Key Insights
The North America food flavor market, valued at $5.13 billion in 2025, is projected to experience robust growth, driven by increasing consumer demand for diverse and appealing food products. This expansion is fueled by several key factors. The rising popularity of convenient and ready-to-eat meals, coupled with the growing preference for healthier and more natural food options, is significantly boosting the demand for high-quality flavors. Innovation in flavor profiles, particularly the development of natural and clean-label flavors, caters to evolving consumer preferences and strengthens market growth. The significant presence of major food and beverage companies in North America further contributes to the market's dynamism, as these companies continuously invest in research and development to enhance their product offerings and appeal to a broader consumer base. Specific application segments like bakery & confectionery and beverages are experiencing particularly strong growth, fueled by new product launches and innovative flavor combinations.
The market's segmentation reflects distinct consumer preferences and industry trends. The natural flavors segment holds a dominant position, reflecting a clear shift toward healthier and cleaner ingredient choices. This is further bolstered by regulations promoting transparency and natural ingredients in food products. While synthetic flavors maintain a significant market presence due to cost-effectiveness and versatility, the overall market trend leans towards natural and natural identical flavors. Geographic distribution shows a strong concentration in the United States, driven by a mature food and beverage industry and a high consumer base. Competition in the market is fierce, with established players like Givaudan, IFF, and Sensient Technologies dominating the landscape. However, smaller, specialized companies are also making significant inroads, particularly in the niche market of natural and organic flavors. Looking ahead, the market's trajectory is projected to remain positive, with continued growth driven by innovation, consumer demand, and the ongoing evolution of the food and beverage industry. A sustained CAGR of 4.54% suggests consistent expansion through 2033.

North America Food Flavor Market: A Comprehensive Report (2019-2033)
This in-depth report provides a comprehensive analysis of the North America food flavor market, covering market size, segmentation, competitive landscape, key trends, and future growth projections from 2019 to 2033. The study period is 2019-2033, with 2025 as the base and estimated year. The forecast period is 2025-2033, and the historical period is 2019-2024. This report is an essential resource for industry players, investors, and stakeholders seeking to understand this dynamic market. The market is valued at xx Million in 2025 and is projected to reach xx Million by 2033, exhibiting a CAGR of xx%.
North America Food Flavor Market Market Structure & Competitive Dynamics
The North America food flavor market is characterized by a moderately concentrated structure with several major players holding significant market share. Key players include Givaudan, International Flavors and Fragrance Inc (IFF), Sensient Technologies, Carbery Group, Takasago International Corporation, DSM–Firmenich AG, Corbion N V, Kerry Group, Symrise AG, and Archer Daniels Midland (ADM). However, the market also features a number of smaller, specialized companies.
The market's competitive landscape is shaped by continuous innovation, focused on developing natural, clean-label flavors, and meeting evolving consumer preferences. Regulatory frameworks, particularly those related to food safety and labeling, play a significant role in shaping market dynamics. Product substitutes, such as natural extracts and herbs, are also exerting influence. M&A activities are frequent, as evidenced by recent acquisitions such as ADM's purchase of Revela Foods. These deals often involve significant capital investment, exceeding xx Million in some instances.
- Market Concentration: Moderately concentrated, with top players holding approximately xx% market share collectively.
- Innovation Ecosystems: Strong focus on natural, clean-label, and sustainable flavor solutions.
- Regulatory Frameworks: Stringent regulations regarding food safety and labeling influence product development and marketing.
- Product Substitutes: Growing popularity of natural alternatives like extracts and herbs.
- End-User Trends: Increasing demand for healthier and more authentic food products.
- M&A Activities: Frequent mergers and acquisitions, with deal values ranging from xx Million to xx Million.
North America Food Flavor Market Industry Trends & Insights
The North America food flavor market is experiencing robust growth, driven by several key factors. The rising demand for convenient, ready-to-eat meals, coupled with changing consumer preferences towards healthier and more flavorful food products, is fueling market expansion. Technological advancements, such as the development of advanced flavor creation technologies and improved analytical tools, are further contributing to market growth. The increasing popularity of natural and clean-label ingredients also presents significant opportunities. Consumer preference shifts toward personalized and customized food experiences also influence the market.
