Key Insights
The North American portable generator market, valued at approximately $2.5 billion in 2025, is projected to experience robust growth, exceeding a 3% compound annual growth rate (CAGR) through 2033. This expansion is fueled by several key factors. Increased frequency and severity of natural disasters, leading to power outages and heightened demand for backup power solutions, is a significant driver. Furthermore, the growing adoption of portable generators in residential settings for emergency preparedness and recreational activities, coupled with rising demand from commercial and industrial sectors for reliable temporary power, contributes substantially to market growth. Technological advancements, such as the incorporation of eco-friendly fuel options and enhanced safety features, are also attracting consumers. Market segmentation reveals a strong preference for gasoline-powered generators in the below 5 kW power rating category, primarily catering to the residential sector. Larger generators (above 10 kW) are in higher demand within the commercial and industrial segments, driven by construction, industrial processes, and disaster recovery efforts. The market is dominated by established players like Generac, Kohler, and Briggs & Stratton, though new entrants are emerging, offering innovative designs and competitive pricing. The significant US market share within North America reflects high adoption rates and a developed infrastructure for distribution and maintenance.
Geographic variations in growth are anticipated, with the United States maintaining a leading role due to its large population, susceptibility to extreme weather, and established regulatory frameworks. Canada and Mexico will also experience growth, albeit potentially at a slightly slower pace, due to varied levels of economic development and infrastructure. Competitive pressures will likely intensify, pushing manufacturers towards innovation, cost optimization, and strengthened distribution networks to maintain market share and capture emerging opportunities within this expanding market. Sustained economic growth in North America will continue to support this market, however, regulatory pressures related to emission standards could present a moderate restraint on certain segments.

North America Portable Generator Market: A Comprehensive Report (2019-2033)
This in-depth report provides a comprehensive analysis of the North America portable generator market, covering market size, segmentation, growth drivers, challenges, and competitive landscape. The study period spans from 2019 to 2033, with 2025 serving as the base and estimated year. The forecast period is 2025-2033, and the historical period encompasses 2019-2024. This report is essential for businesses, investors, and researchers seeking actionable insights into this dynamic market.
North America Portable Generator Market Structure & Competitive Dynamics
This section analyzes the market structure, competitive dynamics, and key influencing factors of the North America portable generator market. The market exhibits a moderately concentrated structure, with key players such as Generac Holdings Inc., Kohler Power Systems, and others holding significant market share. However, the presence of numerous smaller players fosters a competitive landscape. Innovation plays a vital role, with companies constantly striving to improve fuel efficiency, power output, and noise reduction. Regulatory frameworks, particularly concerning emissions standards and safety regulations, significantly impact market dynamics. The existence of substitute power sources, including solar panels and battery systems, presents competitive pressures. End-user trends show a growing demand for quieter, more fuel-efficient generators, particularly in residential settings. Mergers and acquisitions (M&A) activities have been relatively infrequent but contribute to market consolidation. Estimated M&A deal values in the past five years total approximately xx Million, with an average deal size of xx Million. Market share data for the top five players indicates that Generac Holdings Inc. holds an estimated xx% market share, followed by Kohler Power Systems at xx%, with the remaining players holding significantly smaller shares.
North America Portable Generator Market Industry Trends & Insights
The North America portable generator market is experiencing robust growth, driven by several factors. Increasing demand for backup power during power outages, particularly in regions prone to natural disasters, is a key driver. The growth of construction and industrial activities further fuels market expansion. Technological advancements, including the development of more efficient and quieter generators, are enhancing market appeal. Consumer preferences are shifting towards environmentally friendly options, leading to increased demand for generators with lower emissions. However, fluctuating fuel prices and the availability of alternative power solutions pose challenges. The market exhibits a Compound Annual Growth Rate (CAGR) of xx% during the forecast period (2025-2033). Market penetration in rural areas remains relatively low compared to urban regions, indicating significant untapped potential. Competitive dynamics are characterized by both intense rivalry among established players and the emergence of new entrants offering innovative products.

Dominant Markets & Segments in North America Portable Generator Market
The North American portable generator market displays diverse segmental dominance. By power rating, the 5-10 kW segment commands the largest market share, driven by its suitability for a wide range of residential and small commercial applications. The gas-powered generator segment dominates the fuel type market due to its lower cost and wider availability. The residential end-user segment represents the largest market share owing to increased awareness of power outage risks and growing adoption of backup power solutions.
