Global Natural Food Color Ingredients Market Research Report 2021

1 Natural Food Color Ingredients Market Overview
1.1 Product Overview and Scope of Natural Food Color Ingredients
1.2 Natural Food Color Ingredients Segment by Product Type
1.2.1 Global Natural Food Color Ingredients Sales Growth Rate Comparison by Product Type (2021-2027)
1.2.2 Carotenoids
1.2.3 Anthocyanin
1.2.4 Chlorophyll
1.2.5 Spirulina Extract
1.2.6 Annatto
1.2.7 Curcumin
1.2.8 Paprika
1.3 Natural Food Color Ingredients Segment by Application
1.3.1 Natural Food Color Ingredients Sales Comparison by Application: (2021-2027)
1.3.2 Food and Beverages
1.3.3 Pet Food
1.3.4 Others
1.4 Global Natural Food Color Ingredients Market Size Estimates and Forecasts
1.4.1 Global Natural Food Color Ingredients Revenue 2016-2027
1.4.2 Global Natural Food Color Ingredients Sales 2016-2027
1.4.3 Natural Food Color Ingredients Market Size by Region: 2016 Versus 2021 Versus 2027

2 Natural Food Color Ingredients Market Competition by Manufacturers
2.1 Global Natural Food Color Ingredients Sales Market Share by Manufacturers (2016-2021)
2.2 Global Natural Food Color Ingredients Revenue Market Share by Manufacturers (2016-2021)
2.3 Global Natural Food Color Ingredients Average Price by Manufacturers (2016-2021)
2.4 Manufacturers Natural Food Color Ingredients Manufacturing Sites, Area Served, Product Type
2.5 Natural Food Color Ingredients Market Competitive Situation and Trends
2.5.1 Natural Food Color Ingredients Market Concentration Rate
2.5.2 The Global Top 5 and Top 10 Largest Natural Food Color Ingredients Players Market Share by Revenue
2.5.3 Global Natural Food Color Ingredients Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
2.6 Manufacturers Mergers & Acquisitions, Expansion Plans

3 Natural Food Color Ingredients Retrospective Market Scenario by Region
3.1 Global Natural Food Color Ingredients Retrospective Market Scenario in Revenue by Region: 2016-2021
3.2 Global Natural Food Color Ingredients Retrospective Market Scenario in Sales by Region: 2016-2021
3.3 North America Natural Food Color Ingredients Market Facts & Figures by Country
3.3.1 North America Natural Food Color Ingredients Sales by Country
3.3.2 North America Natural Food Color Ingredients Revenue by Country
3.3.3 U.S.
3.3.4 Canada
3.4 Europe Natural Food Color Ingredients Market Facts & Figures by Country
3.4.1 Europe Natural Food Color Ingredients Sales by Country
3.4.2 Europe Natural Food Color Ingredients Revenue by Country
3.4.3 Germany
3.4.4 France
3.4.5 U.K.
3.4.6 Italy
3.4.7 Russia
3.5 Asia Pacific Natural Food Color Ingredients Market Facts & Figures by Region
3.5.1 Asia Pacific Natural Food Color Ingredients Sales by Region
3.5.2 Asia Pacific Natural Food Color Ingredients Revenue by Region
3.5.3 China
3.5.4 Japan
3.5.5 South Korea
3.5.6 India
3.5.7 Australia
3.5.8 Taiwan
3.5.9 Indonesia
3.5.10 Thailand
3.5.11 Malaysia
3.5.12 Philippines
3.5.13 Vietnam
3.6 Latin America Natural Food Color Ingredients Market Facts & Figures by Country
3.6.1 Latin America Natural Food Color Ingredients Sales by Country
3.6.2 Latin America Natural Food Color Ingredients Revenue by Country
3.6.3 Mexico
3.6.4 Brazil
3.6.5 Argentina
3.7 Middle East and Africa Natural Food Color Ingredients Market Facts & Figures by Country
3.7.1 Middle East and Africa Natural Food Color Ingredients Sales by Country
3.7.2 Middle East and Africa Natural Food Color Ingredients Revenue by Country
3.7.3 Turkey
3.7.4 Saudi Arabia
3.7.5 U.A.E
4 Global Natural Food Color Ingredients Historic Market Analysis by Type
4.1 Global Natural Food Color Ingredients Sales Market Share by Type (2016-2021)
4.2 Global Natural Food Color Ingredients Revenue Market Share by Type (2016-2021)
4.3 Global Natural Food Color Ingredients Price by Type (2016-2021)