Competitive dynamics are intense, with companies investing heavily in research and development to create innovative flavor solutions. The market is also witnessing a rising trend of strategic partnerships and collaborations to expand product portfolios and market reach. The CAGR for the forecast period is projected at xx%, reflecting consistent growth momentum. Market penetration varies across different segments, with natural flavors seeing higher penetration rates due to the growing preference for cleaner labels.

Dominant Markets & Segments in North America Food Flavor Market
The North America food flavor market is segmented by type (Natural Flavors, Synthetic Flavors, Natural Identical Flavors) and application (Dairy, Bakery & Confectionery, Savory, Beverages, Others). While data on exact dominance requires deeper market analysis, the Bakery & Confectionery segment is a significant revenue generator, fueled by strong demand for diverse and appealing flavors in baked goods and sweets. Natural flavors are also experiencing robust growth due to increasing consumer preference for natural ingredients. The western region of North America (including California and other states with substantial food manufacturing and processing) likely dominates geographically, due to higher concentrations of food processing plants and overall consumer base.
- Key Drivers for Bakery & Confectionery Segment: Innovation in flavor profiles, rising disposable income, and increasing demand for convenient snacks.
- Key Drivers for Natural Flavors Segment: Growing consumer preference for clean-label products and increasing awareness of health and wellness.
- Regional Dominance: Western region of North America likely holds the largest market share due to its well-established food processing industry and consumer base.
North America Food Flavor Market Product Innovations
Recent years have seen a surge in product innovations within the North America food flavor market. Companies are focusing on developing clean-label, natural, and sustainable flavor solutions to cater to evolving consumer demands. Technological advancements, such as precision fermentation and bio-based flavor creation, have enabled the development of innovative flavor profiles. These innovations offer competitive advantages by appealing to health-conscious consumers while meeting diverse flavor preferences. The market is seeing a growth in plant-based and vegan-friendly flavor options, further driving product innovation.
Report Segmentation & Scope
By Type:
- Natural Flavors: This segment is experiencing significant growth due to rising consumer demand for clean-label products. The market size is estimated at xx Million in 2025 and is projected to reach xx Million by 2033.
- Synthetic Flavors: This segment holds a considerable market share, driven by cost-effectiveness and wide availability. Market size is predicted to be xx Million in 2025 and xx Million by 2033.
- Natural Identical Flavors: This segment demonstrates steady growth, as it provides a cost-effective alternative to natural flavors with similar taste profiles. The projected market size for 2025 is xx Million, expected to reach xx Million by 2033.
By Application:
- Dairy: This segment is a major consumer of food flavors, with a significant market size and steady growth potential. The 2025 market size is estimated at xx Million, with projections reaching xx Million by 2033.
- Bakery & Confectionery: This is a high-growth segment driven by the increasing demand for diverse and appealing flavors in baked goods and sweets. Market size is expected to be xx Million in 2025 and is expected to reach xx Million in 2033.
- Savory: This segment exhibits moderate growth, driven by the growing popularity of savory snacks and ready-to-eat meals. Expected to be xx Million in 2025, and to grow to xx Million by 2033.
- Beverages: This segment is a significant consumer of food flavors, with a considerable market size. Market size is projected at xx Million in 2025, projected to grow to xx Million by 2033.
- Others: This segment comprises other food applications using flavors. The market size in 2025 is estimated at xx Million, projected to grow to xx Million by 2033.
Key Drivers of North America Food Flavor Market Growth
The North America food flavor market is fueled by several key growth drivers:
- Rising demand for convenient and ready-to-eat foods: The busy lifestyles of consumers are driving demand for convenient food options, often enhanced with appealing flavors.
- Growing preference for healthy and natural ingredients: Consumers are increasingly seeking food products with clean labels and natural ingredients, including flavors.
