1 Market Overview

1.1 Customer Churn Analysis Software Definition

1.2 Global Customer Churn Analysis Software Market Size and Forecast

1.3 China Customer Churn Analysis Software Market Size and Forecast

1.4 China Percentage in Global Market

1.5 Customer Churn Analysis Software Market Size: China VS Global Growth Rate, 2018-2029

1.6 Customer Churn Analysis Software Market Dynamics

1.6.1 Customer Churn Analysis Software Market Drivers

1.6.2 Customer Churn Analysis Software Market Restraints

1.6.3 Customer Churn Analysis Software Industry Trends

1.6.4 Customer Churn Analysis Software Industry Policy

2 Global Leading Players and Market Share

2.1 By Revenue of Customer Churn Analysis Software, Global Market Share by Company, 2018-2023

2.2 Global Customer Churn Analysis Software Participants, Market Position (Tier 1, Tier 2, and Tier 3)

2.3 Global Customer Churn Analysis Software Concentration Ratio

2.4 Global Customer Churn Analysis Software Mergers & Acquisitions, Expansion Plans

2.5 Global Customer Churn Analysis Software Major Companies Product Type

2.6 Head Office and Customer Churn Analysis Software Production Site of Key Manufacturer

3 China Leading Players, Market Share and Ranking

3.1 By Revenue of Customer Churn Analysis Software, China Market Share by Company, 2018-2023

3.2 China Customer Churn Analysis Software Participants, Market Position (Tier 1, Tier 2, and Tier 3)

4 Industry Chain Analysis

4.1 Customer Churn Analysis Software Industry Chain

4.2 Customer Churn Analysis Software Upstream Analysis

4.2.1 Customer Churn Analysis Software Core Raw Materials

4.2.2 Main Manufacturers of Customer Churn Analysis Software Core Raw Materials

4.3 Midstream Analysis

4.4 Downstream Analysis

4.5 Customer Churn Analysis Software Production Mode

4.6 Customer Churn Analysis Software Procurement Model

4.7 Customer Churn Analysis Software Industry Sales Model and Sales Channels

4.7.1 Customer Churn Analysis Software Sales Model

4.7.2 Customer Churn Analysis Software Typical Distributors

5 Sights by Type

5.1 Customer Churn Analysis Software Classification

5.1.1 Cloud-based

5.1.2 On-premise

5.2 By Type, Global Customer Churn Analysis Software Consumption Value & CAGR, 2018 VS 2022 VS 2029

5.3 By Type, Global Customer Churn Analysis Software Consumption Value, 2018-2029

6 Sights by Application

6.1 Customer Churn Analysis Software Segment by Application

6.1.1 Financial Service

6.1.2 Energy

6.1.3 Others

6.2 By Application, Global Customer Churn Analysis Software Consumption Value & CAGR, 2018 VS 2022 VS 2029

6.3 By Application, Global Customer Churn Analysis Software Consumption Value, 2018-2029

7 Sales Sights by Region

7.1 By Region, Global Customer Churn Analysis Software Consumption Value, 2018 VS 2022 VS 2029

7.2 By Region, Global Customer Churn Analysis Software Consumption Value, 2018-2029

7.3 North America

7.3.1 North America Customer Churn Analysis Software & Forecasts, 2018-2029

7.3.2 By Country, North America Customer Churn Analysis Software Market Size Market Share

7.4 Europe

7.4.1 Europe Customer Churn Analysis Software Market Size & Forecasts, 2018-2029

7.4.2 By Country, Europe Customer Churn Analysis Software Market Size Market Share

7.5 Asia Pacific

7.5.1 Asia Pacific Customer Churn Analysis Software Market Size & Forecasts, 2018-2029

7.5.2 By Country/Region, Asia Pacific Customer Churn Analysis Software Market Size Market Share

7.6 South America

7.6.1 South America Customer Churn Analysis Software Market Size & Forecasts, 2018-2029

7.6.2 By Country, South America Customer Churn Analysis Software Market Size Market Share

7.7 Middle East & Africa

8 Sales Sights by Country Level

8.1 By Country, Global Customer Churn Analysis Software Market Size & CAGR, 2018 VS 2022 VS 2029

8.2 By Country, Global Customer Churn Analysis Software Consumption Value, 2018-2029

8.3 U.S.

8.3.1 U.S. Customer Churn Analysis Software Market Size, 2018-2029

8.3.2 By Type, U.S. Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.3.3 By Application, U.S. Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.4 Europe