- Key Drivers for 5-10 kW Segment: Strong demand from residential and small commercial sectors, balance between power output and portability.
- Key Drivers for Gas Fuel Type: Lower initial cost, readily available fuel, established infrastructure.
- Key Drivers for Residential End-User Segment: Increased frequency of power outages, rising awareness of energy security, affordability.
The United States dominates the North American market due to its larger population, higher incidence of extreme weather events leading to frequent power outages, and robust construction sector. Factors such as favorable economic policies that support infrastructure development and government initiatives promoting energy security further contribute to the high market share.
North America Portable Generator Market Product Innovations
Recent years have witnessed significant product innovations in the portable generator market. Manufacturers are focusing on enhancing fuel efficiency, reducing noise levels, and incorporating advanced features such as remote monitoring and control capabilities. The introduction of inverter generators, offering cleaner power output, has gained considerable traction. Technological trends indicate a move towards more environmentally friendly fuel sources, such as propane and hydrogen. These innovations are aimed at catering to evolving consumer preferences and enhancing the overall user experience, thus improving market fit.
Report Segmentation & Scope
This report segments the North America portable generator market based on power rating (Below 5 kW, 5-10 kW, Above 10 kW), fuel type (Gas, Diesel, Other Fuel Types), and end-user (Residential, Commercial, Industrial). Each segment's growth projections, market sizes, and competitive dynamics are thoroughly analyzed. The gas-fueled segment, dominating the market, is projected to maintain steady growth due to cost-effectiveness. Diesel generators, favored for their durability and long runtime, show slower but stable growth in industrial applications. Other fuel types, including propane and hydrogen, are expected to witness accelerated growth, although from a smaller base, spurred by environmental concerns. The residential segment accounts for the majority of the market but faces challenges from alternative solutions, while commercial and industrial segments are expected to experience solid growth, particularly driven by expanding infrastructure projects.
Key Drivers of North America Portable Generator Market Growth
Several factors drive the growth of the North America portable generator market. The rising frequency and severity of natural disasters, leading to increased power outages, is a key driver. The ongoing expansion of the construction and industrial sectors necessitates reliable backup power solutions. Growing consumer awareness regarding energy security and the desire for uninterrupted power supply are significant factors. Government initiatives promoting energy independence and resilience further enhance market growth. Technological advancements, such as improved fuel efficiency and quieter operation, add to market appeal.
Challenges in the North America Portable Generator Market Sector
The North America portable generator market faces certain challenges. Fluctuating fuel prices directly impact generator operational costs, affecting consumer demand. Stringent emission regulations impose limitations on manufacturers, increasing production costs. Supply chain disruptions and the availability of raw materials can impact production capacity and pricing. Intense competition among established players and the entry of new entrants can create price pressures.
Leading Players in the North America Portable Generator Market Market
- Yamaha Motor Co Ltd
- Briggs & Stratton Corporation
- Atlas Copco AB
- Eaton Corporation PLC
- Caterpillar Inc
- Cummins Inc
- Kohler Power Systems
- Wacker Neuson SE
- Generac Holdings Inc
- General Electric Company
- *List Not Exhaustive
Key Developments in North America Portable Generator Market Sector
- January 2022: Honda announced plans to begin selling its new EU32i portable generator in North America, targeting the residential and small commercial segments.
- February 2022: MIT Lincoln Laboratory demonstrated a portable hydrogen fuel generator prototype for the USMC, potentially revolutionizing fuel sources in the future. This showcases potential for technological disruption in the long term.
Strategic North America Portable Generator Market Outlook
The North America portable generator market presents significant growth opportunities. The increasing demand for reliable backup power, coupled with technological advancements, will fuel continued market expansion. Strategic investments in research and development, focusing on fuel efficiency, emissions reduction, and smart features, will be crucial for success. Companies focused on expanding their product portfolio to include environmentally friendly options and catering to specific end-user needs are expected to capture significant market share. The market's long-term outlook remains positive, driven by evolving consumer preferences and industry trends.