- Technological advancements in flavor creation: New technologies are enabling the development of innovative and complex flavor profiles, expanding market possibilities.
- Favorable economic conditions: Stable economic growth in North America supports consumer spending on food and beverages.
Challenges in the North America Food Flavor Market Sector
The North America food flavor market faces several challenges:
- Stringent regulatory frameworks: Compliance with food safety and labeling regulations can be complex and expensive.
- Fluctuations in raw material prices: The cost of raw materials used in flavor production can be volatile, affecting profitability.
- Intense competition: The market is highly competitive, with numerous players vying for market share.
- Supply chain disruptions: Global events can disrupt supply chains, impacting the availability of raw materials and finished products.
Leading Players in the North America Food Flavor Market Market
- Givaudan
- International Flavors and Fragrance Inc (IFF)
- Sensient Technologies
- Carbery Group
- Takasago International Corporation
- DSM–Firmenich AG
- Corbion N V
- Kerry Group
- Symrise AG
- Archer Daniels Midland (ADM)
Key Developments in North America Food Flavor Market Sector
- December 2023: Archer Daniels Midland Company acquired Revela Foods, expanding its portfolio of dairy flavor ingredients. This signals a move towards greater integration within the dairy flavor supply chain and increased competition.
- October 2023: Symrise launched SET Flavors, leveraging enrichment technologies for premium taste solutions. This highlights a focus on enhancing the quality and authenticity of natural flavors using innovative techniques.
- September 2023: Robertet acquired BioPod, an eco-friendly cultivation tool for natural ingredients. This reflects a growing emphasis on sustainable sourcing and production methods within the industry.
Strategic North America Food Flavor Market Market Outlook
The North America food flavor market is poised for continued growth, driven by evolving consumer preferences, technological advancements, and ongoing innovation within the industry. Strategic opportunities lie in developing sustainable and clean-label flavor solutions, leveraging advanced technologies for flavor creation, and focusing on niche flavor segments to cater to evolving consumer demands. Further expansion into functional flavors and personalized food experiences holds immense growth potential. Companies that effectively navigate evolving regulatory landscapes and supply chain challenges will be well-positioned for success in this dynamic market.
North America Food Flavor Market Segmentation
- 1. Production Analysis
- 2. Consumption Analysis
- 3. Import Market Analysis (Value & Volume)
- 4. Export Market Analysis (Value & Volume)
- 5. Price Trend Analysis
North America Food Flavor Market Segmentation By Geography
- 1. United States
- 2. Canada
- 3. Mexico
- 4. Rest of North America

North America Food Flavor 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 4.54% 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. Demand for Flavorful Ingredients in Vegan and Meat Alternatives; Increasing Preference for Ready Meals
- 3.3. Market Restrains
- 3.3.1. Volatile Regulatory Landscape
- 3.4. Market Trends
- 3.4.1. Demand for Flavorful Ingredients in Vegan and Meat Alternatives
- 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 Food Flavor Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Production Analysis
- 5.2. Market Analysis, Insights and Forecast - by Consumption Analysis
- 5.3. Market Analysis, Insights and Forecast - by Import Market Analysis (Value & Volume)
- 5.4. Market Analysis, Insights and Forecast - by Export Market Analysis (Value & Volume)
- 5.5. Market Analysis, Insights and Forecast - by Price Trend Analysis
- 5.6. Market Analysis, Insights and Forecast - by Region
- 5.6.1. United States
- 5.6.2. Canada
- 5.6.3. Mexico
- 5.6.4. Rest of North America
- 5.1. Market Analysis, Insights and Forecast - by Production Analysis
- 6. United States North America Food Flavor Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Production Analysis
- 6.2. Market Analysis, Insights and Forecast - by Consumption Analysis
- 6.3. Market Analysis, Insights and Forecast - by Import Market Analysis (Value & Volume)
- 6.4. Market Analysis, Insights and Forecast - by Export Market Analysis (Value & Volume)