8.4.1 Europe Customer Churn Analysis Software Market Size, 2018-2029

8.4.2 By Type, Europe Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.4.3 By Application, Europe Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.5 China

8.5.1 China Customer Churn Analysis Software Market Size, 2018-2029

8.5.2 By Type, China Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.5.3 By Application, China Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.6 Japan

8.6.1 Japan Customer Churn Analysis Software Market Size, 2018-2029

8.6.2 By Type, Japan Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.6.3 By Application, Japan Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.7 South Korea

8.7.1 South Korea Customer Churn Analysis Software Market Size, 2018-2029

8.7.2 By Type, South Korea Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.7.3 By Application, South Korea Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.8 Southeast Asia

8.8.1 Southeast Asia Customer Churn Analysis Software Market Size, 2018-2029

8.8.2 By Type, Southeast Asia Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.8.3 By Application, Southeast Asia Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.9 India

8.9.1 India Customer Churn Analysis Software Market Size, 2018-2029

8.9.2 By Type, India Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.9.3 By Application, India Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.10 Middle East & Africa

8.10.1 Middle East & Africa Customer Churn Analysis Software Market Size, 2018-2029

8.10.2 By Type, Middle East & Africa Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

8.10.3 By Application, Middle East & Africa Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

9 Company Profile

9.1 Adobe

9.1.1 Adobe Company Information, Head Office, Market Area and Industry Position

9.1.2 Adobe Company Profile and Main Business

9.1.3 Adobe Customer Churn Analysis Software Models, Specifications and Application

9.1.4 Adobe Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.1.5 Adobe Recent Developments

9.2 Google

9.2.1 Google Company Information, Head Office, Market Area and Industry Position

9.2.2 Google Company Profile and Main Business

9.2.3 Google Customer Churn Analysis Software Models, Specifications and Application

9.2.4 Google Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.2.5 Google Recent Developments

9.3 Infer

9.3.1 Infer Company Information, Head Office, Market Area and Industry Position

9.3.2 Infer Company Profile and Main Business

9.3.3 Infer Customer Churn Analysis Software Models, Specifications and Application

9.3.4 Infer Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.3.5 Infer Recent Developments

9.4 Alteryx

9.4.1 Alteryx Company Information, Head Office, Market Area and Industry Position

9.4.2 Alteryx Company Profile and Main Business

9.4.3 Alteryx Customer Churn Analysis Software Models, Specifications and Application

9.4.4 Alteryx Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.4.5 Alteryx Recent Developments

9.5 PROS

9.5.1 PROS Company Information, Head Office, Market Area and Industry Position

9.5.2 PROS Company Profile and Main Business

9.5.3 PROS Customer Churn Analysis Software Models, Specifications and Application

9.5.4 PROS Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.5.5 PROS Recent Developments

9.6 RapidMiner Studio

9.6.1 RapidMiner Studio Company Information, Head Office, Market Area and Industry Position

9.6.2 RapidMiner Studio Company Profile and Main Business

9.6.3 RapidMiner Studio Customer Churn Analysis Software Models, Specifications and Application

9.6.4 RapidMiner Studio Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.6.5 RapidMiner Studio Recent Developments

9.7 Dataiku DSS

9.7.1 Dataiku DSS Company Information, Head Office, Market Area and Industry Position

9.7.2 Dataiku DSS Company Profile and Main Business

9.7.3 Dataiku DSS Customer Churn Analysis Software Models, Specifications and Application

9.7.4 Dataiku DSS Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.7.5 Dataiku DSS Recent Developments

9.8 Gainsight

9.8.1 Gainsight Company Information, Head Office, Market Area and Industry Position

9.8.2 Gainsight Company Profile and Main Business

9.8.3 Gainsight Customer Churn Analysis Software Models, Specifications and Application

