Global M2M Services In Retail Market Insights And Forecast To 2028

1 Report Business Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global M2M Services in Retail Market Size Growth Rate by Type, 2017 VS 2021 VS 2028
1.2.2 Remote Device Management
1.2.3 Managed Service
1.2.4 Professional Service
1.3 Market by Application
1.3.1 Global M2M Services in Retail Market Size Growth Rate by Application, 2017 VS 2021 VS 2028
1.3.2 POS Terminals
1.3.3 Vending Machines
1.3.4 ATMs
1.3.5 Smart Parking Meters
1.3.6 Fare Ticketing Devices
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global M2M Services in Retail Market Perspective (2017-2028)
2.2 M2M Services in Retail Growth Trends by Region
2.2.1 M2M Services in Retail Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 M2M Services in Retail Historic Market Size by Region (2017-2022)
2.2.3 M2M Services in Retail Forecasted Market Size by Region (2023-2028)
2.3 M2M Services in Retail Market Dynamics
2.3.1 M2M Services in Retail Industry Trends
2.3.2 M2M Services in Retail Market Drivers
2.3.3 M2M Services in Retail Market Challenges
2.3.4 M2M Services in Retail Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top M2M Services in Retail Players by Revenue
3.1.1 Global Top M2M Services in Retail Players by Revenue (2017-2022)
3.1.2 Global M2M Services in Retail Revenue Market Share by Players (2017-2022)
3.2 Global M2M Services in Retail Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by M2M Services in Retail Revenue
3.4 Global M2M Services in Retail Market Concentration Ratio
3.4.1 Global M2M Services in Retail Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by M2M Services in Retail Revenue in 2021
3.5 M2M Services in Retail Key Players Head office and Area Served
3.6 Key Players M2M Services in Retail Product Solution and Service
3.7 Date of Enter into M2M Services in Retail Market
3.8 Mergers & Acquisitions, Expansion Plans
4 M2M Services in Retail Breakdown Data by Type
4.1 Global M2M Services in Retail Historic Market Size by Type (2017-2022)
4.2 Global M2M Services in Retail Forecasted Market Size by Type (2023-2028)
5 M2M Services in Retail Breakdown Data by Application
5.1 Global M2M Services in Retail Historic Market Size by Application (2017-2022)
5.2 Global M2M Services in Retail Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America M2M Services in Retail Market Size (2017-2028)