5 Global Natural Food Color Ingredients Historic Market Analysis by Application
5.1 Global Natural Food Color Ingredients Sales Market Share by Application (2016-2021)
5.2 Global Natural Food Color Ingredients Revenue Market Share by Application (2016-2021)
5.3 Global Natural Food Color Ingredients Price by Application (2016-2021)

6 Key Companies Profiled
6.1 ITC Colors
6.1.1 ITC Colors Corporation Information
6.1.2 ITC Colors Description and Business Overview
6.1.3 ITC Colors Natural Food Color Ingredients Sales, Revenue and Gross Margin (2016-2021)
6.1.4 ITC Colors Product Portfolio
6.1.5 ITC Colors Recent Developments/Updates
6.2 GNT International
6.2.1 GNT International Corporation Information
6.2.2 GNT International Description and Business Overview
6.2.3 GNT International Natural Food Color Ingredients Sales, Revenue and Gross Margin (2016-2021)
6.2.4 GNT International Product Portfolio
6.2.5 GNT International Recent Developments/Updates
6.3 Chr. Hansen
6.3.1 Chr. Hansen Corporation Information
6.3.2 Chr. Hansen Description and Business Overview
6.3.3 Chr. Hansen Natural Food Color Ingredients Sales, Revenue and Gross Margin (2016-2021)
6.3.4 Chr. Hansen Product Portfolio
6.3.5 Chr. Hansen Recent Developments/Updates
6.4 Kalsec
6.4.1 Kalsec Corporation Information
6.4.2 Kalsec Description and Business Overview
6.4.3 Kalsec Natural Food Color Ingredients Sales, Revenue and Gross Margin (2016-2021)
6.4.4 Kalsec Product Portfolio
6.4.5 Kalsec Recent Developments/Updates
6.5 Naturex
6.5.1 Naturex Corporation Information
6.5.2 Naturex Description and Business Overview
6.5.3 Naturex Natural Food Color Ingredients Sales, Revenue and Gross Margin (2016-2021)
6.5.4 Naturex Product Portfolio
6.5.5 Naturex Recent Developments/Updates
6.6 RAHO
6.6.1 RAHO Corporation Information
6.6.2 RAHO Description and Business Overview
6.6.3 RAHO Natural Food Color Ingredients Sales, Revenue and Gross Margin (2016-2021)
6.6.4 RAHO Product Portfolio
6.6.5 RAHO Recent Developments/Updates
6.7 Sensient Flavors
6.6.1 Sensient Flavors Corporation Information
6.6.2 Sensient Flavors Description and Business Overview
6.6.3 Sensient Flavors Natural Food Color Ingredients Sales, Revenue and Gross Margin (2016-2021)
6.4.4 Sensient Flavors Product Portfolio
6.7.5 Sensient Flavors Recent Developments/Updates
6.8 Dohler Group
6.8.1 Dohler Group Corporation Information
6.8.2 Dohler Group Description and Business Overview
6.8.3 Dohler Group Natural Food Color Ingredients Sales, Revenue and Gross Margin (2016-2021)
6.8.4 Dohler Group Product Portfolio
6.8.5 Dohler Group Recent Developments/Updates

7 Natural Food Color Ingredients Manufacturing Cost Analysis
7.1 Natural Food Color Ingredients Key Raw Materials Analysis
7.1.1 Key Raw Materials
7.1.2 Key Suppliers of Raw Materials
7.2 Proportion of Manufacturing Cost Structure
7.3 Manufacturing Process Analysis of Natural Food Color Ingredients
7.4 Natural Food Color Ingredients Industrial Chain Analysis

8 Marketing Channel, Distributors and Customers
8.1 Marketing Channel
8.2 Natural Food Color Ingredients Distributors List
8.3 Natural Food Color Ingredients Customers

9 Natural Food Color Ingredients Market Dynamics
9.1 Natural Food Color Ingredients Industry Trends
9.2 Natural Food Color Ingredients Growth Drivers
9.3 Natural Food Color Ingredients Market Challenges
9.4 Natural Food Color Ingredients Market Restraints