- 6.5. Market Analysis, Insights and Forecast - by Price Trend Analysis
- 6.1. Market Analysis, Insights and Forecast - by Production Analysis
- 7. Canada North America Food Flavor Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Production Analysis
- 7.2. Market Analysis, Insights and Forecast - by Consumption Analysis
- 7.3. Market Analysis, Insights and Forecast - by Import Market Analysis (Value & Volume)
- 7.4. Market Analysis, Insights and Forecast - by Export Market Analysis (Value & Volume)
- 7.5. Market Analysis, Insights and Forecast - by Price Trend Analysis
- 7.1. Market Analysis, Insights and Forecast - by Production Analysis
- 8. Mexico North America Food Flavor Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Production Analysis
- 8.2. Market Analysis, Insights and Forecast - by Consumption Analysis
- 8.3. Market Analysis, Insights and Forecast - by Import Market Analysis (Value & Volume)
- 8.4. Market Analysis, Insights and Forecast - by Export Market Analysis (Value & Volume)
- 8.5. Market Analysis, Insights and Forecast - by Price Trend Analysis
- 8.1. Market Analysis, Insights and Forecast - by Production Analysis
- 9. Rest of North America North America Food Flavor Market Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Production Analysis
- 9.2. Market Analysis, Insights and Forecast - by Consumption Analysis
- 9.3. Market Analysis, Insights and Forecast - by Import Market Analysis (Value & Volume)
- 9.4. Market Analysis, Insights and Forecast - by Export Market Analysis (Value & Volume)
- 9.5. Market Analysis, Insights and Forecast - by Price Trend Analysis
- 9.1. Market Analysis, Insights and Forecast - by Production Analysis
- 10. United States North America Food Flavor Market Analysis, Insights and Forecast, 2019-2031
- 11. Canada North America Food Flavor Market Analysis, Insights and Forecast, 2019-2031
- 12. Mexico North America Food Flavor Market Analysis, Insights and Forecast, 2019-2031
- 13. Rest of North America North America Food Flavor Market Analysis, Insights and Forecast, 2019-2031
- 14. Competitive Analysis
- 14.1. Market Share Analysis 2024
- 14.2. Company Profiles
- 14.2.1 Givaudan
- 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 International Flavors and Fragrance Inc (IFF)
- 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 Sensient Technologies
- 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 Carbery Group *List Not Exhaustive
- 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 Takasago International Corporation
- 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 DSM–Firmenich AG
- 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 Corbion N V
- 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 Kerry Group
- 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 Symrise AG
- 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 Archer Daniels Midland (ADM)
- 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 Givaudan
List of Figures
- Figure 1: North America Food Flavor Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America Food Flavor Market Share (%) by Company 2024
List of Tables
- Table 1: North America Food Flavor Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America Food Flavor Market Revenue Million Forecast, by Production Analysis 2019 & 2032
- Table 3: North America Food Flavor Market Revenue Million Forecast, by Consumption Analysis 2019 & 2032
- Table 4: North America Food Flavor Market Revenue Million Forecast, by Import Market Analysis (Value & Volume) 2019 & 2032
- Table 5: North America Food Flavor Market Revenue Million Forecast, by Export Market Analysis (Value & Volume) 2019 & 2032
- Table 6: North America Food Flavor Market Revenue Million Forecast, by Price Trend Analysis 2019 & 2032
- Table 7: North America Food Flavor Market Revenue Million Forecast, by Region 2019 & 2032
- Table 8: North America Food Flavor Market Revenue Million Forecast, by Country 2019 & 2032
- Table 9: United States North America Food Flavor Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: Canada North America Food Flavor Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 11: Mexico North America Food Flavor Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: Rest of North America North America Food Flavor Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: North America Food Flavor Market Revenue Million Forecast, by Production Analysis 2019 & 2032
