Key Insights
The North American potato protein market, valued at approximately $196.2 million in 2025, is projected to experience robust growth, driven by increasing consumer demand for plant-based alternatives and the rising popularity of sustainable and healthy food products. This growth is further fueled by the expanding application of potato protein in various sectors, including the burgeoning beverage, snacks, and animal nutrition industries. The market is segmented by type (concentrate and isolate) and application, with potato protein concentrate currently holding a larger market share due to its cost-effectiveness. However, the demand for potato protein isolate, offering superior functionality and nutritional profile, is expected to witness faster growth over the forecast period (2025-2033). Key players like Tereos Group, Avebe, and Roquette are strategically investing in research and development to enhance product quality and expand their market presence, driving innovation and competition within this dynamic landscape. While challenges such as price volatility of raw materials and potential technological hurdles in large-scale production exist, the overall market outlook remains positive, with a projected Compound Annual Growth Rate (CAGR) of 6.07% throughout the forecast period. The United States, as the largest economy in North America, is expected to dominate the regional market, followed by Canada and Mexico.
The North American potato protein market's growth trajectory is underpinned by several key trends. The increasing awareness of the environmental benefits of plant-based protein sources is significantly boosting consumer preference for potato protein over traditional animal-based alternatives. Furthermore, the expanding vegan and vegetarian population is fueling demand for versatile and functional ingredients like potato protein in food and beverage products. Government initiatives promoting sustainable agriculture and food production are also indirectly contributing to the market's expansion. Competitive dynamics are shaping the market, with established players focusing on product diversification and strategic partnerships to cater to the evolving demands of diverse customer segments. The ongoing research into improving the textural and functional properties of potato protein is likely to unlock new applications, accelerating market growth further in the coming years. Regional differences in consumer preferences and regulatory frameworks will continue to shape the market dynamics within North America.

North America Potato Protein Industry: Market Analysis & Forecast (2019-2033)
This comprehensive report provides a detailed analysis of the North America potato protein industry, encompassing market dynamics, growth trends, competitive landscape, and future outlook. The study period covers 2019-2033, with 2025 as the base year and forecast extending to 2033. The report caters to industry professionals, investors, and researchers seeking a thorough understanding of this rapidly evolving market segment within the broader North American plant-based protein industry.
Parent Market: Plant-Based Protein Industry Child Market: Potato Protein Industry
North America Potato Protein Industry Market Dynamics & Structure
The North America potato protein market is characterized by moderate concentration, with key players including Tereos Group, Agridient, Avebe, Omega Protein Corporation, Agrana, Roquette Foods, ADM (Archer Daniels Midland Company), Roquette Frères, AGT Foods, and Cargill. However, the market is witnessing increased participation from smaller, specialized players. Technological innovation, particularly in extraction and processing techniques, is a significant growth driver. Stringent food safety regulations and labeling requirements influence industry practices. Competitive substitutes include pea protein, soy protein, and other plant-based protein sources. The end-user demographic is broadening, encompassing food and beverage manufacturers, animal feed producers, and health-conscious consumers. M&A activity has been moderate, with notable examples like Omega Protein Corporation's acquisition of Veramaris. The overall market structure suggests a dynamic environment poised for growth.
- Market Concentration: Moderately concentrated, with a few dominant players and increasing smaller players. Market share analysis reveals a xx% share held by top 5 players in 2025.
- Technological Innovation: Focus on improving protein extraction efficiency and functional properties.
- Regulatory Framework: Stringent food safety and labeling regulations influence production and marketing strategies.
- Competitive Substitutes: Pea protein, soy protein, and other plant-based protein sources create competitive pressure.
- End-User Demographics: Expanding to include food & beverage, animal feed, and health-conscious consumer segments.
- M&A Trends: Moderate activity, with a projected xx M&A deals during 2025-2033. Innovation barriers include high R&D costs and scaling up production.
North America Potato Protein Industry Growth Trends & Insights
The North American potato protein market is experiencing robust growth, driven by increasing demand for plant-based alternatives, rising health consciousness, and the sustainable nature of potato protein. The market size witnessed a CAGR of xx% during 2019-2024 and is projected to reach xx Million by 2025, further expanding at a CAGR of xx% during the forecast period (2025-2033) to reach xx Million by 2033. This growth is fueled by the rising adoption of plant-based diets, particularly among millennials and Gen Z, as well as increasing awareness of the environmental benefits of sustainable protein sources. Technological advancements, including improved extraction methods and functional modification techniques, have further contributed to market expansion. Consumer preference shifts towards clean-label and non-GMO products are driving innovation within the industry. Market penetration is increasing steadily across various applications, particularly in the food and beverage sector. Disruptive technologies, such as precision fermentation, hold potential to further enhance potato protein production and quality.

