Global AR Makeup Market Growth (Status And Outlook) 2022-2028

1 Scope of the Report
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered
2 Executive Summary
2.1 World Market Overview
2.1.1 Global AR Makeup Market Size 2017-2028
2.1.2 AR Makeup Market Size CAGR by Region 2017 VS 2022 VS 2028
2.2 AR Makeup Segment by Type
2.2.1 Lipstick
2.2.2 Eyeshadow
2.2.3 Blusher
2.2.4 Others
2.3 AR Makeup Market Size by Type
2.3.1 AR Makeup Market Size CAGR by Type (2017 VS 2022 VS 2028)
2.3.2 Global AR Makeup Market Size Market Share by Type (2017-2022)
2.4 AR Makeup Segment by Application
2.4.1 Mobile Device
2.4.2 Offline Store
2.5 AR Makeup Market Size by Application
2.5.1 AR Makeup Market Size CAGR by Application (2017 VS 2022 VS 2028)
2.5.2 Global AR Makeup Market Size Market Share by Application (2017-2022)
3 AR Makeup Market Size by Player
3.1 AR Makeup Market Size Market Share by Players
3.1.1 Global AR Makeup Revenue by Players (2020-2022)
3.1.2 Global AR Makeup Revenue Market Share by Players (2020-2022)
3.2 Global AR Makeup Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2020-2022)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 AR Makeup by Regions
4.1 AR Makeup Market Size by Regions (2017-2022)
4.2 Americas AR Makeup Market Size Growth (2017-2022)
4.3 APAC AR Makeup Market Size Growth (2017-2022)
4.4 Europe AR Makeup Market Size Growth (2017-2022)
4.5 Middle East & Africa AR Makeup Market Size Growth (2017-2022)
5 Americas
5.1 Americas AR Makeup Market Size by Country (2017-2022)
5.2 Americas AR Makeup Market Size by Type (2017-2022)
5.3 Americas AR Makeup Market Size by Application (2017-2022)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC AR Makeup Market Size by Region (2017-2022)
6.2 APAC AR Makeup Market Size by Type (2017-2022)
6.3 APAC AR Makeup Market Size by Application (2017-2022)
6.4 China
6.5 Japan
6.6 Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 Europe
7.1 Europe AR Makeup by Country (2017-2022)
7.2 Europe AR Makeup Market Size by Type (2017-2022)
7.3 Europe AR Makeup Market Size by Application (2017-2022)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 Middle East & Africa
8.1 Middle East & Africa AR Makeup by Region (2017-2022)
8.2 Middle East & Africa AR Makeup Market Size by Type (2017-2022)
8.3 Middle East & Africa AR Makeup Market Size by Application (2017-2022)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 Market Drivers, Challenges and Trends
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 Global AR Makeup Market Forecast
10.1 Global AR Makeup Forecast by Regions (2023-2028)
10.1.1 Global AR Makeup Forecast by Regions (2023-2028)
10.1.2 Americas AR Makeup Forecast
10.1.3 APAC AR Makeup Forecast
10.1.4 Europe AR Makeup Forecast
10.1.5 Middle East & Africa AR Makeup Forecast
10.2 Americas AR Makeup Forecast by Country (2023-2028)
10.2.1 United States AR Makeup Market Forecast
10.2.2 Canada AR Makeup Market Forecast
10.2.3 Mexico AR Makeup Market Forecast
10.2.4 Brazil AR Makeup Market Forecast
10.3 APAC AR Makeup Forecast by Region (2023-2028)
10.3.1 China AR Makeup Market Forecast
10.3.2 Japan AR Makeup Market Forecast
10.3.3 Korea AR Makeup Market Forecast
10.3.4 Southeast Asia AR Makeup Market Forecast
10.3.5 India AR Makeup Market Forecast
10.3.6 Australia AR Makeup Market Forecast
10.4 Europe AR Makeup Forecast by Country (2023-2028)
10.4.1 Germany AR Makeup Market Forecast
10.4.2 France AR Makeup Market Forecast
10.4.3 UK AR Makeup Market Forecast
10.4.4 Italy AR Makeup Market Forecast
10.4.5 Russia AR Makeup Market Forecast
10.5 Middle East & Africa AR Makeup Forecast by Region (2023-2028)
10.5.1 Egypt AR Makeup Market Forecast
10.5.2 South Africa AR Makeup Market Forecast
10.5.3 Israel AR Makeup Market Forecast
10.5.4 Turkey AR Makeup Market Forecast
10.5.5 GCC Countries AR Makeup Market Forecast