North America Portable Generator Market Segmentation
-
1. Power Rating
- 1.1. Below 5 kW
- 1.2. 5-10 kW
- 1.3. Above 10 kW
-
2. Fuel Type
- 2.1. Gas
- 2.2. Diesel
- 2.3. Other Fuel Types
-
3. End User
- 3.1. Residential
- 3.2. Commercial
- 3.3. Industrial
-
4. Geography
- 4.1. United States
- 4.2. Canada
- 4.3. Rest of North America
North America Portable Generator Market Segmentation By Geography
- 1. United States
- 2. Canada
- 3. Rest of North America

North America Portable Generator 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 > 3.00% 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. Increasing Awareness Regarding Natural Gas as a Clean and Reliable Fuel4.; Increasing Concerns Over Diesel Maintenance and Refueling Issues
- 3.3. Market Restrains
- 3.3.1 Lack of Gas Grid Connectivity Via Pipeline
- 3.3.2 Resulting in Hindered Fuel Supply
- 3.4. Market Trends
- 3.4.1. Diesel Fuel Type 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. North America Portable Generator Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Power Rating
- 5.1.1. Below 5 kW
- 5.1.2. 5-10 kW
- 5.1.3. Above 10 kW
- 5.2. Market Analysis, Insights and Forecast - by Fuel Type
- 5.2.1. Gas
- 5.2.2. Diesel
- 5.2.3. Other Fuel Types
- 5.3. Market Analysis, Insights and Forecast - by End User
- 5.3.1. Residential
- 5.3.2. Commercial
- 5.3.3. Industrial
- 5.4. Market Analysis, Insights and Forecast - by Geography
- 5.4.1. United States
- 5.4.2. Canada
- 5.4.3. Rest of North America
- 5.5. Market Analysis, Insights and Forecast - by Region
- 5.5.1. United States
- 5.5.2. Canada
- 5.5.3. Rest of North America
- 5.1. Market Analysis, Insights and Forecast - by Power Rating
- 6. United States North America Portable Generator Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Power Rating
- 6.1.1. Below 5 kW
- 6.1.2. 5-10 kW
- 6.1.3. Above 10 kW
- 6.2. Market Analysis, Insights and Forecast - by Fuel Type
- 6.2.1. Gas
- 6.2.2. Diesel
- 6.2.3. Other Fuel Types
- 6.3. Market Analysis, Insights and Forecast - by End User
- 6.3.1. Residential
- 6.3.2. Commercial
- 6.3.3. Industrial
- 6.4. Market Analysis, Insights and Forecast - by Geography
- 6.4.1. United States
- 6.4.2. Canada
- 6.4.3. Rest of North America
- 6.1. Market Analysis, Insights and Forecast - by Power Rating
- 7. Canada North America Portable Generator Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Power Rating
- 7.1.1. Below 5 kW
- 7.1.2. 5-10 kW
- 7.1.3. Above 10 kW
- 7.2. Market Analysis, Insights and Forecast - by Fuel Type
- 7.2.1. Gas
- 7.2.2. Diesel
- 7.2.3. Other Fuel Types
- 7.3. Market Analysis, Insights and Forecast - by End User
- 7.3.1. Residential
- 7.3.2. Commercial
- 7.3.3. Industrial
- 7.4. Market Analysis, Insights and Forecast - by Geography
- 7.4.1. United States
- 7.4.2. Canada
- 7.4.3. Rest of North America
- 7.1. Market Analysis, Insights and Forecast - by Power Rating
- 8. Rest of North America North America Portable Generator Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Power Rating
- 8.1.1. Below 5 kW
- 8.1.2. 5-10 kW
- 8.1.3. Above 10 kW
- 8.2. Market Analysis, Insights and Forecast - by Fuel Type
- 8.2.1. Gas
- 8.2.2. Diesel
- 8.2.3. Other Fuel Types
- 8.3. Market Analysis, Insights and Forecast - by End User
- 8.3.1. Residential
- 8.3.2. Commercial
- 8.3.3. Industrial
- 8.4. Market Analysis, Insights and Forecast - by Geography
- 8.4.1. United States
- 8.4.2. Canada
- 8.4.3. Rest of North America
- 8.1. Market Analysis, Insights and Forecast - by Power Rating
- 9. United States North America Portable Generator Market Analysis, Insights and Forecast, 2019-2031
- 10. Canada North America Portable Generator Market Analysis, Insights and Forecast, 2019-2031
- 11. Mexico North America Portable Generator Market Analysis, Insights and Forecast, 2019-2031
- 12. Rest of North America North America Portable Generator Market Analysis, Insights and Forecast, 2019-2031
- 13. Competitive Analysis
- 13.1. Market Share Analysis 2024
- 13.2. Company Profiles
- 13.2.1 Yamaha Motor Co Ltd
- 13.2.1.1. Overview
- 13.2.1.2. Products
- 13.2.1.3. SWOT Analysis
- 13.2.1.4. Recent Developments
- 13.2.1.5. Financials (Based on Availability)
- 13.2.2 Briggs & Stratton Corporation
- 13.2.2.1. Overview
- 13.2.2.2. Products
- 13.2.2.3. SWOT Analysis
- 13.2.2.4. Recent Developments
- 13.2.2.5. Financials (Based on Availability)