Dominant Regions, Countries, or Segments in North America Potato Protein Industry
The United States dominates the North American potato protein market, accounting for a significant market share owing to the large potato production base and strong demand for plant-based foods. Canada follows as a prominent regional player. Within market segments, Potato Protein Isolate commands a higher value share compared to Potato Protein Concentrate due to its superior functional properties. The beverage application currently leads market share, followed by snacks and bars. However, the animal nutrition segment exhibits significant growth potential.
- Leading Region: United States, driven by high consumer demand and established potato processing infrastructure.
- Leading Application: Beverage, driven by growing demand for plant-based protein beverages.
- Leading Type: Potato Protein Isolate, owing to its superior functional properties.
- Key Drivers (US): High disposable income, strong demand for plant-based foods, robust food processing industry.
- Key Drivers (Canada): Government initiatives supporting sustainable agriculture, growing health consciousness among consumers.
North America Potato Protein Industry Product Landscape
The North American potato protein market offers a diverse range of products, including potato protein concentrates and isolates, each tailored to specific applications. These products are differentiated based on their protein content, functional properties (e.g., solubility, emulsification), and other quality attributes. Recent innovations involve improving the taste and texture profile to enhance consumer acceptability. Technological advancements focus on optimized extraction methods for higher yield and improved functionality. Unique selling propositions often involve sustainable sourcing, non-GMO certification, and clean-label credentials.
Key Drivers, Barriers & Challenges in North America Potato Protein Industry
Key Drivers: Growing consumer preference for plant-based protein, increased health consciousness, rising demand for sustainable food options, technological advancements improving protein extraction and functionality, government support for sustainable agriculture.
Key Challenges: High production costs compared to soy or pea protein, potential supply chain disruptions related to potato production, competition from established plant-based protein sources, regulatory hurdles relating to novel food ingredients, managing consumer perceptions regarding taste and texture. The overall impact of these challenges is a xx% reduction in projected market growth in 2028.
Emerging Opportunities in North America Potato Protein Industry
Emerging opportunities include expansion into new applications, such as meat alternatives and ready-to-eat meals. Untapped markets exist within the food service industry and in developing innovative products catering to specific dietary requirements. Evolving consumer preferences for clean-label products and sustainable sourcing practices create opportunities for companies focusing on transparency and eco-friendly production.
Growth Accelerators in the North America Potato Protein Industry
Long-term growth is driven by ongoing technological innovation, enabling higher yields and improved product functionality. Strategic partnerships and collaborations between potato processors and food manufacturers will fuel market expansion. Government initiatives supporting sustainable agriculture and research & development will continue to foster industry growth. Expansion into new geographic markets and diversification across applications will further accelerate market expansion.
Key Players Shaping the North America Potato Protein Industry Market
- Tereos Group
- Agridient
- Avebe
- Omega Protein Corporation
- Agrana
- Roquette Foods
- ADM (Archer Daniels Midland Company)
- Roquette Frères
- AGT Foods
- Cargill
Notable Milestones in North America Potato Protein Industry Sector
- 2021: Roquette Foods launches a new potato protein-based meat alternative.
- 2022: Tereos Group and Avril announce a joint venture to establish a pea and potato protein plant.
- 2020: Omega Protein Corporation acquires Veramaris, expanding its presence in sustainable protein sources.
- 2019-2024: Several government grants awarded to research institutions for potato protein processing and application development.
In-Depth North America Potato Protein Industry Market Outlook
The North America potato protein market is poised for significant growth, driven by consistent technological advancement, expanding consumer demand, and strategic collaborations. Future market potential lies in expanding applications beyond existing segments, tapping into new geographic markets, and innovating to meet evolving consumer preferences. Strategic opportunities involve leveraging sustainable sourcing practices, improving product functionality, and establishing strong brand positioning within the competitive landscape of plant-based proteins.
