Global Ice Cream Market Research Report 2021

1 Ice Cream Market Overview
1.1 Product Overview and Scope of Ice Cream
1.2 Ice Cream Segment by Type
1.2.1 Global Ice Cream Sales Growth Rate Comparison by Type (2021-2027)
1.2.2 Soft Ice Cream
1.2.3 Hard Ice Cream
1.3 Ice Cream Segment by Application
1.3.1 Ice Cream Sales Comparison by Application: (2021-2027)
1.3.2 Commercial
1.3.3 Residential
1.4 Global Ice Cream Market Size Estimates and Forecasts
1.4.1 Global Ice Cream Revenue 2016-2027
1.4.2 Global Ice Cream Sales 2016-2027
1.4.3 Ice Cream Market Size by Region: 2016 Versus 2021 Versus 2027

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

3 Ice Cream Retrospective Market Scenario by Region
3.1 Global Ice Cream Retrospective Market Scenario in Revenue by Region: 2016-2021
3.2 Global Ice Cream Retrospective Market Scenario in Sales by Region: 2016-2021
3.3 North America Ice Cream Market Facts & Figures by Country
3.3.1 North America Ice Cream Sales by Country
3.3.2 North America Ice Cream Revenue by Country
3.3.3 U.S.
3.3.4 Canada
3.4 Europe Ice Cream Market Facts & Figures by Country
3.4.1 Europe Ice Cream Sales by Country
3.4.2 Europe Ice Cream 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 Ice Cream Market Facts & Figures by Region
3.5.1 Asia Pacific Ice Cream Sales by Region
3.5.2 Asia Pacific Ice Cream 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 Ice Cream Market Facts & Figures by Country
3.6.1 Latin America Ice Cream Sales by Country
3.6.2 Latin America Ice Cream Revenue by Country
3.6.3 Mexico
3.6.4 Brazil
3.6.5 Argentina
3.7 Middle East and Africa Ice Cream Market Facts & Figures by Country
3.7.1 Middle East and Africa Ice Cream Sales by Country
3.7.2 Middle East and Africa Ice Cream Revenue by Country
3.7.3 Turkey
3.7.4 Saudi Arabia
3.7.5 U.A.E
4 Global Ice Cream Historic Market Analysis by Type
4.1 Global Ice Cream Sales Market Share by Type (2016-2021)
4.2 Global Ice Cream Revenue Market Share by Type (2016-2021)
4.3 Global Ice Cream Price by Type (2016-2021)

5 Global Ice Cream Historic Market Analysis by Application
5.1 Global Ice Cream Sales Market Share by Application (2016-2021)
5.2 Global Ice Cream Revenue Market Share by Application (2016-2021)
5.3 Global Ice Cream Price by Application (2016-2021)

6 Key Companies Profiled
6.1 Unilever
6.1.1 Unilever Corporation Information
6.1.2 Unilever Description and Business Overview
6.1.3 Unilever Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.1.4 Unilever Product Portfolio
6.1.5 Unilever Recent Developments/Updates
6.2 Nestlé
6.2.1 Nestlé Corporation Information
6.2.2 Nestlé Description and Business Overview
6.2.3 Nestlé Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.2.4 Nestlé Product Portfolio
6.2.5 Nestlé Recent Developments/Updates
6.3 Lotte Confectionary
6.3.1 Lotte Confectionary Corporation Information
6.3.2 Lotte Confectionary Description and Business Overview
6.3.3 Lotte Confectionary Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.3.4 Lotte Confectionary Product Portfolio
6.3.5 Lotte Confectionary Recent Developments/Updates
6.4 Dean Foods
6.4.1 Dean Foods Corporation Information
6.4.2 Dean Foods Description and Business Overview
6.4.3 Dean Foods Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.4.4 Dean Foods Product Portfolio
6.4.5 Dean Foods Recent Developments/Updates
6.5 General Mills
6.5.1 General Mills Corporation Information
6.5.2 General Mills Description and Business Overview
6.5.3 General Mills Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.5.4 General Mills Product Portfolio
6.5.5 General Mills Recent Developments/Updates
6.6 Mars
6.6.1 Mars Corporation Information
6.6.2 Mars Description and Business Overview
6.6.3 Mars Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.6.4 Mars Product Portfolio
6.6.5 Mars Recent Developments/Updates
6.7 Yili Group
6.6.1 Yili Group Corporation Information
6.6.2 Yili Group Description and Business Overview
6.6.3 Yili Group Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.4.4 Yili Group Product Portfolio
6.7.5 Yili Group Recent Developments/Updates
6.8 Morinaga
6.8.1 Morinaga Corporation Information
6.8.2 Morinaga Description and Business Overview
6.8.3 Morinaga Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.8.4 Morinaga Product Portfolio
6.8.5 Morinaga Recent Developments/Updates
6.9 Meiji
6.9.1 Meiji Corporation Information
6.9.2 Meiji Description and Business Overview
6.9.3 Meiji Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.9.4 Meiji Product Portfolio
6.9.5 Meiji Recent Developments/Updates
6.10 Mengniu
6.10.1 Mengniu Corporation Information
6.10.2 Mengniu Description and Business Overview
6.10.3 Mengniu Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.10.4 Mengniu Product Portfolio
6.10.5 Mengniu Recent Developments/Updates
6.11 Turkey Hill
6.11.1 Turkey Hill Corporation Information
6.11.2 Turkey Hill Ice Cream Description and Business Overview
6.11.3 Turkey Hill Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.11.4 Turkey Hill Product Portfolio
6.11.5 Turkey Hill Recent Developments/Updates
6.12 Blue Bell Creameries
6.12.1 Blue Bell Creameries Corporation Information
6.12.2 Blue Bell Creameries Ice Cream Description and Business Overview
6.12.3 Blue Bell Creameries Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.12.4 Blue Bell Creameries Product Portfolio
6.12.5 Blue Bell Creameries Recent Developments/Updates
6.13 Amul
6.13.1 Amul Corporation Information
6.13.2 Amul Ice Cream Description and Business Overview
6.13.3 Amul Ice Cream Sales, Revenue and Gross Margin (2016-2021)
6.13.4 Amul Product Portfolio
6.13.5 Amul Recent Developments/Updates