- 13.2.3 Atlas Copco AB
- 13.2.3.1. Overview
- 13.2.3.2. Products
- 13.2.3.3. SWOT Analysis
- 13.2.3.4. Recent Developments
- 13.2.3.5. Financials (Based on Availability)
- 13.2.4 Eaton Corporation PLC
- 13.2.4.1. Overview
- 13.2.4.2. Products
- 13.2.4.3. SWOT Analysis
- 13.2.4.4. Recent Developments
- 13.2.4.5. Financials (Based on Availability)
- 13.2.5 Caterpillar Inc
- 13.2.5.1. Overview
- 13.2.5.2. Products
- 13.2.5.3. SWOT Analysis
- 13.2.5.4. Recent Developments
- 13.2.5.5. Financials (Based on Availability)
- 13.2.6 Cummins Inc
- 13.2.6.1. Overview
- 13.2.6.2. Products
- 13.2.6.3. SWOT Analysis
- 13.2.6.4. Recent Developments
- 13.2.6.5. Financials (Based on Availability)
- 13.2.7 Kohler Power Systems
- 13.2.7.1. Overview
- 13.2.7.2. Products
- 13.2.7.3. SWOT Analysis
- 13.2.7.4. Recent Developments
- 13.2.7.5. Financials (Based on Availability)
- 13.2.8 Wacker Neuson SE
- 13.2.8.1. Overview
- 13.2.8.2. Products
- 13.2.8.3. SWOT Analysis
- 13.2.8.4. Recent Developments
- 13.2.8.5. Financials (Based on Availability)
- 13.2.9 Generac Holdings Inc
- 13.2.9.1. Overview
- 13.2.9.2. Products
- 13.2.9.3. SWOT Analysis
- 13.2.9.4. Recent Developments
- 13.2.9.5. Financials (Based on Availability)
- 13.2.10 General Electric Company*List Not Exhaustive
- 13.2.10.1. Overview
- 13.2.10.2. Products
- 13.2.10.3. SWOT Analysis
- 13.2.10.4. Recent Developments
- 13.2.10.5. Financials (Based on Availability)
- 13.2.1 Yamaha Motor Co Ltd
List of Figures
- Figure 1: North America Portable Generator Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America Portable Generator Market Share (%) by Company 2024
List of Tables
- Table 1: North America Portable Generator Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America Portable Generator Market Volume K Unit Forecast, by Region 2019 & 2032
- Table 3: North America Portable Generator Market Revenue Million Forecast, by Power Rating 2019 & 2032
- Table 4: North America Portable Generator Market Volume K Unit Forecast, by Power Rating 2019 & 2032
- Table 5: North America Portable Generator Market Revenue Million Forecast, by Fuel Type 2019 & 2032
- Table 6: North America Portable Generator Market Volume K Unit Forecast, by Fuel Type 2019 & 2032
- Table 7: North America Portable Generator Market Revenue Million Forecast, by End User 2019 & 2032
- Table 8: North America Portable Generator Market Volume K Unit Forecast, by End User 2019 & 2032
- Table 9: North America Portable Generator Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 10: North America Portable Generator Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 11: North America Portable Generator Market Revenue Million Forecast, by Region 2019 & 2032
- Table 12: North America Portable Generator Market Volume K Unit Forecast, by Region 2019 & 2032
- Table 13: North America Portable Generator Market Revenue Million Forecast, by Country 2019 & 2032
- Table 14: North America Portable Generator Market Volume K Unit Forecast, by Country 2019 & 2032
- Table 15: United States North America Portable Generator Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: United States North America Portable Generator Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 17: Canada North America Portable Generator Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Canada North America Portable Generator Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 19: Mexico North America Portable Generator Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Mexico North America Portable Generator Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 21: Rest of North America North America Portable Generator Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 22: Rest of North America North America Portable Generator Market Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 23: North America Portable Generator Market Revenue Million Forecast, by Power Rating 2019 & 2032
- Table 24: North America Portable Generator Market Volume K Unit Forecast, by Power Rating 2019 & 2032
- Table 25: North America Portable Generator Market Revenue Million Forecast, by Fuel Type 2019 & 2032
- Table 26: North America Portable Generator Market Volume K Unit Forecast, by Fuel Type 2019 & 2032
- Table 27: North America Portable Generator Market Revenue Million Forecast, by End User 2019 & 2032