North America Potato Protein Industry Segmentation
-
1. Type
- 1.1. Potato Protein Concentrate
- 1.2. Potato Protein Isolate
-
2. Application
- 2.1. Beverage
- 2.2. Snacks & Bar
- 2.3. Animal Nutrition
- 2.4. Others
-
3. Geography
- 3.1. United States
- 3.2. Canada
- 3.3. Mexico
- 3.4. Rest of North America
North America Potato Protein Industry Segmentation By Geography
- 1. United States
- 2. Canada
- 3. Mexico
- 4. Rest of North America

North America Potato Protein Industry 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 6.07% 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. Increased Consumption of Baked Goods; Demand for Indigenous Fermented Foods
- 3.3. Market Restrains
- 3.3.1. Potential Side-effects of Yeast
- 3.4. Market Trends
- 3.4.1. Growing Application of Potato Protein in Sports Nutrition
- 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 Potato Protein Industry Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Type
- 5.1.1. Potato Protein Concentrate
- 5.1.2. Potato Protein Isolate
- 5.2. Market Analysis, Insights and Forecast - by Application
- 5.2.1. Beverage
- 5.2.2. Snacks & Bar
- 5.2.3. Animal Nutrition
- 5.2.4. Others
- 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 Type
- 6. United States North America Potato Protein Industry Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Type
- 6.1.1. Potato Protein Concentrate
- 6.1.2. Potato Protein Isolate
- 6.2. Market Analysis, Insights and Forecast - by Application
- 6.2.1. Beverage
- 6.2.2. Snacks & Bar
- 6.2.3. Animal Nutrition
- 6.2.4. Others
- 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 Type
- 7. Canada North America Potato Protein Industry Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Type
- 7.1.1. Potato Protein Concentrate
- 7.1.2. Potato Protein Isolate
- 7.2. Market Analysis, Insights and Forecast - by Application
- 7.2.1. Beverage
- 7.2.2. Snacks & Bar
- 7.2.3. Animal Nutrition
- 7.2.4. Others
- 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 Type
- 8. Mexico North America Potato Protein Industry Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Type
- 8.1.1. Potato Protein Concentrate
- 8.1.2. Potato Protein Isolate
- 8.2. Market Analysis, Insights and Forecast - by Application
- 8.2.1. Beverage
- 8.2.2. Snacks & Bar
- 8.2.3. Animal Nutrition
- 8.2.4. Others
- 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 Type
- 9. Rest of North America North America Potato Protein Industry Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Type
- 9.1.1. Potato Protein Concentrate
- 9.1.2. Potato Protein Isolate
- 9.2. Market Analysis, Insights and Forecast - by Application
- 9.2.1. Beverage
- 9.2.2. Snacks & Bar
- 9.2.3. Animal Nutrition
- 9.2.4. Others
- 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 Type
- 10. United States North America Potato Protein Industry Analysis, Insights and Forecast, 2019-2031
- 11. Canada North America Potato Protein Industry Analysis, Insights and Forecast, 2019-2031
- 12. Mexico North America Potato Protein Industry Analysis, Insights and Forecast, 2019-2031
- 13. Rest of North America North America Potato Protein Industry Analysis, Insights and Forecast, 2019-2031
- 14. Competitive Analysis
- 14.1. Market Share Analysis 2024
- 14.2. Company Profiles
- 14.2.1 Tereos Group
- 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 Agridient
- 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 Avebe
- 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 Omega Protein Corporation
- 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 Agrana
- 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 Roquette Foods*List Not Exhaustive
- 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 ADM (Archer Daniels Midland Company) Roquette Frères x
- 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 Roquette Frères
- 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 AGT Foods
- 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 Cargill
- 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 Tereos Group
List of Figures
- Figure 1: North America Potato Protein Industry Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America Potato Protein Industry Share (%) by Company 2024
List of Tables
- Table 1: North America Potato Protein Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America Potato Protein Industry Volume K Tons Forecast, by Region 2019 & 2032
- Table 3: North America Potato Protein Industry Revenue Million Forecast, by Type 2019 & 2032
- Table 4: North America Potato Protein Industry Volume K Tons Forecast, by Type 2019 & 2032
- Table 5: North America Potato Protein Industry Revenue Million Forecast, by Application 2019 & 2032
- Table 6: North America Potato Protein Industry Volume K Tons Forecast, by Application 2019 & 2032
- Table 7: North America Potato Protein Industry Revenue Million Forecast, by Geography 2019 & 2032
- Table 8: North America Potato Protein Industry Volume K Tons Forecast, by Geography 2019 & 2032
- Table 9: North America Potato Protein Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 10: North America Potato Protein Industry Volume K Tons Forecast, by Region 2019 & 2032
- Table 11: North America Potato Protein Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 12: North America Potato Protein Industry Volume K Tons Forecast, by Country 2019 & 2032
- Table 13: United States North America Potato Protein Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: United States North America Potato Protein Industry Volume (K Tons) Forecast, by Application 2019 & 2032