6.2 North America M2M Services in Retail Market Size by Type
6.2.1 North America M2M Services in Retail Market Size by Type (2017-2022)
6.2.2 North America M2M Services in Retail Market Size by Type (2023-2028)
6.2.3 North America M2M Services in Retail Market Share by Type (2017-2028)
6.3 North America M2M Services in Retail Market Size by Application
6.3.1 North America M2M Services in Retail Market Size by Application (2017-2022)
6.3.2 North America M2M Services in Retail Market Size by Application (2023-2028)
6.3.3 North America M2M Services in Retail Market Share by Application (2017-2028)
6.4 North America M2M Services in Retail Market Size by Country
6.4.1 North America M2M Services in Retail Market Size by Country (2017-2022)
6.4.2 North America M2M Services in Retail Market Size by Country (2023-2028)
6.4.3 U.S.
6.4.4 Canada
7 Europe
7.1 Europe M2M Services in Retail Market Size (2017-2028)
7.2 Europe M2M Services in Retail Market Size by Type
7.2.1 Europe M2M Services in Retail Market Size by Type (2017-2022)
7.2.2 Europe M2M Services in Retail Market Size by Type (2023-2028)
7.2.3 Europe M2M Services in Retail Market Share by Type (2017-2028)
7.3 Europe M2M Services in Retail Market Size by Application
7.3.1 Europe M2M Services in Retail Market Size by Application (2017-2022)
7.3.2 Europe M2M Services in Retail Market Size by Application (2023-2028)
7.3.3 Europe M2M Services in Retail Market Share by Application (2017-2028)
7.4 Europe M2M Services in Retail Market Size by Country
7.4.1 Europe M2M Services in Retail Market Size by Country (2017-2022)
7.4.2 Europe M2M Services in Retail Market Size by Country (2023-2028)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific M2M Services in Retail Market Size (2017-2028)
8.2 Asia-Pacific M2M Services in Retail Market Size by Type
8.2.1 Asia-Pacific M2M Services in Retail Market Size by Type (2017-2022)
8.2.2 Asia-Pacific M2M Services in Retail Market Size by Type (2023-2028)
8.2.3 Asia-Pacific M2M Services in Retail Market Share by Type (2017-2028)
8.3 Asia-Pacific M2M Services in Retail Market Size by Application
8.3.1 Asia-Pacific M2M Services in Retail Market Size by Application (2017-2022)
8.3.2 Asia-Pacific M2M Services in Retail Market Size by Application (2023-2028)
8.3.3 Asia-Pacific M2M Services in Retail Market Share by Application (2017-2028)
8.4 Asia-Pacific M2M Services in Retail Market Size by Region
8.4.1 Asia-Pacific M2M Services in Retail Market Size by Region (2017-2022)
8.4.2 Asia-Pacific M2M Services in Retail Market Size by Region (2023-2028)
8.4.3 China
8.4.4 Japan
8.4.5 South Korea
8.4.6 Southeast Asia
8.4.7 India
8.4.8 Australia
9 Latin America
9.1 Latin America M2M Services in Retail Market Size (2017-2028)
9.2 Latin America M2M Services in Retail Market Size by Type
9.2.1 Latin America M2M Services in Retail Market Size by Type (2017-2022)
9.2.2 Latin America M2M Services in Retail Market Size by Type (2023-2028)
9.2.3 Latin America M2M Services in Retail Market Share by Type (2017-2028)
9.3 Latin America M2M Services in Retail Market Size by Application
9.3.1 Latin America M2M Services in Retail Market Size by Application (2017-2022)
9.3.2 Latin America M2M Services in Retail Market Size by Application (2023-2028)
9.3.3 Latin America M2M Services in Retail Market Share by Application (2017-2028)
9.4 Latin America M2M Services in Retail Market Size by Country
9.4.1 Latin America M2M Services in Retail Market Size by Country (2017-2022)
9.4.2 Latin America M2M Services in Retail Market Size by Country (2023-2028)
9.4.3 Mexico
9.4.4 Brazil
10 Middle East & Africa
10.1 Middle East & Africa M2M Services in Retail Market Size (2017-2028)
10.2 Middle East & Africa M2M Services in Retail Market Size by Type
10.2.1 Middle East & Africa M2M Services in Retail Market Size by Type (2017-2022)
10.2.2 Middle East & Africa M2M Services in Retail Market Size by Type (2023-2028)
10.2.3 Middle East & Africa M2M Services in Retail Market Share by Type (2017-2028)
10.3 Middle East & Africa M2M Services in Retail Market Size by Application
10.3.1 Middle East & Africa M2M Services in Retail Market Size by Application (2017-2022)
10.3.2 Middle East & Africa M2M Services in Retail Market Size by Application (2023-2028)
10.3.3 Middle East & Africa M2M Services in Retail Market Share by Application (2017-2028)
10.4 Middle East & Africa M2M Services in Retail Market Size by Country
10.4.1 Middle East & Africa M2M Services in Retail Market Size by Country (2017-2022)
10.4.2 Middle East & Africa M2M Services in Retail Market Size by Country (2023-2028)
10.4.3 Turkey
10.4.4 Saudi Arabia
10.4.5 UAE
11 Key Players Profiles
11.1 AT&T
11.1.1 AT&T Company Details
11.1.2 AT&T Business Overview
11.1.3 AT&T M2M Services in Retail Introduction
11.1.4 AT&T Revenue in M2M Services in Retail Business (2017-2022)
