Global And United States Geospatial Analytics Market Report & Forecast 2022-2028

1 Study Coverage
1.1 Geospatial Analytics Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million) Introduction
1.2 Global Geospatial Analytics Outlook 2017 VS 2022 VS 2028
1.2.1 Global Geospatial Analytics Market Size for the Year 2017-2028
1.2.2 Global Geospatial Analytics Market Size for the Year 2017-2028
1.3 Geospatial Analytics Market Size, United States VS Global, 2017 VS 2022 VS 2028
1.3.1 The Market Share of United States Geospatial Analytics in Global, 2017 VS 2022 VS 2028
1.3.2 The Growth Rate of Geospatial Analytics Market Size, United States VS Global, 2017 VS 2022 VS 2028
1.4 Geospatial Analytics Market Dynamics
1.4.1 Geospatial Analytics Industry Trends
1.4.2 Geospatial Analytics Market Drivers
1.4.3 Geospatial Analytics Market Challenges
1.4.4 Geospatial Analytics Market Restraints
1.5 Study Objectives
1.6 Years Considered
2 Geospatial Analytics by Type
2.1 Geospatial Analytics Market Segment by Type
2.1.1 Surface & Field Analytics
2.1.2 Network & Location Analytics
2.1.3 Geovisualization
2.2 Global Geospatial Analytics Market Size by Type (2017, 2022 & 2028)
2.3 Global Geospatial Analytics Market Size by Type (2017-2028)
2.4 United States Geospatial Analytics Market Size by Type (2017, 2022 & 2028)
2.5 United States Geospatial Analytics Market Size by Type (2017-2028)
3 Geospatial Analytics by Application
3.1 Geospatial Analytics Market Segment by Application
3.1.1 Agriculture
3.1.2 Geography
3.1.3 Research
3.1.4 Other
3.2 Global Geospatial Analytics Market Size by Application (2017, 2022 & 2028)
3.3 Global Geospatial Analytics Market Size by Application (2017-2028)
3.4 United States Geospatial Analytics Market Size by Application (2017, 2022 & 2028)
3.5 United States Geospatial Analytics Market Size by Application (2017-2028)
4 Global Geospatial Analytics Competitor Landscape by Company
4.1 Global Geospatial Analytics Market Size by Company
4.1.1 Top Global Geospatial Analytics Companies Ranked by Revenue (2021)
4.1.2 Global Geospatial Analytics Revenue by Player (2017-2022)
4.2 Global Geospatial Analytics Concentration Ratio (CR)
4.2.1 Geospatial Analytics Market Concentration Ratio (CR) (2017-2022)
4.2.2 Global Top 5 and Top 10 Largest Companies of Geospatial Analytics in 2021
4.2.3 Global Geospatial Analytics Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
4.3 Global Geospatial Analytics Headquarters, Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million) Type
4.3.1 Global Geospatial Analytics Headquarters and Area Served
4.3.2 Global Geospatial Analytics Companies Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million) Type
4.3.3 Date of International Companies Enter into Geospatial Analytics Market
4.4 Companies Mergers & Acquisitions, Expansion Plans
4.5 United States Geospatial Analytics Market Size by Company
4.5.1 Top Geospatial Analytics Players in United States, Ranked by Revenue (2021)
4.5.2 United States Geospatial Analytics Revenue by Players (2020, 2021 & 2022)
5 Global Geospatial Analytics Market Size by Region
5.1 Global Geospatial Analytics Market Size by Region: 2017 VS 2022 VS 2028
5.2 Global Geospatial Analytics Market Size by Region (2017-2028)
5.2.1 Global Geospatial Analytics Market Size by Region: 2017-2022
5.2.2 Global Geospatial Analytics Market Size by Region (2023-2028)
6 Segment in Region Level & Country Level
6.1 North America
6.1.1 North America Geospatial Analytics Market Size YoY Growth 2017-2028
6.1.2 North America Geospatial Analytics Market Facts & Figures by Country (2017, 2022 & 2028)
6.1.3 U.S.
6.1.4 Canada
6.2 Asia-Pacific
6.2.1 Asia-Pacific Geospatial Analytics Market Size YoY Growth 2017-2028
6.2.2 Asia-Pacific Geospatial Analytics Market Facts & Figures by Region (2017, 2022 & 2028)
6.2.3 China
6.2.4 Japan
6.2.5 South Korea
6.2.6 India
6.2.7 Australia
6.2.8 Taiwan
6.2.9 Indonesia
6.2.10 Thailand
6.2.11 Malaysia
6.2.12 Philippines
6.3 Europe
6.3.1 Europe Geospatial Analytics Market Size YoY Growth 2017-2028