9.8.4 Gainsight Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.8.5 Gainsight Recent Developments

9.9 KNIME AG

9.9.1 KNIME AG Company Information, Head Office, Market Area and Industry Position

9.9.2 KNIME AG Company Profile and Main Business

9.9.3 KNIME AG Customer Churn Analysis Software Models, Specifications and Application

9.9.4 KNIME AG Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.9.5 KNIME AG Recent Developments

9.10 Planhat

9.10.1 Planhat Company Information, Head Office, Market Area and Industry Position

9.10.2 Planhat Company Profile and Main Business

9.10.3 Planhat Customer Churn Analysis Software Models, Specifications and Application

9.10.4 Planhat Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.10.5 Planhat Recent Developments

9.11 Woopra

9.11.1 Woopra Company Information, Head Office, Market Area and Industry Position

9.11.2 Woopra Company Profile and Main Business

9.11.3 Woopra Customer Churn Analysis Software Models, Specifications and Application

9.11.4 Woopra Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.11.5 Woopra Recent Developments

9.12 Mixpanel

9.12.1 Mixpanel Company Information, Head Office, Market Area and Industry Position

9.12.2 Mixpanel Company Profile and Main Business

9.12.3 Mixpanel Customer Churn Analysis Software Models, Specifications and Application

9.12.4 Mixpanel Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.12.5 Mixpanel Recent Developments

9.13 Qualtrics

9.13.1 Qualtrics Company Information, Head Office, Market Area and Industry Position

9.13.2 Qualtrics Company Profile and Main Business

9.13.3 Qualtrics Customer Churn Analysis Software Models, Specifications and Application

9.13.4 Qualtrics Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.13.5 Qualtrics Recent Developments

9.14 Churnly Technologies Limited

9.14.1 Churnly Technologies Limited Company Information, Head Office, Market Area and Industry Position

9.14.2 Churnly Technologies Limited Company Profile and Main Business

9.14.3 Churnly Technologies Limited Customer Churn Analysis Software Models, Specifications and Application

9.14.4 Churnly Technologies Limited Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.14.5 Churnly Technologies Limited Recent Developments

9.15 Qymatix

9.15.1 Qymatix Company Information, Head Office, Market Area and Industry Position

9.15.2 Qymatix Company Profile and Main Business

9.15.3 Qymatix Customer Churn Analysis Software Models, Specifications and Application

9.15.4 Qymatix Customer Churn Analysis Software Revenue and Gross Margin, 2018-2023

9.15.5 Qymatix Recent Developments

10 Conclusion

11 Appendix

11.1 Research Methodology

11.2 Data Source

11.2.1 Secondary Sources

11.2.2 Primary Sources

11.3 Market Estimation Model

11.4 Disclaimer

Table 1. Customer Churn Analysis Software Consumption Value & CAGR: China VS Global, 2018-2029, US$ Million

Table 2. Customer Churn Analysis Software Market Restraints

Table 3. Customer Churn Analysis Software Market Trends

Table 4. Customer Churn Analysis Software Industry Policy

Table 5. Global Customer Churn Analysis Software Revenue by Company, 2018-2023, US$ million, Ranked Based on Revenue in 2022

Table 6. Global Customer Churn Analysis Software Revenue Share by Company, 2018-2023, Ranked by Data of 2022

Table 7. Global Customer Churn Analysis Software Manufacturers Market Concentration Ratio (CR3 and HHI)

Table 8. Global Customer Churn Analysis Software Mergers & Acquisitions, Expansion Plans

Table 9. Global Customer Churn Analysis Software Major Companies Product Type

Table 10. Head Office and Area Served of Key Players

Table 11. China Customer Churn Analysis Software Revenue by Company, 2018-2023, US$ million, Ranked Based on Revenue in 2022

Table 12. China Customer Churn Analysis Software Revenue Market Share by Company, 2018-2023

Table 13. Global Key Players of Customer Churn Analysis Software Upstream (Raw Materials)

Table 14. Global Customer Churn Analysis Software Typical Customers

Table 15. Customer Churn Analysis Software Typical Distributors

Table 16. By Type, Global Customer Churn Analysis Software Consumption Value & CAGR, 2018 VS 2022 VS 2029, US$ Million

Table 17. By Application, Global Customer Churn Analysis Software Consumption Value & CAGR, 2018 VS 2022 VS 2029, US$ Million

Table 18. By Region, Global Customer Churn Analysis Software Consumption Value, 2018 VS 2022 VS 2029, US$ Million