7 Ice Cream Manufacturing Cost Analysis
7.1 Ice Cream 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 Ice Cream
7.4 Ice Cream Industrial Chain Analysis

8 Marketing Channel, Distributors and Customers
8.1 Marketing Channel
8.2 Ice Cream Distributors List
8.3 Ice Cream Customers

9 Ice Cream Market Dynamics
9.1 Ice Cream Industry Trends
9.2 Ice Cream Growth Drivers
9.3 Ice Cream Market Challenges
9.4 Ice Cream Market Restraints

10 Global Market Forecast
10.1 Ice Cream Market Estimates and Projections by Type
10.1.1 Global Forecasted Sales of Ice Cream by Type (2022-2027)
10.1.2 Global Forecasted Revenue of Ice Cream by Type (2022-2027)
10.2 Ice Cream Market Estimates and Projections by Application
10.2.1 Global Forecasted Sales of Ice Cream by Application (2022-2027)
10.2.2 Global Forecasted Revenue of Ice Cream by Application (2022-2027)
10.3 Ice Cream Market Estimates and Projections by Region
10.3.1 Global Forecasted Sales of Ice Cream by Region (2022-2027)
10.3.2 Global Forecasted Revenue of Ice Cream 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 Ice Cream Sales (M L) Growth Rate Comparison by Type (2021-2027)
Table 2. Global Ice Cream Sales (M L) Comparison by Application (2021-2027)
Table 3. Global Ice Cream Market Size by Region (US$ Million) (2016 VS 2021 VS 2027)
Table 4. Key Manufacturers Ice Cream Covered in This Study
Table 5. Global Ice Cream Sales (M L) of Key Manufacturers (2016-2021)
Table 6. Global Ice Cream Sales Share by Manufacturers (2016-2021)
Table 7. Global Ice Cream Revenue (US$ Million) by Manufacturers (2016-2021)
Table 8. Global Ice Cream Revenue Share by Manufacturers (2016-2021)
Table 9. Global Market Ice Cream Average Price (USD/L) of Key Manufacturers (2016-2021)
Table 10. Manufacturers Ice Cream Manufacturing Sites and Area Served
Table 11. Manufacturers Ice Cream Product Type
Table 12. Global Ice Cream Manufacturers Market Concentration Ratio (CR5 and HHI)
Table 13. Global Ice Cream by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Ice Cream as of 2020)
Table 14. Manufacturers Mergers & Acquisitions, Expansion Plans
Table 15. Global Ice Cream Sales by Region (2016-2021) & (M L)
Table 16. Global Ice Cream Sales Market Share by Region (2016-2021)
Table 17. Global Ice Cream Revenue by Region (2016-2021) & (US$ Million)
Table 18. North America Ice Cream Sales by Country (2016-2021) & (M L)
Table 19. North America Ice Cream Sales Market Share by Country (2016-2021)
Table 20. North America Ice Cream Revenue by Country (2016-2021) & (US$ Million)
Table 21. North America Ice Cream Revenue Market Share by Country (2016-2021)
Table 22. Europe Ice Cream Sales by Country (2016-2021) & (M L)
Table 23. Europe Ice Cream Sales Market Share by Country (2016-2021)
Table 24. Europe Ice Cream Revenue by Country (2016-2021) & (US$ Million)
Table 25. Europe Ice Cream Revenue Market Share by Country (2016-2021)
Table 26. Asia Pacific Ice Cream Sales by Region (2016-2021) & (M L)
Table 27. Asia Pacific Ice Cream Sales Market Share by Region (2016-2021)
Table 28. Asia Pacific Ice Cream Revenue by Region (2016-2021) & (US$ Million)
Table 29. Asia Pacific Ice Cream Revenue Market Share by Region (2016-2021)
Table 30. Latin America Ice Cream Sales by Country (2016-2021) & (M L)
Table 31. Latin America Ice Cream Sales Market Share by Country (2016-2021)
Table 32. Latin America Ice Cream Revenue by Country (2016-2021) & (US$ Million)
Table 33. Latin America Ice Cream Revenue Market Share by Country (2016-2021)
Table 34. Middle East and Africa Ice Cream Sales by Country (2016-2021) & (M L)
Table 35. Middle East and Africa Ice Cream Sales Market Share by Country (2016-2021)
Table 36. Middle East and Africa Ice Cream Revenue by Country (2016-2021) & (US$ Million)
Table 37. Middle East and Africa Ice Cream Revenue Market Share by Country (2016-2021)
Table 38. Global Ice Cream Sales (M L) by Type (2016-2021)
Table 39. Global Ice Cream Sales Market Share by Type (2016-2021)
Table 40. Global Ice Cream Revenue (Million US$) by Type (2016-2021)
Table 41. Global Ice Cream Revenue Share by Type (2016-2021)
Table 42. Global Ice Cream Price (USD/L) by Type (2016-2021)
Table 43. Global Ice Cream Sales (M L) by Application (2016-2021)