6.3.2 Europe Geospatial Analytics Market Facts & Figures by Country (2017, 2022 & 2028)
6.3.3 Germany
6.3.4 France
6.3.5 U.K.
6.3.6 Italy
6.3.7 Russia
6.4 Latin America
6.4.1 Latin America Geospatial Analytics Market Size YoY Growth 2017-2028
6.4.2 Latin America Geospatial Analytics Market Facts & Figures by Country (2017, 2022 & 2028)
6.4.3 Mexico
6.4.4 Brazil
6.4.5 Argentina
6.5 Middle East and Africa
6.5.1 Middle East and Africa Geospatial Analytics Market Size YoY Growth 2017-2028
6.5.2 Middle East and Africa Geospatial Analytics Market Facts & Figures by Country (2017, 2022 & 2028)
6.5.3 Turkey
6.5.4 Saudi Arabia
6.5.5 UAE
7 Company Profiles
7.1 Esri
7.1.1 Esri Company Details
7.1.2 Esri Business Overview
7.1.3 Esri Geospatial Analytics Introduction
7.1.4 Esri Revenue in Geospatial Analytics Business (2017-2022)
7.1.5 Esri Recent Development
7.2 Pitney Bowes
7.2.1 Pitney Bowes Company Details
7.2.2 Pitney Bowes Business Overview
7.2.3 Pitney Bowes Geospatial Analytics Introduction
7.2.4 Pitney Bowes Revenue in Geospatial Analytics Business (2017-2022)
7.2.5 Pitney Bowes Recent Development
7.3 Oracle
7.3.1 Oracle Company Details
7.3.2 Oracle Business Overview
7.3.3 Oracle Geospatial Analytics Introduction
7.3.4 Oracle Revenue in Geospatial Analytics Business (2017-2022)
7.3.5 Oracle Recent Development
7.4 Sap
7.4.1 Sap Company Details
7.4.2 Sap Business Overview
7.4.3 Sap Geospatial Analytics Introduction
7.4.4 Sap Revenue in Geospatial Analytics Business (2017-2022)
7.4.5 Sap Recent Development
7.5 Alteryx
7.5.1 Alteryx Company Details
7.5.2 Alteryx Business Overview
7.5.3 Alteryx Geospatial Analytics Introduction
7.5.4 Alteryx Revenue in Geospatial Analytics Business (2017-2022)
7.5.5 Alteryx Recent Development
7.6 Hexagon Ab
7.6.1 Hexagon Ab Company Details
7.6.2 Hexagon Ab Business Overview
7.6.3 Hexagon Ab Geospatial Analytics Introduction
7.6.4 Hexagon Ab Revenue in Geospatial Analytics Business (2017-2022)
7.6.5 Hexagon Ab Recent Development
7.7 Digitalglobe
7.7.1 Digitalglobe Company Details
7.7.2 Digitalglobe Business Overview
7.7.3 Digitalglobe Geospatial Analytics Introduction
7.7.4 Digitalglobe Revenue in Geospatial Analytics Business (2017-2022)
7.7.5 Digitalglobe Recent Development
7.8 Trimble
7.8.1 Trimble Company Details
7.8.2 Trimble Business Overview
7.8.3 Trimble Geospatial Analytics Introduction
7.8.4 Trimble Revenue in Geospatial Analytics Business (2017-2022)
7.8.5 Trimble Recent Development
7.9 Maxar Technologies
7.9.1 Maxar Technologies Company Details
7.9.2 Maxar Technologies Business Overview
7.9.3 Maxar Technologies Geospatial Analytics Introduction
7.9.4 Maxar Technologies Revenue in Geospatial Analytics Business (2017-2022)
7.9.5 Maxar Technologies Recent Development
7.10 Maplarge
7.10.1 Maplarge Company Details
7.10.2 Maplarge Business Overview
7.10.3 Maplarge Geospatial Analytics Introduction
7.10.4 Maplarge Revenue in Geospatial Analytics Business (2017-2022)
7.10.5 Maplarge Recent Development
7.11 Harris Corporation
7.11.1 Harris Corporation Company Details
7.11.2 Harris Corporation Business Overview
7.11.3 Harris Corporation Geospatial Analytics Introduction
7.11.4 Harris Corporation Revenue in Geospatial Analytics Business (2017-2022)
7.11.5 Harris Corporation Recent Development
7.12 Bentley Systems
7.12.1 Bentley Systems Company Details
7.12.2 Bentley Systems Business Overview
7.12.3 Bentley Systems Geospatial Analytics Introduction
7.12.4 Bentley Systems Revenue in Geospatial Analytics Business (2017-2022)
7.12.5 Bentley Systems Recent Development
7.13 General Electric
7.13.1 General Electric Company Details
7.13.2 General Electric Business Overview
7.13.3 General Electric Geospatial Analytics Introduction
7.13.4 General Electric Revenue in Geospatial Analytics Business (2017-2022)
7.13.5 General Electric Recent Development
7.14 Google
7.14.1 Google Company Details
7.14.2 Google Business Overview
7.14.3 Google Geospatial Analytics Introduction
7.14.4 Google Revenue in Geospatial Analytics Business (2017-2022)
7.14.5 Google Recent Development