- Table 28: North America Portable Generator Market Volume K Unit Forecast, by End User 2019 & 2032
- Table 29: North America Portable Generator Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 30: North America Portable Generator Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 31: North America Portable Generator Market Revenue Million Forecast, by Country 2019 & 2032
- Table 32: North America Portable Generator Market Volume K Unit Forecast, by Country 2019 & 2032
- Table 33: North America Portable Generator Market Revenue Million Forecast, by Power Rating 2019 & 2032
- Table 34: North America Portable Generator Market Volume K Unit Forecast, by Power Rating 2019 & 2032
- Table 35: North America Portable Generator Market Revenue Million Forecast, by Fuel Type 2019 & 2032
- Table 36: North America Portable Generator Market Volume K Unit Forecast, by Fuel Type 2019 & 2032
- Table 37: North America Portable Generator Market Revenue Million Forecast, by End User 2019 & 2032
- Table 38: North America Portable Generator Market Volume K Unit Forecast, by End User 2019 & 2032
- Table 39: North America Portable Generator Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 40: North America Portable Generator Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 41: North America Portable Generator Market Revenue Million Forecast, by Country 2019 & 2032
- Table 42: North America Portable Generator Market Volume K Unit Forecast, by Country 2019 & 2032
- Table 43: North America Portable Generator Market Revenue Million Forecast, by Power Rating 2019 & 2032
- Table 44: North America Portable Generator Market Volume K Unit Forecast, by Power Rating 2019 & 2032
- Table 45: North America Portable Generator Market Revenue Million Forecast, by Fuel Type 2019 & 2032
- Table 46: North America Portable Generator Market Volume K Unit Forecast, by Fuel Type 2019 & 2032
- Table 47: North America Portable Generator Market Revenue Million Forecast, by End User 2019 & 2032
- Table 48: North America Portable Generator Market Volume K Unit Forecast, by End User 2019 & 2032
- Table 49: North America Portable Generator Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 50: North America Portable Generator Market Volume K Unit Forecast, by Geography 2019 & 2032
- Table 51: North America Portable Generator Market Revenue Million Forecast, by Country 2019 & 2032
- Table 52: North America Portable Generator Market Volume K Unit Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America Portable Generator Market?
The projected CAGR is approximately > 3.00%.
2. Which companies are prominent players in the North America Portable Generator Market?
Key companies in the market include Yamaha Motor Co Ltd, Briggs & Stratton Corporation, Atlas Copco AB, Eaton Corporation PLC, Caterpillar Inc, Cummins Inc, Kohler Power Systems, Wacker Neuson SE, Generac Holdings Inc, General Electric Company*List Not Exhaustive.
3. What are the main segments of the North America Portable Generator Market?
The market segments include Power Rating, Fuel Type, End User, 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?
Increasing Awareness Regarding Natural Gas as a Clean and Reliable Fuel4.; Increasing Concerns Over Diesel Maintenance and Refueling Issues.
6. What are the notable trends driving market growth?
Diesel Fuel Type Expected to Witness Significant Growth.
7. Are there any restraints impacting market growth?
Lack of Gas Grid Connectivity Via Pipeline. Resulting in Hindered Fuel Supply.
8. Can you provide examples of recent developments in the market?
In February 2022, the Massachusetts Institute of Technology (MIT) Lincoln Laboratory conducted a demonstration for the USMC regarding the portable hydrogen fuel generator. This prototype device converts aluminum into hydrogen fuel by reacting with water in any form, even urine.
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 Unit.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "North America Portable Generator 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 Portable Generator 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 Portable Generator Market?
To stay informed about further developments, trends, and reports in the North America Portable Generator 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