10.6 Global AR Makeup Forecast by Type (2023-2028)
10.7 Global AR Makeup Forecast by Application (2023-2028)

11 Key Players Analysis
11.1 Perfect Corp
11.1.1 Perfect Corp Company Information
11.1.2 Perfect Corp AR Makeup Product Offered
11.1.3 Perfect Corp AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.1.4 Perfect Corp Main Business Overview
11.1.5 Perfect Corp Latest Developments
11.2 Revieve
11.2.1 Revieve Company Information
11.2.2 Revieve AR Makeup Product Offered
11.2.3 Revieve AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.2.4 Revieve Main Business Overview
11.2.5 Revieve Latest Developments
11.3 Megvii
11.3.1 Megvii Company Information
11.3.2 Megvii AR Makeup Product Offered
11.3.3 Megvii AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.3.4 Megvii Main Business Overview
11.3.5 Megvii Latest Developments
11.4 ModiFace(L'Oreal)
11.4.1 ModiFace(L'Oreal) Company Information
11.4.2 ModiFace(L'Oreal) AR Makeup Product Offered
11.4.3 ModiFace(L'Oreal) AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.4.4 ModiFace(L'Oreal) Main Business Overview
11.4.5 ModiFace(L'Oreal) Latest Developments
11.5 Poplar Studio
11.5.1 Poplar Studio Company Information
11.5.2 Poplar Studio AR Makeup Product Offered
11.5.3 Poplar Studio AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.5.4 Poplar Studio Main Business Overview
11.5.5 Poplar Studio Latest Developments
11.6 Image Metrics
11.6.1 Image Metrics Company Information
11.6.2 Image Metrics AR Makeup Product Offered
11.6.3 Image Metrics AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.6.4 Image Metrics Main Business Overview
11.6.5 Image Metrics Latest Developments
11.7 Google
11.7.1 Google Company Information
11.7.2 Google AR Makeup Product Offered
11.7.3 Google AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.7.4 Google Main Business Overview
11.7.5 Google Latest Developments
11.8 Pinterest
11.8.1 Pinterest Company Information
11.8.2 Pinterest AR Makeup Product Offered
11.8.3 Pinterest AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.8.4 Pinterest Main Business Overview
11.8.5 Pinterest Latest Developments
11.9 Image Metrics
11.9.1 Image Metrics Company Information
11.9.2 Image Metrics AR Makeup Product Offered
11.9.3 Image Metrics AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.9.4 Image Metrics Main Business Overview
11.9.5 Image Metrics Latest Developments
11.10 SPsoft
11.10.1 SPsoft Company Information
11.10.2 SPsoft AR Makeup Product Offered
11.10.3 SPsoft AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.10.4 SPsoft Main Business Overview
11.10.5 SPsoft Latest Developments
11.11 AlgoFace
11.11.1 AlgoFace Company Information
11.11.2 AlgoFace AR Makeup Product Offered
11.11.3 AlgoFace AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.11.4 AlgoFace Main Business Overview
11.11.5 AlgoFace Latest Developments
11.12 Gucci Beauty
11.12.1 Gucci Beauty Company Information
11.12.2 Gucci Beauty AR Makeup Product Offered
11.12.3 Gucci Beauty AR Makeup Revenue, Gross Margin and Market Share (2020-2022)
11.12.4 Gucci Beauty Main Business Overview
11.12.5 Gucci Beauty Latest Developments
12 Research Findings and Conclusion

List of Tables
Table 1. AR Makeup Market Size CAGR by Region (2017 VS 2022 VS 2028) & ($ Millions)
Table 2. Major Players of Lipstick
Table 3. Major Players of Eyeshadow
Table 4. Major Players of Blusher
Table 5. Major Players of Others
Table 6. AR Makeup Market Size CAGR by Type (2017 VS 2022 VS 2028) & ($ Millions)
Table 7. Global AR Makeup Market Size by Type (2017-2022) & ($ Millions)
Table 8. Global AR Makeup Market Size Market Share by Type (2017-2022)
Table 9. AR Makeup Market Size CAGR by Application (2017 VS 2022 VS 2028) & ($ Millions)
Table 10. Global AR Makeup Market Size by Application (2017-2022) & ($ Millions)
