce platforms, leading to a shift away from traditional brick-and-mortar retail. The market is segmented by product type (quartz/mechanical, smart) and platform type (third-party retailers, company websites), reflecting diverse consumer preferences and distribution channels. Major players such as Timex, Samsung, Garmin, Fitbit, Citizen, Rolex, Casio, Fossil, Apple, and Sony are actively competing in this dynamic market, continually innovating and launching new products to maintain market share. The North American region, particularly the United States, is a significant contributor to overall market growth due to high consumer spending power and technological adoption rates.
The competitive landscape is intense, with established brands alongside emerging players vying for consumer attention. Growth will likely be influenced by factors such as technological advancements in smartwatch functionality, evolving consumer preferences, and the effective implementation of e-commerce strategies by brands. While the market presents opportunities for growth, potential restraints include supply chain challenges, fluctuating consumer spending patterns, and maintaining competitive pricing in an intensely competitive market. The continued focus on user experience, effective marketing campaigns, and strategic partnerships will be vital for businesses aiming to succeed in this rapidly evolving sector. By leveraging technological advancements and understanding evolving consumer trends, industry participants can capitalize on the substantial growth potential of the North American e-commerce watch market.

North America E-Commerce Watch Market: A Comprehensive Report (2019-2033)
This in-depth report provides a comprehensive analysis of the North America e-commerce watch market, encompassing market dynamics, growth trends, key players, and future outlook. With a study period spanning 2019-2033, a base year of 2025, and a forecast period of 2025-2033, this report is an invaluable resource for industry professionals, investors, and strategists seeking to understand and capitalize on the evolving landscape of the North American watch market. The market is segmented by Product Type (Quartz/Mechanical, Smart) and Platform Type (Third Party Retailer, Company's Own Website). The total market size is expected to reach xx Million units by 2033.
North America E-Commerce Watch Market Dynamics & Structure
The North American e-commerce watch market is characterized by a moderately concentrated landscape with key players holding significant market share. Technological innovation, particularly in smartwatch technology, is a major driver of growth, while regulatory frameworks related to data privacy and product safety play a crucial role. The market also sees competition from product substitutes like fitness trackers and smartbands.
- Market Concentration: The top 5 players (Timex Group B V, Samsung Electronics Co Ltd, Garmin Ltd, Google LLC (FitBit), Citizen Watch Co Ltd) account for approximately xx% of the market share in 2025.
- Technological Innovation: Advancements in sensor technology, battery life, and software integration are driving demand for smartwatches, particularly in the health and fitness segment.
- Regulatory Frameworks: Regulations concerning data privacy and electronic product safety influence product design and marketing strategies.
- Competitive Product Substitutes: Fitness trackers and smartbands offer competing functionalities at lower price points, impacting the market share of traditional watches.
- End-User Demographics: Millennials and Gen Z are driving the growth in the smartwatch segment, while older demographics maintain a preference for traditional timepieces.
- M&A Trends: The past five years have seen xx M&A deals in the North American watch industry, primarily focused on technology integration and market expansion. The average deal size was approximately xx Million USD.
North America E-Commerce Watch Market Growth Trends & Insights
The North America e-commerce watch market has witnessed significant growth during the historical period (2019-2024). The market size, valued at xx Million units in 2024, is projected to reach xx Million units in 2025 and xx Million units by 2033, exhibiting a CAGR of xx% during the forecast period (2025-2033). This growth is fueled by increased adoption of smartwatches, driven by technological advancements and evolving consumer preferences for wearable technology that seamlessly integrates into their digital lives. The shift towards online shopping further accelerates the growth of e-commerce platforms for watch purchases. Consumer behavior increasingly reflects a preference for smartwatches with advanced health and fitness tracking capabilities, contributing to market segmentation and product innovation. The market penetration of smartwatches is projected to reach xx% by 2033.

Dominant Regions, Countries, or Segments in North America E-Commerce Watch Market
The United States dominates the North American e-commerce watch market, accounting for xx% of the total market value in 2025. This dominance is attributed to factors such as high consumer spending power, a robust e-commerce infrastructure, and early adoption of technology trends. Canada represents the second-largest market, with a share of xx%.
- Product Type: The smart watch segment is witnessing the fastest growth, driven by technological advancements and consumer demand for advanced features.
- Platform Type: Third-party retailers currently hold a larger market share than company-owned websites, but the latter is experiencing accelerated growth. This is due to increased direct-to-consumer marketing efforts by major watch brands.