11.1.5 AT&T Recent Developments
11.2 Rogers Communications
11.2.1 Rogers Communications Company Details
11.2.2 Rogers Communications Business Overview
11.2.3 Rogers Communications M2M Services in Retail Introduction
11.2.4 Rogers Communications Revenue in M2M Services in Retail Business (2017-2022)
11.2.5 Rogers Communications Recent Developments
11.3 Verizon Communications
11.3.1 Verizon Communications Company Details
11.3.2 Verizon Communications Business Overview
11.3.3 Verizon Communications M2M Services in Retail Introduction
11.3.4 Verizon Communications Revenue in M2M Services in Retail Business (2017-2022)
11.3.5 Verizon Communications Recent Developments
11.4 Vodafone
11.4.1 Vodafone Company Details
11.4.2 Vodafone Business Overview
11.4.3 Vodafone M2M Services in Retail Introduction
11.4.4 Vodafone Revenue in M2M Services in Retail Business (2017-2022)
11.4.5 Vodafone Recent Developments
11.5 Cantaloupe Systems
11.5.1 Cantaloupe Systems Company Details
11.5.2 Cantaloupe Systems Business Overview
11.5.3 Cantaloupe Systems M2M Services in Retail Introduction
11.5.4 Cantaloupe Systems Revenue in M2M Services in Retail Business (2017-2022)
11.5.5 Cantaloupe Systems Recent Developments
11.6 Carriots
11.6.1 Carriots Company Details
11.6.2 Carriots Business Overview
11.6.3 Carriots M2M Services in Retail Introduction
11.6.4 Carriots Revenue in M2M Services in Retail Business (2017-2022)
11.6.5 Carriots Recent Developments
11.7 CCV
11.7.1 CCV Company Details
11.7.2 CCV Business Overview
11.7.3 CCV M2M Services in Retail Introduction
11.7.4 CCV Revenue in M2M Services in Retail Business (2017-2022)
11.7.5 CCV Recent Developments
11.8 Coinco
11.8.1 Coinco Company Details
11.8.2 Coinco Business Overview
11.8.3 Coinco M2M Services in Retail Introduction
11.8.4 Coinco Revenue in M2M Services in Retail Business (2017-2022)
11.8.5 Coinco Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Author Details
13.3 Disclaimer

List of Tables
Table 1. Global M2M Services in Retail Market Size Growth Rate by Type (US$ Million), 2017 VS 2021 VS 2028
Table 2. Key Players of Remote Device Management
Table 3. Key Players of Managed Service
Table 4. Key Players of Professional Service
Table 5. Global M2M Services in Retail Market Size Growth Rate by Application (US$ Million), 2017 VS 2021 VS 2028
Table 6. Global M2M Services in Retail Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 7. Global M2M Services in Retail Market Size by Region (2017-2022) & (US$ Million)
Table 8. Global M2M Services in Retail Market Share by Region (2017-2022)
Table 9. Global M2M Services in Retail Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 10. Global M2M Services in Retail Market Share by Region (2023-2028)
Table 11. M2M Services in Retail Market Trends
Table 12. M2M Services in Retail Market Drivers
Table 13. M2M Services in Retail Market Challenges
Table 14. M2M Services in Retail Market Restraints
Table 15. Global M2M Services in Retail Revenue by Players (2017-2022) & (US$ Million)
Table 16. Global M2M Services in Retail Revenue Share by Players (2017-2022)
Table 17. Global Top M2M Services in Retail by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in M2M Services in Retail as of 2021)
Table 18. Ranking of Global Top M2M Services in Retail Companies by Revenue (US$ Million) in 2021
Table 19. Global 5 Largest Players Market Share by M2M Services in Retail Revenue (CR5 and HHI) & (2017-2022)
Table 20. Key Players Headquarters and Area Served
Table 21. Key Players M2M Services in Retail Product Solution and Service
Table 22. Date of Enter into M2M Services in Retail Market
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global M2M Services in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 25. Global M2M Services in Retail Revenue Market Share by Type (2017-2022)
Table 26. Global M2M Services in Retail Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 27. Global M2M Services in Retail Revenue Market Share by Type (2023-2028)
Table 28. Global M2M Services in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 29. Global M2M Services in Retail Revenue Share by Application (2017-2022)
Table 30. Global M2M Services in Retail Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 31. Global M2M Services in Retail Revenue Share by Application (2023-2028)
Table 32. North America M2M Services in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 33. North America M2M Services in Retail Market Size by Type (2023-2028) & (US$ Million)
Table 34. North America M2M Services in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 35. North America M2M Services in Retail Market Size by Application (2023-2028) & (US$ Million)
Table 36. North America M2M Services in Retail Market Size by Country (2017-2022) & (US$ Million)
Table 37. North America M2M Services in Retail Market Size by Country (2023-2028) & (US$ Million)