7.15 Rmsi
7.15.1 Rmsi Company Details
7.15.2 Rmsi Business Overview
7.15.3 Rmsi Geospatial Analytics Introduction
7.15.4 Rmsi Revenue in Geospatial Analytics Business (2017-2022)
7.15.5 Rmsi Recent Development
7.16 Fugro
7.16.1 Fugro Company Details
7.16.2 Fugro Business Overview
7.16.3 Fugro Geospatial Analytics Introduction
7.16.4 Fugro Revenue in Geospatial Analytics Business (2017-2022)
7.16.5 Fugro Recent Development
8 Research Findings and Conclusion
9 Appendix
9.1 Research Methodology
9.1.1 Methodology/Research Approach
9.1.2 Data Source
9.2 Author Details
9.3 Disclaimer

List of Tables
Table 1. Geospatial Analytics Market Size United States VS Global, CAGR (2017 VS 2022 VS 2028)
Table 2. Geospatial Analytics Market Trends
Table 3. Geospatial Analytics Market Drivers
Table 4. Geospatial Analytics Market Challenges
Table 5. Geospatial Analytics Market Restraints
Table 6. Global Geospatial Analytics Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million)
Table 7. United States Geospatial Analytics Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million)
Table 8. Global Geospatial Analytics Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million)
Table 9. United States Geospatial Analytics Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million)
Table 10. Top Geospatial Analytics Companies in Global Market, Ranking by Revenue (2021)
Table 11. Global Geospatial Analytics Revenue by Player, (US$ Million), 2017-2022
Table 12. Global Geospatial Analytics Revenue Share by Player, 2017-2022
Table 13. Global Geospatial Analytics Companies Market Concentration Ratio (CR5 and HHI)
Table 14. Global Geospatial Analytics by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Geospatial Analytics as of 2021)
Table 15. Top Players of Geospatial Analytics in Global Market, Headquarters and Area Served
Table 16. Companies Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million) Type
Table 17. Date of International Companies Enter into Geospatial Analytics Market
Table 18. Companies Mergers & Acquisitions, Expansion Plans
Table 19. Top Geospatial Analytics Players in United States Market, Ranking by Revenue (2021)
Table 20. United States Geospatial Analytics Revenue by Players, (US$ Million), 2020, 2021 & 2022
Table 21. United States Geospatial Analytics Revenue Share by Players, 2020, 2021 & 2022
Table 22. Global Geospatial Analytics Market Size by Region (US$ Million): 2017 VS 2022 VS 2028
Table 23. Global Geospatial Analytics Market Size by Region (2017-2022) & (US$ Million)
Table 24. Global Geospatial Analytics Market Size Forecast by Region (2023-2028) & (US$ Million)
Table 25. North America Geospatial Analytics Sales in Value by Country (2017-2028) & (US$ Million)
Table 26. Asia Pacific Geospatial Analytics Sales in Value by Region (2017-2028) & (US$ Million)
Table 27. Europe Geospatial Analytics Sales in Value by Country (2017-2028) & (US$ Million)
Table 28. Latin Americaa Geospatial Analytics Sales in Value by Country (2017-2028) & (US$ Million)
Table 29. Middle East and Africa Geospatial Analytics Sales in Value by Country (2017-2028) & (US$ Million)
Table 30. Esri Company Details
Table 31. Esri Business Overview
Table 32. Esri Geospatial Analytics Product
Table 33. Esri Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 34. Esri Recent Development
Table 35. Pitney Bowes Company Details
Table 36. Pitney Bowes Business Overview
Table 37. Pitney Bowes Geospatial Analytics Product
Table 38. Pitney Bowes Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 39. Pitney Bowes Recent Development
Table 40. Oracle Company Details
Table 41. Oracle Business Overview
Table 42. Oracle Geospatial Analytics Product
Table 43. Oracle Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 44. Oracle Recent Development
Table 45. Sap Company Details
Table 46. Sap Business Overview
Table 47. Sap Geospatial Analytics Product
Table 48. Sap Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 49. Sap Recent Development
Table 50. Alteryx Company Details