North America E-Commerce Watch Market Product Landscape
The market offers a wide range of products, from traditional quartz and mechanical watches to sophisticated smartwatches with advanced features like heart rate monitoring, GPS tracking, and contactless payments. Smartwatches are constantly evolving, incorporating features like improved health tracking algorithms, longer battery life, and more stylish designs to meet diverse consumer needs. Unique selling propositions often focus on enhanced functionality, superior design, and brand prestige. Technological advancements in materials science, miniaturization, and power management are driving product innovation.
Key Drivers, Barriers & Challenges in North America E-Commerce Watch Market
Key Drivers:
- Rising disposable incomes and increased consumer spending on personal electronics.
- Growing popularity of fitness and health tracking, driving demand for smartwatches.
- Advancements in technology, leading to improved functionalities and designs.
Key Challenges:
- Intense competition from established brands and new entrants.
- Supply chain disruptions affecting component availability and production costs.
- Data privacy and security concerns impacting consumer confidence in smartwatches.
Emerging Opportunities in North America E-Commerce Watch Market
- Expansion into niche markets such as specialized sports watches and fashion-focused smartwatches.
- Development of advanced health monitoring features, such as continuous blood glucose monitoring.
- Integration of artificial intelligence (AI) and machine learning (ML) for personalized health recommendations.
Growth Accelerators in the North America E-Commerce Watch Market Industry
Strategic partnerships between watch manufacturers and technology companies are driving innovation and accelerating market growth. Technological breakthroughs, such as improved battery technology and more accurate sensors, are creating exciting new product possibilities. The expansion into new markets through e-commerce platforms is further driving market growth.
Key Players Shaping the North America E-Commerce Watch Market Market
- Timex Group B V
- Samsung Electronics Co Ltd
- Garmin Ltd
- Google LLC (FitBit)
- Citizen Watch Co Ltd
- Rolex SA
- Casio Computer Co Ltd
- Fossil Group Inc
- Apple Inc
- Sony Corporation
Notable Milestones in North America E-Commerce Watch Market Sector
- September 2022: Apple launched Series 8 watches, featuring enhanced health features and crash detection. This launch significantly boosted sales across both online and offline channels.
- November 2022: Garmin launched the Bounce LTE kids smartwatch, focusing on communication and location tracking, expanding the smartwatch market to a new demographic.
- January 2023: Citizen Watch Canada launched the CZ Smart smartwatch with an IBM Watson-powered wellness app, highlighting the integration of advanced AI in wearable technology.
In-Depth North America E-Commerce Watch Market Market Outlook
The future of the North American e-commerce watch market is bright, driven by continuous technological advancements, evolving consumer preferences, and the increasing integration of smartwatches into daily life. The market is poised for significant growth, with opportunities for innovation in areas such as health monitoring, personalized features, and enhanced design. Strategic partnerships and expansion into new markets will further fuel this growth, creating a dynamic and exciting landscape for both established and emerging players.
North America E-Commerce Watch Market Segmentation
-
1. Product Type
- 1.1. Quartz/Mechanical
- 1.2. Smart
-
2. Platform Type
- 2.1. Third Party Retailer
- 2.2. Company's Own Website
-
3. Geography
- 3.1. United States
- 3.2. Canada
- 3.3. Mexico
- 3.4. Rest of North America
North America E-Commerce Watch Market Segmentation By Geography
- 1. United States
- 2. Canada
- 3. Mexico
- 4. Rest of North America

North America E-Commerce Watch 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 9.16% 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. Inclination Toward Premium Watches; Product Innovation to Drive the Market
- 3.3. Market Restrains
- 3.3.1. Availability of Counterfeit Products
- 3.4. Market Trends
- 3.4.1. Product Innovation to Drive the Market
- 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. North America E-Commerce Watch Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Product Type
- 5.1.1. Quartz/Mechanical
- 5.1.2. Smart
- 5.2. Market Analysis, Insights and Forecast - by Platform Type
- 5.2.1. Third Party Retailer
- 5.2.2. Company's Own Website
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. United States
- 5.3.2. Canada
- 5.3.3. Mexico
- 5.3.4. Rest of North America
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. United States
- 5.4.2. Canada
- 5.4.3. Mexico
- 5.4.4. Rest of North America
- 5.1. Market Analysis, Insights and Forecast - by Product Type
- 6. United States North America E-Commerce Watch Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Product Type
- 6.1.1. Quartz/Mechanical
- 6.1.2. Smart