Table 11. Global AR Makeup Market Size Market Share by Application (2017-2022)
Table 12. Global AR Makeup Revenue by Players (2020-2022) & ($ Millions)
Table 13. Global AR Makeup Revenue Market Share by Player (2020-2022)
Table 14. AR Makeup Key Players Head office and Products Offered
Table 15. AR Makeup Concentration Ratio (CR3, CR5 and CR10) & (2020-2022)
Table 16. New Products and Potential Entrants
Table 17. Mergers & Acquisitions, Expansion
Table 18. Global AR Makeup Market Size by Regions 2017-2022 & ($ Millions)
Table 19. Global AR Makeup Market Size Market Share by Regions (2017-2022)
Table 20. Americas AR Makeup Market Size by Country (2017-2022) & ($ Millions)
Table 21. Americas AR Makeup Market Size Market Share by Country (2017-2022)
Table 22. Americas AR Makeup Market Size by Type (2017-2022) & ($ Millions)
Table 23. Americas AR Makeup Market Size Market Share by Type (2017-2022)
Table 24. Americas AR Makeup Market Size by Application (2017-2022) & ($ Millions)
Table 25. Americas AR Makeup Market Size Market Share by Application (2017-2022)
Table 26. APAC AR Makeup Market Size by Region (2017-2022) & ($ Millions)
Table 27. APAC AR Makeup Market Size Market Share by Region (2017-2022)
Table 28. APAC AR Makeup Market Size by Type (2017-2022) & ($ Millions)
Table 29. APAC AR Makeup Market Size Market Share by Type (2017-2022)
Table 30. APAC AR Makeup Market Size by Application (2017-2022) & ($ Millions)
Table 31. APAC AR Makeup Market Size Market Share by Application (2017-2022)
Table 32. Europe AR Makeup Market Size by Country (2017-2022) & ($ Millions)
Table 33. Europe AR Makeup Market Size Market Share by Country (2017-2022)
Table 34. Europe AR Makeup Market Size by Type (2017-2022) & ($ Millions)
Table 35. Europe AR Makeup Market Size Market Share by Type (2017-2022)
Table 36. Europe AR Makeup Market Size by Application (2017-2022) & ($ Millions)
Table 37. Europe AR Makeup Market Size Market Share by Application (2017-2022)
Table 38. Middle East & Africa AR Makeup Market Size by Region (2017-2022) & ($ Millions)
Table 39. Middle East & Africa AR Makeup Market Size Market Share by Region (2017-2022)
Table 40. Middle East & Africa AR Makeup Market Size by Type (2017-2022) & ($ Millions)
Table 41. Middle East & Africa AR Makeup Market Size Market Share by Type (2017-2022)
Table 42. Middle East & Africa AR Makeup Market Size by Application (2017-2022) & ($ Millions)
Table 43. Middle East & Africa AR Makeup Market Size Market Share by Application (2017-2022)
Table 44. Key Market Drivers & Growth Opportunities of AR Makeup
Table 45. Key Market Challenges & Risks of AR Makeup
Table 46. Key Industry Trends of AR Makeup
Table 47. Global AR Makeup Market Size Forecast by Regions (2023-2028) & ($ Millions)
Table 48. Global AR Makeup Market Size Market Share Forecast by Regions (2023-2028)
Table 49. Global AR Makeup Market Size Forecast by Type (2023-2028) & ($ Millions)
Table 50. Global AR Makeup Market Size Market Share Forecast by Type (2023-2028)
Table 51. Global AR Makeup Market Size Forecast by Application (2023-2028) & ($ Millions)
Table 52. Global AR Makeup Market Size Market Share Forecast by Application (2023-2028)
Table 53. Perfect Corp Details, Company Type, AR Makeup Area Served and Its Competitors
Table 54. Perfect Corp AR Makeup Product Offered
Table 55. Perfect Corp AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 56. Perfect Corp Main Business
Table 57. Perfect Corp Latest Developments
Table 58. Revieve Details, Company Type, AR Makeup Area Served and Its Competitors
Table 59. Revieve AR Makeup Product Offered
Table 60. Revieve Main Business
Table 61. Revieve AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 62. Revieve Latest Developments
Table 63. Megvii Details, Company Type, AR Makeup Area Served and Its Competitors