Table 51. Alteryx Business Overview
Table 52. Alteryx Geospatial Analytics Product
Table 53. Alteryx Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 54. Alteryx Recent Development
Table 55. Hexagon Ab Company Details
Table 56. Hexagon Ab Business Overview
Table 57. Hexagon Ab Geospatial Analytics Product
Table 58. Hexagon Ab Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 59. Hexagon Ab Recent Development
Table 60. Digitalglobe Company Details
Table 61. Digitalglobe Business Overview
Table 62. Digitalglobe Geospatial Analytics Product
Table 63. Digitalglobe Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 64. Digitalglobe Recent Development
Table 65. Trimble Company Details
Table 66. Trimble Business Overview
Table 67. Trimble Geospatial Analytics Product
Table 68. Trimble Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 69. Trimble Recent Development
Table 70. Maxar Technologies Company Details
Table 71. Maxar Technologies Business Overview
Table 72. Maxar Technologies Geospatial Analytics Product
Table 73. Maxar Technologies Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 74. Maxar Technologies Recent Development
Table 75. Maplarge Company Details
Table 76. Maplarge Business Overview
Table 77. Maplarge Geospatial Analytics Product
Table 78. Maplarge Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 79. Maplarge Recent Development
Table 80. Harris Corporation Company Details
Table 81. Harris Corporation Business Overview
Table 82. Harris Corporation Geospatial Analytics Product
Table 83. Harris Corporation Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 84. Harris Corporation Recent Development
Table 85. Bentley Systems Company Details
Table 86. Bentley Systems Business Overview
Table 87. Bentley Systems Geospatial Analytics Product
Table 88. Bentley Systems Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 89. Bentley Systems Recent Development
Table 90. General Electric Company Details
Table 91. General Electric Business Overview
Table 92. General Electric Geospatial Analytics Product
Table 93. General Electric Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 94. General Electric Recent Development
Table 95. Google Company Details
Table 96. Google Business Overview
Table 97. Google Geospatial Analytics Product
Table 98. Google Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 99. Google Recent Development
Table 100. Rmsi Company Details
Table 101. Rmsi Business Overview
Table 102. Rmsi Geospatial Analytics Product
Table 103. Rmsi Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 104. Rmsi Recent Development
Table 105. Fugro Company Details
Table 106. Fugro Business Overview
Table 107. Fugro Geospatial Analytics Product
Table 108. Fugro Revenue in Geospatial Analytics Business (2017-2022) & (US$ Million)
Table 109. Fugro Recent Development
Table 110. Research Programs/Design for This Report
Table 111. Key Data Information from Secondary Sources
Table 112. Key Data Information from Primary Sources
List of Figures
Figure 1. Geospatial Analytics Product Picture
Figure 2. Global Geospatial Analytics Market Size, (US$ Million), 2017 VS 2022 VS 2028
Figure 3. Global Geospatial Analytics Market Size 2017-2028 (US$ Million)
Figure 4. United States Geospatial Analytics Market Size, (US$ Million), 2017 VS 2022 VS 2028
Figure 5. United States Geospatial Analytics Market Size 2017-2028 (US$ Million)
Figure 6. United States Geospatial Analytics Market Share in Global 2017-2028
Figure 7. Geospatial Analytics Report Years Considered
Figure 8. Product Picture of Surface & Field Analytics
Figure 9. Product Picture of Network & Location Analytics
Figure 10. Product Picture of Geovisualization
Figure 11. Global Geospatial Analytics Market Share by Type in 2022 & 2028
Figure 12. Global Geospatial Analytics Market Size by Type (2017-2028) & (US$ Million)
Figure 13. Global Geospatial Analytics Market Share by Type (2017-2028)
Figure 14. United States Geospatial Analytics Market Share by Type in 2022 & 2028
Figure 15. United States Geospatial Analytics Market Size by Type (2017-2028) & (US$ Million)