- 6.2. Market Analysis, Insights and Forecast - by Platform Type
- 6.2.1. Third Party Retailer
- 6.2.2. Company's Own Website
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. United States
- 6.3.2. Canada
- 6.3.3. Mexico
- 6.3.4. Rest of North America
- 6.1. Market Analysis, Insights and Forecast - by Product Type
- 7. Canada North America E-Commerce Watch Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Product Type
- 7.1.1. Quartz/Mechanical
- 7.1.2. Smart
- 7.2. Market Analysis, Insights and Forecast - by Platform Type
- 7.2.1. Third Party Retailer
- 7.2.2. Company's Own Website
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. United States
- 7.3.2. Canada
- 7.3.3. Mexico
- 7.3.4. Rest of North America
- 7.1. Market Analysis, Insights and Forecast - by Product Type
- 8. Mexico North America E-Commerce Watch Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Product Type
- 8.1.1. Quartz/Mechanical
- 8.1.2. Smart
- 8.2. Market Analysis, Insights and Forecast - by Platform Type
- 8.2.1. Third Party Retailer
- 8.2.2. Company's Own Website
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. United States
- 8.3.2. Canada
- 8.3.3. Mexico
- 8.3.4. Rest of North America
- 8.1. Market Analysis, Insights and Forecast - by Product Type
- 9. Rest of North America North America E-Commerce Watch Market Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Product Type
- 9.1.1. Quartz/Mechanical
- 9.1.2. Smart
- 9.2. Market Analysis, Insights and Forecast - by Platform Type
- 9.2.1. Third Party Retailer
- 9.2.2. Company's Own Website
- 9.3. Market Analysis, Insights and Forecast - by Geography
- 9.3.1. United States
- 9.3.2. Canada
- 9.3.3. Mexico
- 9.3.4. Rest of North America
- 9.1. Market Analysis, Insights and Forecast - by Product Type
- 10. United States North America E-Commerce Watch Market Analysis, Insights and Forecast, 2019-2031
- 11. Canada North America E-Commerce Watch Market Analysis, Insights and Forecast, 2019-2031
- 12. Mexico North America E-Commerce Watch Market Analysis, Insights and Forecast, 2019-2031
- 13. Rest of North America North America E-Commerce Watch Market Analysis, Insights and Forecast, 2019-2031
- 14. Competitive Analysis
- 14.1. Market Share Analysis 2024
- 14.2. Company Profiles
- 14.2.1 Timex Group B V
- 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 Samsung Electronics 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 Garmin Ltd
- 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 Google LLC (FitBit)
- 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 Citizen Watch Co Ltd *List Not Exhaustive
- 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 Rolex SA
- 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 Casio Computer Co Ltd
- 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 Fossil Group Inc
- 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 Apple Inc
- 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 Sony 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 Timex Group B V
List of Figures
- Figure 1: North America E-Commerce Watch Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America E-Commerce Watch Market Share (%) by Company 2024
List of Tables
- Table 1: North America E-Commerce Watch Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America E-Commerce Watch Market Volume K Units Forecast, by Region 2019 & 2032
- Table 3: North America E-Commerce Watch Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 4: North America E-Commerce Watch Market Volume K Units Forecast, by Product Type 2019 & 2032
- Table 5: North America E-Commerce Watch Market Revenue Million Forecast, by Platform Type 2019 & 2032
- Table 6: North America E-Commerce Watch Market Volume K Units Forecast, by Platform Type 2019 & 2032
- Table 7: North America E-Commerce Watch Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 8: North America E-Commerce Watch Market Volume K Units Forecast, by Geography 2019 & 2032
- Table 9: North America E-Commerce Watch Market Revenue Million Forecast, by Region 2019 & 2032
- Table 10: North America E-Commerce Watch Market Volume K Units Forecast, by Region 2019 & 2032
- Table 11: North America E-Commerce Watch Market Revenue Million Forecast, by Country 2019 & 2032
- Table 12: North America E-Commerce Watch Market Volume K Units Forecast, by Country 2019 & 2032
- Table 13: United States North America E-Commerce Watch Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: United States North America E-Commerce Watch Market Volume (K Units ) Forecast, by Application 2019 & 2032
- Table 15: Canada North America E-Commerce Watch Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: Canada North America E-Commerce Watch Market Volume (K Units ) Forecast, by Application 2019 & 2032
- Table 17: Mexico North America E-Commerce Watch Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Mexico North America E-Commerce Watch Market Volume (K Units ) Forecast, by Application 2019 & 2032
- Table 19: Rest of North America North America E-Commerce Watch Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Rest of North America North America E-Commerce Watch Market Volume (K Units ) Forecast, by Application 2019 & 2032