Table 38. Europe M2M Services in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 39. Europe M2M Services in Retail Market Size by Type (2023-2028) & (US$ Million)
Table 40. Europe M2M Services in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 41. Europe M2M Services in Retail Market Size by Application (2023-2028) & (US$ Million)
Table 42. Europe M2M Services in Retail Market Size by Country (2017-2022) & (US$ Million)
Table 43. Europe M2M Services in Retail Market Size by Country (2023-2028) & (US$ Million)
Table 44. Asia Pacific M2M Services in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 45. Asia Pacific M2M Services in Retail Market Size by Type (2023-2028) & (US$ Million)
Table 46. Asia Pacific M2M Services in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 47. Asia Pacific M2M Services in Retail Market Size by Application (2023-2028) & (US$ Million)
Table 48. Asia Pacific M2M Services in Retail Market Size by Region (2017-2022) & (US$ Million)
Table 49. Asia Pacific M2M Services in Retail Market Size by Region (2023-2028) & (US$ Million)
Table 50. Latin America M2M Services in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 51. Latin America M2M Services in Retail Market Size by Type (2023-2028) & (US$ Million)
Table 52. Latin America M2M Services in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 53. Latin America M2M Services in Retail Market Size by Application (2023-2028) & (US$ Million)
Table 54. Latin America M2M Services in Retail Market Size by Country (2017-2022) & (US$ Million)
Table 55. Latin America M2M Services in Retail Market Size by Country (2023-2028) & (US$ Million)
Table 56. Middle East and Africa M2M Services in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 57. Middle East and Africa M2M Services in Retail Market Size by Type (2023-2028) & (US$ Million)
Table 58. Middle East and Africa M2M Services in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 59. Middle East and Africa M2M Services in Retail Market Size by Application (2023-2028) & (US$ Million)
Table 60. Middle East and Africa M2M Services in Retail Market Size by Country (2017-2022) & (US$ Million)
Table 61. Middle East and Africa M2M Services in Retail Market Size by Country (2023-2028) & (US$ Million)
Table 62. AT&T Company Details
Table 63. AT&T Business Overview
Table 64. AT&T M2M Services in Retail Product
Table 65. AT&T Revenue in M2M Services in Retail Business (2017-2022) & (US$ Million)
Table 66. AT&T Recent Developments
Table 67. Rogers Communications Company Details
Table 68. Rogers Communications Business Overview
Table 69. Rogers Communications M2M Services in Retail Product
Table 70. Rogers Communications Revenue in M2M Services in Retail Business (2017-2022) & (US$ Million)
Table 71. Rogers Communications Recent Developments
Table 72. Verizon Communications Company Details
Table 73. Verizon Communications Business Overview
Table 74. Verizon Communications M2M Services in Retail Product
Table 75. Verizon Communications Revenue in M2M Services in Retail Business (2017-2022) & (US$ Million)
Table 76. Verizon Communications Recent Developments
Table 77. Vodafone Company Details
Table 78. Vodafone Business Overview
Table 79. Vodafone M2M Services in Retail Product
Table 80. Vodafone Revenue in M2M Services in Retail Business (2017-2022) & (US$ Million)
Table 81. Vodafone Recent Developments
Table 82. Cantaloupe Systems Company Details
Table 83. Cantaloupe Systems Business Overview
Table 84. Cantaloupe Systems M2M Services in Retail Product
Table 85. Cantaloupe Systems Revenue in M2M Services in Retail Business (2017-2022) & (US$ Million)
Table 86. Cantaloupe Systems Recent Developments
Table 87. Carriots Company Details
Table 88. Carriots Business Overview
Table 89. Carriots M2M Services in Retail Product
Table 90. Carriots Revenue in M2M Services in Retail Business (2017-2022) & (US$ Million)
Table 91. Carriots Recent Developments
Table 92. CCV Company Details
Table 93. CCV Business Overview
Table 94. CCV M2M Services in Retail Product
Table 95. CCV Revenue in M2M Services in Retail Business (2017-2022) & (US$ Million)
Table 96. CCV Recent Developments
Table 97. Coinco Company Details
Table 98. Coinco Business Overview
Table 99. Coinco M2M Services in Retail Product
Table 100. Coinco Revenue in M2M Services in Retail Business (2017-2022) & (US$ Million)
Table 101. Coinco Recent Developments
Table 102. Research Programs/Design for This Report
Table 103. Key Data Information from Secondary Sources
Table 104. Key Data Information from Primary Sources
List of Figures
Figure 1. Global M2M Services in Retail Market Share by Type: 2021 VS 2028
Figure 2. Remote Device Management Features
Figure 3. Managed Service Features
Figure 4. Professional Service Features
Figure 5. Global M2M Services in Retail Market Share by Application: 2021 VS 2028