- Table 14: North America Food Flavor Market Revenue Million Forecast, by Consumption Analysis 2019 & 2032
- Table 15: North America Food Flavor Market Revenue Million Forecast, by Import Market Analysis (Value & Volume) 2019 & 2032
- Table 16: North America Food Flavor Market Revenue Million Forecast, by Export Market Analysis (Value & Volume) 2019 & 2032
- Table 17: North America Food Flavor Market Revenue Million Forecast, by Price Trend Analysis 2019 & 2032
- Table 18: North America Food Flavor Market Revenue Million Forecast, by Country 2019 & 2032
- Table 19: North America Food Flavor Market Revenue Million Forecast, by Production Analysis 2019 & 2032
- Table 20: North America Food Flavor Market Revenue Million Forecast, by Consumption Analysis 2019 & 2032
- Table 21: North America Food Flavor Market Revenue Million Forecast, by Import Market Analysis (Value & Volume) 2019 & 2032
- Table 22: North America Food Flavor Market Revenue Million Forecast, by Export Market Analysis (Value & Volume) 2019 & 2032
- Table 23: North America Food Flavor Market Revenue Million Forecast, by Price Trend Analysis 2019 & 2032
- Table 24: North America Food Flavor Market Revenue Million Forecast, by Country 2019 & 2032
- Table 25: North America Food Flavor Market Revenue Million Forecast, by Production Analysis 2019 & 2032
- Table 26: North America Food Flavor Market Revenue Million Forecast, by Consumption Analysis 2019 & 2032
- Table 27: North America Food Flavor Market Revenue Million Forecast, by Import Market Analysis (Value & Volume) 2019 & 2032
- Table 28: North America Food Flavor Market Revenue Million Forecast, by Export Market Analysis (Value & Volume) 2019 & 2032
- Table 29: North America Food Flavor Market Revenue Million Forecast, by Price Trend Analysis 2019 & 2032
- Table 30: North America Food Flavor Market Revenue Million Forecast, by Country 2019 & 2032
- Table 31: North America Food Flavor Market Revenue Million Forecast, by Production Analysis 2019 & 2032
- Table 32: North America Food Flavor Market Revenue Million Forecast, by Consumption Analysis 2019 & 2032
- Table 33: North America Food Flavor Market Revenue Million Forecast, by Import Market Analysis (Value & Volume) 2019 & 2032
- Table 34: North America Food Flavor Market Revenue Million Forecast, by Export Market Analysis (Value & Volume) 2019 & 2032
- Table 35: North America Food Flavor Market Revenue Million Forecast, by Price Trend Analysis 2019 & 2032
- Table 36: North America Food Flavor Market Revenue Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America Food Flavor Market?
The projected CAGR is approximately 4.54%.
2. Which companies are prominent players in the North America Food Flavor Market?
Key companies in the market include Givaudan, International Flavors and Fragrance Inc (IFF), Sensient Technologies, Carbery Group *List Not Exhaustive, Takasago International Corporation, DSM–Firmenich AG, Corbion N V, Kerry Group, Symrise AG, Archer Daniels Midland (ADM).
3. What are the main segments of the North America Food Flavor Market?
The market segments include Production Analysis, Consumption Analysis, Import Market Analysis (Value & Volume), Export Market Analysis (Value & Volume), Price Trend Analysis.
4. Can you provide details about the market size?
The market size is estimated to be USD 5.13 Million as of 2022.
5. What are some drivers contributing to market growth?
Demand for Flavorful Ingredients in Vegan and Meat Alternatives; Increasing Preference for Ready Meals.
6. What are the notable trends driving market growth?
Demand for Flavorful Ingredients in Vegan and Meat Alternatives.
7. Are there any restraints impacting market growth?
Volatile Regulatory Landscape.
8. Can you provide examples of recent developments in the market?
December 2023: Archer Daniels Midland Company acquired Revela Foods, a Wisconsin-based developer and manufacturer of innovative dairy flavor ingredients and solutions. With this acquisition, the company aims to expand its product portfolio.
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 "North America Food Flavor 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 Food Flavor 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 Food Flavor Market?
To stay informed about further developments, trends, and reports in the North America Food Flavor 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