- Table 21: North America E-Commerce Watch Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 22: North America E-Commerce Watch Market Volume K Units Forecast, by Product Type 2019 & 2032
- Table 23: North America E-Commerce Watch Market Revenue Million Forecast, by Platform Type 2019 & 2032
- Table 24: North America E-Commerce Watch Market Volume K Units Forecast, by Platform Type 2019 & 2032
- Table 25: North America E-Commerce Watch Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 26: North America E-Commerce Watch Market Volume K Units Forecast, by Geography 2019 & 2032
- Table 27: North America E-Commerce Watch Market Revenue Million Forecast, by Country 2019 & 2032
- Table 28: North America E-Commerce Watch Market Volume K Units Forecast, by Country 2019 & 2032
- Table 29: North America E-Commerce Watch Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 30: North America E-Commerce Watch Market Volume K Units Forecast, by Product Type 2019 & 2032
- Table 31: North America E-Commerce Watch Market Revenue Million Forecast, by Platform Type 2019 & 2032
- Table 32: North America E-Commerce Watch Market Volume K Units Forecast, by Platform Type 2019 & 2032
- Table 33: North America E-Commerce Watch Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 34: North America E-Commerce Watch Market Volume K Units Forecast, by Geography 2019 & 2032
- Table 35: North America E-Commerce Watch Market Revenue Million Forecast, by Country 2019 & 2032
- Table 36: North America E-Commerce Watch Market Volume K Units Forecast, by Country 2019 & 2032
- Table 37: North America E-Commerce Watch Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 38: North America E-Commerce Watch Market Volume K Units Forecast, by Product Type 2019 & 2032
- Table 39: North America E-Commerce Watch Market Revenue Million Forecast, by Platform Type 2019 & 2032
- Table 40: North America E-Commerce Watch Market Volume K Units Forecast, by Platform Type 2019 & 2032
- Table 41: North America E-Commerce Watch Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 42: North America E-Commerce Watch Market Volume K Units Forecast, by Geography 2019 & 2032
- Table 43: North America E-Commerce Watch Market Revenue Million Forecast, by Country 2019 & 2032
- Table 44: North America E-Commerce Watch Market Volume K Units Forecast, by Country 2019 & 2032
- Table 45: North America E-Commerce Watch Market Revenue Million Forecast, by Product Type 2019 & 2032
- Table 46: North America E-Commerce Watch Market Volume K Units Forecast, by Product Type 2019 & 2032
- Table 47: North America E-Commerce Watch Market Revenue Million Forecast, by Platform Type 2019 & 2032
- Table 48: North America E-Commerce Watch Market Volume K Units Forecast, by Platform Type 2019 & 2032
- Table 49: North America E-Commerce Watch Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 50: North America E-Commerce Watch Market Volume K Units Forecast, by Geography 2019 & 2032
- Table 51: North America E-Commerce Watch Market Revenue Million Forecast, by Country 2019 & 2032
- Table 52: North America E-Commerce Watch Market Volume K Units Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America E-Commerce Watch Market?
The projected CAGR is approximately 9.16%.
2. Which companies are prominent players in the North America E-Commerce Watch Market?
Key companies in the market include Timex Group B V, Samsung Electronics Co Ltd, Garmin Ltd, Google LLC (FitBit), Citizen Watch Co Ltd *List Not Exhaustive, Rolex SA, Casio Computer Co Ltd, Fossil Group Inc, Apple Inc, Sony Corporation.
3. What are the main segments of the North America E-Commerce Watch Market?
The market segments include Product Type, Platform Type, Geography.
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?
Inclination Toward Premium Watches; Product Innovation to Drive the Market.
6. What are the notable trends driving market growth?
Product Innovation to Drive the Market.
7. Are there any restraints impacting market growth?
Availability of Counterfeit Products.
8. Can you provide examples of recent developments in the market?
January 2023: Citizen Watch Canada launched its next-generation smartwatch at CES 2023. The all-new CZ Smart was claimed to feature an advanced, IBM Watson-powered wellness app through which the device can be connected to a mobile for easy access. The app uses personal data points accumulated by the watch to boost personalization by tracking the wearer's unique characterization, rhythms, and habits. The company made this product available on its official e-commerce website.
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 and volume, measured in K Units .
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "North America E-Commerce Watch 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 North America E-Commerce Watch 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 North America E-Commerce Watch Market?
To stay informed about further developments, trends, and reports in the North America E-Commerce Watch 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