Figure 16. United States Geospatial Analytics Market Share by Type (2017-2028)
Figure 17. Product Picture of Agriculture
Figure 18. Product Picture of Geography
Figure 19. Product Picture of Research
Figure 20. Product Picture of Other
Figure 21. Global Geospatial Analytics Market Share by Application in 2022 & 2028
Figure 22. Global Geospatial Analytics Market Size by Application (2017-2028) & (US$ Million)
Figure 23. Global Geospatial Analytics Market Share by Application (2017-2028)
Figure 24. United States Geospatial Analytics Market Share by Application in 2022 & 2028
Figure 25. United States Geospatial Analytics Market Size by Application (2017-2028) & (US$ Million)
Figure 26. United States Geospatial Analytics Market Share by Application (2017-2028)
Figure 27. North America Geospatial Analytics Market Size Growth Rate 2017-2028 (US$ Million)
Figure 28. U.S. Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 29. Canada Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 30. Europe Geospatial Analytics Market Size Growth Rate 2017-2028 (US$ Million)
Figure 31. Germany Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 32. France Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 33. U.K. Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 34. Italy Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 35. Russia Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 36. Asia-Pacific Geospatial Analytics Market Size Growth Rate 2017-2028 (US$ Million)
Figure 37. China Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 38. Japan Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 39. South Korea Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 40. India Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 41. Australia Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 42. Taiwan Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 43. Indonesia Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 44. Thailand Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 45. Malaysia Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 46. Philippines Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 47. Latin America Geospatial Analytics Market Size Growth Rate 2017-2028 (US$ Million)
Figure 48. Mexico Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 49. Brazil Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 50. Argentina Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 51. Middle East & Africa Geospatial Analytics Market Size Growth Rate 2017-2028 (US$ Million)
Figure 52. Turkey Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 53. Saudi Arabia Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 54. UAE Geospatial Analytics Market Size Growth Rate (2017-2028) & (US$ Million)
Figure 55. Esri Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 56. Pitney Bowes Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 57. Oracle Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 58. Sap Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 59. Alteryx Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 60. Hexagon Ab Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 61. Digitalglobe Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 62. Trimble Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 63. Maxar Technologies Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 64. Maplarge Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 65. Harris Corporation Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 66. Bentley Systems Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 67. General Electric Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 68. Google Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 69. Rmsi Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 70. Fugro Revenue Growth Rate in Geospatial Analytics Business (2017-2022)
Figure 71. Bottom-up and Top-down Approaches for This Report
Figure 72. Data Triangulation
Figure 73. 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.