Table 64. Megvii AR Makeup Product Offered
Table 65. Megvii Main Business
Table 66. Megvii AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 67. Megvii Latest Developments
Table 68. ModiFace(L'Oreal) Details, Company Type, AR Makeup Area Served and Its Competitors
Table 69. ModiFace(L'Oreal) AR Makeup Product Offered
Table 70. ModiFace(L'Oreal) Main Business
Table 71. ModiFace(L'Oreal) AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 72. ModiFace(L'Oreal) Latest Developments
Table 73. Poplar Studio Details, Company Type, AR Makeup Area Served and Its Competitors
Table 74. Poplar Studio AR Makeup Product Offered
Table 75. Poplar Studio Main Business
Table 76. Poplar Studio AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 77. Poplar Studio Latest Developments
Table 78. Image Metrics Details, Company Type, AR Makeup Area Served and Its Competitors
Table 79. Image Metrics AR Makeup Product Offered
Table 80. Image Metrics Main Business
Table 81. Image Metrics AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 82. Image Metrics Latest Developments
Table 83. Google Details, Company Type, AR Makeup Area Served and Its Competitors
Table 84. Google AR Makeup Product Offered
Table 85. Google Main Business
Table 86. Google AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 87. Google Latest Developments
Table 88. Pinterest Details, Company Type, AR Makeup Area Served and Its Competitors
Table 89. Pinterest AR Makeup Product Offered
Table 90. Pinterest Main Business
Table 91. Pinterest AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 92. Pinterest Latest Developments
Table 93. Image Metrics Details, Company Type, AR Makeup Area Served and Its Competitors
Table 94. Image Metrics AR Makeup Product Offered
Table 95. Image Metrics Main Business
Table 96. Image Metrics AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 97. Image Metrics Latest Developments
Table 98. SPsoft Details, Company Type, AR Makeup Area Served and Its Competitors
Table 99. SPsoft AR Makeup Product Offered
Table 100. SPsoft Main Business
Table 101. SPsoft AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 102. SPsoft Latest Developments
Table 103. AlgoFace Details, Company Type, AR Makeup Area Served and Its Competitors
Table 104. AlgoFace AR Makeup Product Offered
Table 105. AlgoFace AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 106. AlgoFace Main Business
Table 107. AlgoFace Latest Developments
Table 108. Gucci Beauty Details, Company Type, AR Makeup Area Served and Its Competitors
Table 109. Gucci Beauty AR Makeup Product Offered
Table 110. Gucci Beauty Main Business
Table 111. Gucci Beauty AR Makeup Revenue ($ million), Gross Margin and Market Share (2020-2022)
Table 112. Gucci Beauty Latest Developments
List of Figures
List of Figures
Figure 1. AR Makeup Report Years Considered
Figure 2. Research Objectives
Figure 3. Research Methodology
Figure 4. Research Process and Data Source
Figure 5. Global AR Makeup Market Size Growth Rate 2017-2028 ($ Millions)
Figure 6. Global AR Makeup Market Size Market Share by Type in 2021
Figure 7. AR Makeup in Mobile Device
Figure 8. Global AR Makeup Market: Mobile Device (2017-2022) & ($ Millions)
Figure 9. AR Makeup in Offline Store
Figure 10. Global AR Makeup Market: Offline Store (2017-2022) & ($ Millions)
Figure 11. Global AR Makeup Market Size Market Share by Application in 2021
Figure 12. Global AR Makeup Revenue Market Share by Player in 2021
Figure 13. Global AR Makeup Market Size Market Share by Regions (2017-2022)
Figure 14. Americas AR Makeup Market Size 2017-2022 ($ Millions)
Figure 15. APAC AR Makeup Market Size 2017-2022 ($ Millions)
Figure 16. Europe AR Makeup Market Size 2017-2022 ($ Millions)
Figure 17. Middle East & Africa AR Makeup Market Size 2017-2022 ($ Millions)