Figure 6. POS Terminals Case Studies
Figure 7. Vending Machines Case Studies
Figure 8. ATMs Case Studies
Figure 9. Smart Parking Meters Case Studies
Figure 10. Fare Ticketing Devices Case Studies
Figure 11. M2M Services in Retail Report Years Considered
Figure 12. Global M2M Services in Retail Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 13. Global M2M Services in Retail Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 14. Global M2M Services in Retail Market Share by Region: 2021 VS 2028
Figure 15. Global M2M Services in Retail Market Share by Players in 2021
Figure 16. Global Top M2M Services in Retail Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in M2M Services in Retail as of 2021)
Figure 17. The Top 10 and 5 Players Market Share by M2M Services in Retail Revenue in 2021
Figure 18. North America M2M Services in Retail Market Size YoY (2017-2028) & (US$ Million)
Figure 19. North America M2M Services in Retail Market Size Market Share by Type (2017-2028)
Figure 20. North America M2M Services in Retail Market Size Market Share by Application (2017-2028)
Figure 21. North America M2M Services in Retail Market Size Share by Country (2017-2028)
Figure 22. United States M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 23. Canada M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 24. Europe M2M Services in Retail Market Size YoY (2017-2028) & (US$ Million)
Figure 25. Europe M2M Services in Retail Market Size Market Share by Type (2017-2028)
Figure 26. Europe M2M Services in Retail Market Size Market Share by Application (2017-2028)
Figure 27. Europe M2M Services in Retail Market Size Share by Country (2017-2028)
Figure 28. Germany M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. France M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. U.K. M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. Italy M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. Russia M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. Nordic Countries M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 34. Asia-Pacific M2M Services in Retail Market Size YoY (2017-2028) & (US$ Million)
Figure 35. Asia Pacific M2M Services in Retail Market Size Market Share by Type (2017-2028)
Figure 36. Asia Pacific M2M Services in Retail Market Size Market Share by Application (2017-2028)
Figure 37. Asia Pacific M2M Services in Retail Market Size Share by Region (2017-2028)
Figure 38. China M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. Japan M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 40. South Korea M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. Southeast Asia M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 42. India M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 43. Australia M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
List of Figures
Figure 44. Latin America M2M Services in Retail Market Size YoY (2017-2028) & (US$ Million)
Figure 45. Latin America M2M Services in Retail Market Size Market Share by Type (2017-2028)
Figure 46. Latin America M2M Services in Retail Market Size Market Share by Application (2017-2028)
Figure 47. Latin America M2M Services in Retail Market Size Share by Country (2017-2028)
Figure 48. Mexico M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 49. Brazil M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 50. Middle East & Africa M2M Services in Retail Market Size YoY (2017-2028) & (US$ Million)
Figure 51. Middle East and Africa M2M Services in Retail Market Size Market Share by Type (2017-2028)
Figure 52. Middle East and Africa M2M Services in Retail Market Size Market Share by Application (2017-2028)
Figure 53. Middle East and Africa M2M Services in Retail Market Size Share by Country (2017-2028)
Figure 54. Turkey M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 55. Saudi Arabia M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 56. UAE M2M Services in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 57. AT&T Revenue Growth Rate in M2M Services in Retail Business (2017-2022)
Figure 58. Rogers Communications Revenue Growth Rate in M2M Services in Retail Business (2017-2022)
Figure 59. Verizon Communications Revenue Growth Rate in M2M Services in Retail Business (2017-2022)
Figure 60. Vodafone Revenue Growth Rate in M2M Services in Retail Business (2017-2022)
Figure 61. Cantaloupe Systems Revenue Growth Rate in M2M Services in Retail Business (2017-2022)
Figure 62. Carriots Revenue Growth Rate in M2M Services in Retail Business (2017-2022)
Figure 63. CCV Revenue Growth Rate in M2M Services in Retail Business (2017-2022)
Figure 64. Coinco Revenue Growth Rate in M2M Services in Retail Business (2017-2022)
Figure 65. Bottom-up and Top-down Approaches for This Report
Figure 66. Data Triangulation
Figure 67. 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.