Table 44. Global Ice Cream Sales Market Share by Application (2016-2021)
Table 45. Global Ice Cream Revenue (Million US$) by Application (2016-2021)
Table 46. Global Ice Cream Revenue Share by Application (2016-2021)
Table 47. Global Ice Cream Price (USD/L) by Application (2016-2021)
Table 48. Unilever Corporation Information
Table 49. Unilever Description and Business Overview
Table 50. Unilever Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 51. Unilever Ice Cream Product
Table 52. Unilever Recent Developments/Updates
Table 53. Nestlé Corporation Information
Table 54. Nestlé Description and Business Overview
Table 55. Nestlé Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 56. Nestlé Ice Cream Product
Table 57. Nestlé Recent Developments/Updates
Table 58. Lotte Confectionary Corporation Information
Table 59. Lotte Confectionary Description and Business Overview
Table 60. Lotte Confectionary Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 61. Lotte Confectionary Ice Cream Product
Table 62. Lotte Confectionary Recent Developments/Updates
Table 63. Dean Foods Corporation Information
Table 64. Dean Foods Description and Business Overview
Table 65. Dean Foods Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 66. Dean Foods Ice Cream Product
Table 67. Dean Foods Recent Developments/Updates
Table 68. General Mills Corporation Information
Table 69. General Mills Description and Business Overview
Table 70. General Mills Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 71. General Mills Ice Cream Product
Table 72. General Mills Recent Developments/Updates
Table 73. Mars Corporation Information
Table 74. Mars Description and Business Overview
Table 75. Mars Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 76. Mars Ice Cream Product
Table 77. Mars Recent Developments/Updates
Table 78. Yili Group Corporation Information
Table 79. Yili Group Description and Business Overview
Table 80. Yili Group Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 81. Yili Group Ice Cream Product
Table 82. Yili Group Recent Developments/Updates
Table 83. Morinaga Corporation Information
Table 84. Morinaga Description and Business Overview
Table 85. Morinaga Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 86. Morinaga Ice Cream Product
Table 87. Morinaga Recent Developments/Updates
Table 88. Meiji Corporation Information
Table 89. Meiji Description and Business Overview
Table 90. Meiji Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 91. Meiji Ice Cream Product
Table 92. Meiji Recent Developments/Updates
Table 93. Mengniu Corporation Information
Table 94. Mengniu Description and Business Overview
Table 95. Mengniu Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 96. Mengniu Ice Cream Product
Table 97. Mengniu Recent Developments/Updates
Table 98. Turkey Hill Corporation Information
Table 99. Turkey Hill Description and Business Overview
Table 100. Turkey Hill Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 101. Turkey Hill Ice Cream Product
Table 102. Turkey Hill Recent Developments/Updates
Table 103. Blue Bell Creameries Corporation Information
Table 104. Blue Bell Creameries Description and Business Overview
Table 105. Blue Bell Creameries Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 106. Blue Bell Creameries Ice Cream Product
Table 107. Blue Bell Creameries Recent Developments/Updates
Table 108. Amul Corporation Information
Table 109. Amul Description and Business Overview
Table 110. Amul Ice Cream Sales (M L), Revenue (Million US$), Price (USD/L) and Gross Margin (2016-2021)
Table 111. Amul Ice Cream Product
Table 112. Amul Recent Developments/Updates
Table 113. Production Base and Market Concentration Rate of Raw Material
Table 114. Key Suppliers of Raw Materials
Table 115. Ice Cream Distributors List
Table 116. Ice Cream Customers List
Table 117. Ice Cream Market Trends
Table 118. Ice Cream Growth Drivers
Table 119. Ice Cream Market Restraints
Table 120. Global Ice Cream Sales Forecast by Type (2022-2027) & (M L)
Table 121. Global Ice Cream Sales Market Share Forecast by Type (2022-2027)
Table 122. Global Ice Cream Revenue Forecast by Type (2022-2027) & (US$ Million)
Table 123. Global Ice Cream Revenue Market Share Forecast by Type (2022-2027)