Figure 18. Americas AR Makeup Value Market Share by Country in 2021
Figure 19. Americas AR Makeup Consumption Market Share by Type in 2021
Figure 20. Americas AR Makeup Market Size Market Share by Application in 2021
Figure 21. United States AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 22. Canada AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 23. Mexico AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 24. Brazil AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 25. APAC AR Makeup Market Size Market Share by Region in 2021
Figure 26. APAC AR Makeup Market Size Market Share by Application in 2021
Figure 27. China AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 28. Japan AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 29. Korea AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 30. Southeast Asia AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 31. India AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 32. Australia AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 33. Europe AR Makeup Market Size Market Share by Country in 2021
Figure 34. Europe AR Makeup Market Size Market Share by Type in 2021
Figure 35. Europe AR Makeup Market Size Market Share by Application in 2021
Figure 36. Germany AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 37. France AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 38. UK AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 39. Italy AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 40. Russia AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 41. Middle East & Africa AR Makeup Market Size Market Share by Region in 2021
Figure 42. Middle East & Africa AR Makeup Market Size Market Share by Type in 2021
Figure 43. Middle East & Africa AR Makeup Market Size Market Share by Application in 2021
Figure 44. Egypt AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 45. South Africa AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 46. Israel AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 47. Turkey AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 48. GCC Country AR Makeup Market Size Growth 2017-2022 ($ Millions)
Figure 49. Americas AR Makeup Market Size 2023-2028 ($ Millions)
Figure 50. APAC AR Makeup Market Size 2023-2028 ($ Millions)
Figure 51. Europe AR Makeup Market Size 2023-2028 ($ Millions)
Figure 52. Middle East & Africa AR Makeup Market Size 2023-2028 ($ Millions)
Figure 53. United States AR Makeup Market Size 2023-2028 ($ Millions)
Figure 54. Canada AR Makeup Market Size 2023-2028 ($ Millions)
Figure 55. Mexico AR Makeup Market Size 2023-2028 ($ Millions)
Figure 56. Brazil AR Makeup Market Size 2023-2028 ($ Millions)
Figure 57. China AR Makeup Market Size 2023-2028 ($ Millions)
Figure 58. Japan AR Makeup Market Size 2023-2028 ($ Millions)
Figure 59. Korea AR Makeup Market Size 2023-2028 ($ Millions)
Figure 60. Southeast Asia AR Makeup Market Size 2023-2028 ($ Millions)
Figure 61. India AR Makeup Market Size 2023-2028 ($ Millions)
Figure 62. Australia AR Makeup Market Size 2023-2028 ($ Millions)
Figure 63. Germany AR Makeup Market Size 2023-2028 ($ Millions)
Figure 64. France AR Makeup Market Size 2023-2028 ($ Millions)
Figure 65. UK AR Makeup Market Size 2023-2028 ($ Millions)
Figure 66. Italy AR Makeup Market Size 2023-2028 ($ Millions)
Figure 67. Russia AR Makeup Market Size 2023-2028 ($ Millions)
Figure 68. Spain AR Makeup Market Size 2023-2028 ($ Millions)
Figure 69. Egypt AR Makeup Market Size 2023-2028 ($ Millions)
Figure 70. South Africa AR Makeup Market Size 2023-2028 ($ Millions)
Figure 71. Israel AR Makeup Market Size 2023-2028 ($ Millions)
Figure 72. Turkey AR Makeup Market Size 2023-2028 ($ Millions)
Figure 73. GCC Countries AR Makeup Market Size 2023-2028 ($ Millions)

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.