- Table 15: Canada North America Potato Protein Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: Canada North America Potato Protein Industry Volume (K Tons) Forecast, by Application 2019 & 2032
- Table 17: Mexico North America Potato Protein Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Mexico North America Potato Protein Industry Volume (K Tons) Forecast, by Application 2019 & 2032
- Table 19: Rest of North America North America Potato Protein Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Rest of North America North America Potato Protein Industry Volume (K Tons) Forecast, by Application 2019 & 2032
- Table 21: North America Potato Protein Industry Revenue Million Forecast, by Type 2019 & 2032
- Table 22: North America Potato Protein Industry Volume K Tons Forecast, by Type 2019 & 2032
- Table 23: North America Potato Protein Industry Revenue Million Forecast, by Application 2019 & 2032
- Table 24: North America Potato Protein Industry Volume K Tons Forecast, by Application 2019 & 2032
- Table 25: North America Potato Protein Industry Revenue Million Forecast, by Geography 2019 & 2032
- Table 26: North America Potato Protein Industry Volume K Tons Forecast, by Geography 2019 & 2032
- Table 27: North America Potato Protein Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 28: North America Potato Protein Industry Volume K Tons Forecast, by Country 2019 & 2032
- Table 29: North America Potato Protein Industry Revenue Million Forecast, by Type 2019 & 2032
- Table 30: North America Potato Protein Industry Volume K Tons Forecast, by Type 2019 & 2032
- Table 31: North America Potato Protein Industry Revenue Million Forecast, by Application 2019 & 2032
- Table 32: North America Potato Protein Industry Volume K Tons Forecast, by Application 2019 & 2032
- Table 33: North America Potato Protein Industry Revenue Million Forecast, by Geography 2019 & 2032
- Table 34: North America Potato Protein Industry Volume K Tons Forecast, by Geography 2019 & 2032
- Table 35: North America Potato Protein Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 36: North America Potato Protein Industry Volume K Tons Forecast, by Country 2019 & 2032
- Table 37: North America Potato Protein Industry Revenue Million Forecast, by Type 2019 & 2032
- Table 38: North America Potato Protein Industry Volume K Tons Forecast, by Type 2019 & 2032
- Table 39: North America Potato Protein Industry Revenue Million Forecast, by Application 2019 & 2032
- Table 40: North America Potato Protein Industry Volume K Tons Forecast, by Application 2019 & 2032
- Table 41: North America Potato Protein Industry Revenue Million Forecast, by Geography 2019 & 2032
- Table 42: North America Potato Protein Industry Volume K Tons Forecast, by Geography 2019 & 2032
- Table 43: North America Potato Protein Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 44: North America Potato Protein Industry Volume K Tons Forecast, by Country 2019 & 2032
- Table 45: North America Potato Protein Industry Revenue Million Forecast, by Type 2019 & 2032
- Table 46: North America Potato Protein Industry Volume K Tons Forecast, by Type 2019 & 2032
- Table 47: North America Potato Protein Industry Revenue Million Forecast, by Application 2019 & 2032
- Table 48: North America Potato Protein Industry Volume K Tons Forecast, by Application 2019 & 2032
- Table 49: North America Potato Protein Industry Revenue Million Forecast, by Geography 2019 & 2032
- Table 50: North America Potato Protein Industry Volume K Tons Forecast, by Geography 2019 & 2032
- Table 51: North America Potato Protein Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 52: North America Potato Protein Industry Volume K Tons Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America Potato Protein Industry?
The projected CAGR is approximately 6.07%.
2. Which companies are prominent players in the North America Potato Protein Industry?
Key companies in the market include Tereos Group, Agridient, Avebe, Omega Protein Corporation, Agrana, Roquette Foods*List Not Exhaustive, ADM (Archer Daniels Midland Company) Roquette Frères x, Roquette Frères , AGT Foods , Cargill.
3. What are the main segments of the North America Potato Protein Industry?
The market segments include Type, Application, Geography.
4. Can you provide details about the market size?
The market size is estimated to be USD 196.2 Million as of 2022.
5. What are some drivers contributing to market growth?
Increased Consumption of Baked Goods; Demand for Indigenous Fermented Foods.
6. What are the notable trends driving market growth?
Growing Application of Potato Protein in Sports Nutrition.
7. Are there any restraints impacting market growth?
Potential Side-effects of Yeast.
8. Can you provide examples of recent developments in the market?
Acquisitions and mergers, e.g., Omega Protein Corporation's acquisition of Veramaris
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 Tons.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "North America Potato Protein Industry," 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 Potato Protein Industry 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 Potato Protein Industry?
To stay informed about further developments, trends, and reports in the North America Potato Protein Industry, 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