Table 124. Global Ice Cream Sales Forecast by Application (2022-2027) & (M L)
Table 125. Global Ice Cream Sales Market Share Forecast by Application (2022-2027)
Table 126. Global Ice Cream Revenue Forecast by Application (2022-2027) & (US$ Million)
Table 127. Global Ice Cream Revenue Market Share Forecast by Application (2022-2027)
Table 128. Global Ice Cream Sales Forecast by Region (2022-2027) & (M L)
Table 129. Global Ice Cream Sales Market Share Forecast by Region (2022-2027)
Table 130. Global Ice Cream Revenue Forecast by Region (2022-2027) & (US$ Million)
Table 131. Global Ice Cream Revenue Market Share Forecast by Region (2022-2027)
Table 132. Research Programs/Design for This Report
Table 133. Key Data Information from Secondary Sources
Table 134. Key Data Information from Primary Sources
List of Figures
Figure 1. Product Picture of Ice Cream
Figure 2. Global Ice Cream Market Share by Type in 2020 & 2027
Figure 3. Soft Ice Cream Product Picture
Figure 4. Hard Ice Cream Product Picture
Figure 5. Global Ice Cream Market Share by Application in 2020 & 2027
Figure 6. Commercial
Figure 7. Residential
Figure 8. Global Ice Cream Revenue, (US$ Million), 2016 VS 2021 VS 2027
Figure 9. Global Ice Cream Market Size 2016-2027 (US$ Million)
Figure 10. Global Ice Cream Sales 2016-2027 (M L)
Figure 11. Global Ice Cream Market Size Market Share by Region: 2016 VS 20210 VS 2027
Figure 12. Ice Cream Sales Share by Manufacturers in 2020
Figure 13. Global Ice Cream Revenue Share by Manufacturers in 2020
Figure 14. The Global 5 and 10 Largest Ice Cream Players: Market Share by Revenue in 2020
Figure 15. Ice Cream Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2016 VS 2021
Figure 16. Global Ice Cream Sales Market Share by Region (2016-2021)
Figure 17. Global Ice Cream Sales Market Share by Region in 2020
Figure 18. Global Ice Cream Revenue Market Share by Region (2016-2021)
Figure 19. Global Ice Cream Revenue Market Share by Region in 2020
Figure 20. U.S. Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 21. Canada Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 22. Germany Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 23. France Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 24. U.K. Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 25. Italy Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 26. Russia Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 27. China Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 28. Japan Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 29. South Korea Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 30. India Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 31. Australia Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 32. Taiwan Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 33. Indonesia Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 34. Thailand Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 35. Malaysia Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 36. Philippines Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 37. Vietnam Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 38. Mexico Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 39. Brazil Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 40. Argentina Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 41. Turkey Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 42. Saudi Arabia Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 43. U.A.E Ice Cream Revenue Growth Rate (2016-2021) (US$ Million)
Figure 44. Sales Market Share of Ice Cream by Type (2016-2021)
Figure 45. Sales Market Share of Ice Cream by Application (2016-2021)
Figure 46. Sales Market Share of Ice Cream by Application in 2020
Figure 47. Revenue Share of Ice Cream by Application (2016-2021)
Figure 48. Revenue Share of Ice Cream by Application in 2020
Figure 49. Manufacturing Cost Structure of Ice Cream
Figure 50. Manufacturing Process Analysis of Ice Cream
Figure 51. Ice Cream Industrial Chain Analysis
Figure 52. Channels of Distribution
Figure 53. Distributors Profiles
Figure 54. Bottom-up and Top-down Approaches for This Report
Figure 55. Data Triangulation
Figure 56. 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.