10 Global Market Forecast
10.1 Natural Food Color Ingredients Market Estimates and Projections by Type
10.1.1 Global Forecasted Sales of Natural Food Color Ingredients by Type (2022-2027)
10.1.2 Global Forecasted Revenue of Natural Food Color Ingredients by Type (2022-2027)
10.2 Natural Food Color Ingredients Market Estimates and Projections by Application
10.2.1 Global Forecasted Sales of Natural Food Color Ingredients by Application (2022-2027)
10.2.2 Global Forecasted Revenue of Natural Food Color Ingredients by Application (2022-2027)
10.3 Natural Food Color Ingredients Market Estimates and Projections by Region
10.3.1 Global Forecasted Sales of Natural Food Color Ingredients by Region (2022-2027)
10.3.2 Global Forecasted Revenue of Natural Food Color Ingredients by Region (2022-2027)

11 Research Finding and Conclusion

12 Methodology and Data Source
12.1 Methodology/Research Approach
12.1.1 Research Programs/Design
12.1.2 Market Size Estimation
12.1.3 Market Breakdown and Data Triangulation
12.2 Data Source
12.2.1 Secondary Sources
12.2.2 Primary Sources
12.3 Author List
12.4 Disclaimer

List of Tables
Table 1. Global Natural Food Color Ingredients Sales (K MT) Growth Rate Comparison by Type (2021-2027)
Table 2. Global Natural Food Color Ingredients Sales (K MT) Comparison by Application (2021-2027)
Table 3. Global Natural Food Color Ingredients Market Size by Region (US$ Million) (2016 VS 2021 VS 2027)
Table 4. Key Manufacturers Natural Food Color Ingredients Covered in This Study
Table 5. Global Natural Food Color Ingredients Sales (K MT) of Key Manufacturers (2016-2021)
Table 6. Global Natural Food Color Ingredients Sales Share by Manufacturers (2016-2021)
Table 7. Global Natural Food Color Ingredients Revenue (US$ Million) by Manufacturers (2016-2021)
Table 8. Global Natural Food Color Ingredients Revenue Share by Manufacturers (2016-2021)
Table 9. Global Market Natural Food Color Ingredients Average Price (USD/MT) of Key Manufacturers (2016-2021)
Table 10. Manufacturers Natural Food Color Ingredients Manufacturing Sites and Area Served
Table 11. Manufacturers Natural Food Color Ingredients Product Type
Table 12. Global Natural Food Color Ingredients Manufacturers Market Concentration Ratio (CR5 and HHI)
Table 13. Global Natural Food Color Ingredients by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Natural Food Color Ingredients as of 2020)
Table 14. Manufacturers Mergers & Acquisitions, Expansion Plans
Table 15. Global Natural Food Color Ingredients Sales by Region (2016-2021) & (K MT)
Table 16. Global Natural Food Color Ingredients Sales Market Share by Region (2016-2021)
Table 17. Global Natural Food Color Ingredients Revenue by Region (2016-2021) & (US$ Million)
Table 18. North America Natural Food Color Ingredients Sales by Country (2016-2021) & (K MT)
Table 19. North America Natural Food Color Ingredients Sales Market Share by Country (2016-2021)
Table 20. North America Natural Food Color Ingredients Revenue by Country (2016-2021) & (US$ Million)
Table 21. North America Natural Food Color Ingredients Revenue Market Share by Country (2016-2021)
Table 22. Europe Natural Food Color Ingredients Sales by Country (2016-2021) & (K MT)
Table 23. Europe Natural Food Color Ingredients Sales Market Share by Country (2016-2021)
Table 24. Europe Natural Food Color Ingredients Revenue by Country (2016-2021) & (US$ Million)
Table 25. Europe Natural Food Color Ingredients Revenue Market Share by Country (2016-2021)
Table 26. Asia Pacific Natural Food Color Ingredients Sales by Region (2016-2021) & (K MT)
Table 27. Asia Pacific Natural Food Color Ingredients Sales Market Share by Region (2016-2021)
Table 28. Asia Pacific Natural Food Color Ingredients Revenue by Region (2016-2021) & (US$ Million)
Table 29. Asia Pacific Natural Food Color Ingredients Revenue Market Share by Region (2016-2021)
Table 30. Latin America Natural Food Color Ingredients Sales by Country (2016-2021) & (K MT)
Table 31. Latin America Natural Food Color Ingredients Sales Market Share by Country (2016-2021)
Table 32. Latin America Natural Food Color Ingredients Revenue by Country (2016-2021) & (US$ Million)
Table 33. Latin America Natural Food Color Ingredients Revenue Market Share by Country (2016-2021)
Table 34. Middle East and Africa Natural Food Color Ingredients Sales by Country (2016-2021) & (K MT)
Table 35. Middle East and Africa Natural Food Color Ingredients Sales Market Share by Country (2016-2021)
Table 36. Middle East and Africa Natural Food Color Ingredients Revenue by Country (2016-2021) & (US$ Million)
Table 37. Middle East and Africa Natural Food Color Ingredients Revenue Market Share by Country (2016-2021)
Table 38. Global Natural Food Color Ingredients Sales (K MT) by Type (2016-2021)
Table 39. Global Natural Food Color Ingredients Sales Market Share by Type (2016-2021)
Table 40. Global Natural Food Color Ingredients Revenue (Million US$) by Type (2016-2021)
Table 41. Global Natural Food Color Ingredients Revenue Share by Type (2016-2021)
Table 42. Global Natural Food Color Ingredients Price (USD/MT) by Type (2016-2021)
Table 43. Global Natural Food Color Ingredients Sales (K MT) by Application (2016-2021)
Table 44. Global Natural Food Color Ingredients Sales Market Share by Application (2016-2021)
Table 45. Global Natural Food Color Ingredients Revenue (Million US$) by Application (2016-2021)
Table 46. Global Natural Food Color Ingredients Revenue Share by Application (2016-2021)
Table 47. Global Natural Food Color Ingredients Price (USD/MT) by Application (2016-2021)
Table 48. ITC Colors Corporation Information
Table 49. ITC Colors Description and Business Overview
Table 50. ITC Colors Natural Food Color Ingredients Sales (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2016-2021)
Table 51. ITC Colors Natural Food Color Ingredients Product
Table 52. ITC Colors Recent Developments/Updates
Table 53. GNT International Corporation Information
Table 54. GNT International Description and Business Overview
Table 55. GNT International Natural Food Color Ingredients Sales (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2016-2021)
Table 56. GNT International Natural Food Color Ingredients Product
Table 57. GNT International Recent Developments/Updates
Table 58. Chr. Hansen Corporation Information
Table 59. Chr. Hansen Description and Business Overview
Table 60. Chr. Hansen Natural Food Color Ingredients Sales (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2016-2021)
Table 61. Chr. Hansen Natural Food Color Ingredients Product
Table 62. Chr. Hansen Recent Developments/Updates
Table 63. Kalsec Corporation Information
Table 64. Kalsec Description and Business Overview
Table 65. Kalsec Natural Food Color Ingredients Sales (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2016-2021)
Table 66. Kalsec Natural Food Color Ingredients Product
Table 67. Kalsec Recent Developments/Updates
Table 68. Naturex Corporation Information
Table 69. Naturex Description and Business Overview
Table 70. Naturex Natural Food Color Ingredients Sales (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2016-2021)
Table 71. Naturex Natural Food Color Ingredients Product
Table 72. Naturex Recent Developments/Updates
Table 73. RAHO Corporation Information
Table 74. RAHO Description and Business Overview
Table 75. RAHO Natural Food Color Ingredients Sales (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2016-2021)
Table 76. RAHO Natural Food Color Ingredients Product
Table 77. RAHO Recent Developments/Updates
Table 78. Sensient Flavors Corporation Information
Table 79. Sensient Flavors Description and Business Overview
Table 80. Sensient Flavors Natural Food Color Ingredients Sales (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2016-2021)
Table 81. Sensient Flavors Natural Food Color Ingredients Product
Table 82. Sensient Flavors Recent Developments/Updates
Table 83. Dohler Group Corporation Information
Table 84. Dohler Group Description and Business Overview
Table 85. Dohler Group Natural Food Color Ingredients Sales (K MT), Revenue (Million US$), Price (USD/MT) and Gross Margin (2016-2021)
Table 86. Dohler Group Natural Food Color Ingredients Product
Table 87. Dohler Group Recent Developments/Updates
Table 88. Production Base and Market Concentration Rate of Raw Material
Table 89. Key Suppliers of Raw Materials
Table 90. Natural Food Color Ingredients Distributors List
Table 91. Natural Food Color Ingredients Customers List
Table 92. Natural Food Color Ingredients Market Trends
Table 93. Natural Food Color Ingredients Growth Drivers
Table 94. Natural Food Color Ingredients Market Restraints
Table 95. Global Natural Food Color Ingredients Sales Forecast by Type (2022-2027) & (K MT)
Table 96. Global Natural Food Color Ingredients Sales Market Share Forecast by Type (2022-2027)
Table 97. Global Natural Food Color Ingredients Revenue Forecast by Type (2022-2027) & (US$ Million)
Table 98. Global Natural Food Color Ingredients Revenue Market Share Forecast by Type (2022-2027)
Table 99. Global Natural Food Color Ingredients Sales Forecast by Application (2022-2027) & (K MT)
Table 100. Global Natural Food Color Ingredients Sales Market Share Forecast by Application (2022-2027)
Table 101. Global Natural Food Color Ingredients Revenue Forecast by Application (2022-2027) & (US$ Million)
Table 102. Global Natural Food Color Ingredients Revenue Market Share Forecast by Application (2022-2027)
Table 103. Global Natural Food Color Ingredients Sales Forecast by Region (2022-2027) & (K MT)
Table 104. Global Natural Food Color Ingredients Sales Market Share Forecast by Region (2022-2027)
Table 105. Global Natural Food Color Ingredients Revenue Forecast by Region (2022-2027) & (US$ Million)
Table 106. Global Natural Food Color Ingredients Revenue Market Share Forecast by Region (2022-2027)
Table 107. Research Programs/Design for This Report
Table 108. Key Data Information from Secondary Sources
Table 109. Key Data Information from Primary Sources
List of Figures
Figure 1. Product Picture of Natural Food Color Ingredients
Figure 2. Global Natural Food Color Ingredients Market Share by Type in 2020 & 2027
Figure 3. Carotenoids Product Picture
Figure 4. Anthocyanin Product Picture
Figure 5. Chlorophyll Product Picture
Figure 6. Spirulina Extract Product Picture
Figure 7. Annatto Product Picture
Figure 8. Curcumin Product Picture
Figure 9. Paprika Product Picture
Figure 10. Global Natural Food Color Ingredients Market Share by Application in 2020 & 2027
Figure 11. Food and Beverages
Figure 12. Pet Food
Figure 13. Others
Figure 14. Global Natural Food Color Ingredients Revenue, (US$ Million), 2016 VS 2021 VS 2027
Figure 15. Global Natural Food Color Ingredients Market Size 2016-2027 (US$ Million)
Figure 16. Global Natural Food Color Ingredients Sales 2016-2027 (K MT)
Figure 17. Global Natural Food Color Ingredients Market Size Market Share by Region: 2016 VS 20210 VS 2027
Figure 18. Natural Food Color Ingredients Sales Share by Manufacturers in 2020
Figure 19. Global Natural Food Color Ingredients Revenue Share by Manufacturers in 2020
Figure 20. The Global 5 and 10 Largest Natural Food Color Ingredients Players: Market Share by Revenue in 2020
Figure 21. Natural Food Color Ingredients Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2016 VS 2021
Figure 22. Global Natural Food Color Ingredients Sales Market Share by Region (2016-2021)
Figure 23. Global Natural Food Color Ingredients Sales Market Share by Region in 2020
Figure 24. Global Natural Food Color Ingredients Revenue Market Share by Region (2016-2021)
Figure 25. Global Natural Food Color Ingredients Revenue Market Share by Region in 2020
Figure 26. U.S. Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 27. Canada Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 28. Germany Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 29. France Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 30. U.K. Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 31. Italy Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 32. Russia Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 33. China Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 34. Japan Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 35. South Korea Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 36. India Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 37. Australia Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 38. Taiwan Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 39. Indonesia Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 40. Thailand Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 41. Malaysia Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 42. Philippines Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 43. Vietnam Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 44. Mexico Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 45. Brazil Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 46. Argentina Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 47. Turkey Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 48. Saudi Arabia Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 49. U.A.E Natural Food Color Ingredients Revenue Growth Rate (2016-2021) (US$ Million)
Figure 50. Sales Market Share of Natural Food Color Ingredients by Type (2016-2021)
Figure 51. Sales Market Share of Natural Food Color Ingredients by Application (2016-2021)
Figure 52. Sales Market Share of Natural Food Color Ingredients by Application in 2020
Figure 53. Revenue Share of Natural Food Color Ingredients by Application (2016-2021)
Figure 54. Revenue Share of Natural Food Color Ingredients by Application in 2020
Figure 55. Manufacturing Cost Structure of Natural Food Color Ingredients
Figure 56. Manufacturing Process Analysis of Natural Food Color Ingredients
Figure 57. Natural Food Color Ingredients Industrial Chain Analysis
Figure 58. Channels of Distribution
Figure 59. Distributors Profiles
Figure 60. Bottom-up and Top-down Approaches for This Report
Figure 61. Data Triangulation
Figure 62. Key Executives Interviewed

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.