Table 19. By Region, Global Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Table 20. By Country, Global Customer Churn Analysis Software Consumption Value & CAGR, 2018 VS 2022 VS 2029, US$ Million

Table 21. By Country, Global Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Table 22. By Country, Global Customer Churn Analysis Software Consumption Value Market Share, 2018-2029

Table 23. Adobe Company Information, Head Office, Market Area and Industry Position

Table 24. Adobe Company Profile and Main Business

Table 25. Adobe Customer Churn Analysis Software Models, Specifications, and Application

Table 26. Adobe Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 27. Adobe Recent Developments

Table 28. Google Company Information, Head Office, Market Area and Industry Position

Table 29. Google Company Profile and Main Business

Table 30. Google Customer Churn Analysis Software Models, Specifications, and Application

Table 31. Google Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 32. Google Recent Developments

Table 33. Infer Company Information, Head Office, Market Area and Industry Position

Table 34. Infer Company Profile and Main Business

Table 35. Infer Customer Churn Analysis Software Models, Specifications, and Application

Table 36. Infer Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 37. Infer Recent Developments

Table 38. Alteryx Company Information, Head Office, Market Area and Industry Position

Table 39. Alteryx Company Profile and Main Business

Table 40. Alteryx Customer Churn Analysis Software Models, Specifications, and Application

Table 41. Alteryx Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 42. Alteryx Recent Developments

Table 43. PROS Company Information, Head Office, Market Area and Industry Position

Table 44. PROS Company Profile and Main Business

Table 45. PROS Customer Churn Analysis Software Models, Specifications, and Application

Table 46. PROS Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 47. PROS Recent Developments

Table 48. RapidMiner Studio Company Information, Head Office, Market Area and Industry Position

Table 49. RapidMiner Studio Company Profile and Main Business

Table 50. RapidMiner Studio Customer Churn Analysis Software Models, Specifications, and Application

Table 51. RapidMiner Studio Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 52. RapidMiner Studio Recent Developments

Table 53. Dataiku DSS Company Information, Head Office, Market Area and Industry Position

Table 54. Dataiku DSS Company Profile and Main Business

Table 55. Dataiku DSS Customer Churn Analysis Software Models, Specifications, and Application

Table 56. Dataiku DSS Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 57. Dataiku DSS Recent Developments

Table 58. Gainsight Company Information, Head Office, Market Area and Industry Position

Table 59. Gainsight Company Profile and Main Business

Table 60. Gainsight Customer Churn Analysis Software Models, Specifications, and Application

Table 61. Gainsight Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 62. Gainsight Recent Developments

Table 63. KNIME AG Company Information, Head Office, Market Area and Industry Position

Table 64. KNIME AG Company Profile and Main Business

Table 65. KNIME AG Customer Churn Analysis Software Models, Specifications, and Application

Table 66. KNIME AG Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 67. KNIME AG Recent Developments

Table 68. Planhat Company Information, Head Office, Market Area and Industry Position

Table 69. Planhat Company Profile and Main Business

Table 70. Planhat Customer Churn Analysis Software Models, Specifications, and Application

Table 71. Planhat Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 72. Planhat Recent Developments

Table 73. Woopra Company Information, Head Office, Market Area and Industry Position

Table 74. Woopra Company Profile and Main Business

Table 75. Woopra Customer Churn Analysis Software Models, Specifications, and Application

Table 76. Woopra Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 77. Woopra Recent Developments

Table 78. Mixpanel Company Information, Head Office, Market Area and Industry Position

Table 79. Mixpanel Company Profile and Main Business

Table 80. Mixpanel Customer Churn Analysis Software Models, Specifications, and Application

Table 81. Mixpanel Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 82. Mixpanel Recent Developments

Table 83. Qualtrics Company Information, Head Office, Market Area and Industry Position

Table 84. Qualtrics Company Profile and Main Business

Table 85. Qualtrics Customer Churn Analysis Software Models, Specifications, and Application

Table 86. Qualtrics Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 87. Qualtrics Recent Developments

Table 88. Churnly Technologies Limited Company Information, Head Office, Market Area and Industry Position

Table 89. Churnly Technologies Limited Company Profile and Main Business

Table 90. Churnly Technologies Limited Customer Churn Analysis Software Models, Specifications, and Application

Table 91. Churnly Technologies Limited Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 92. Churnly Technologies Limited Recent Developments

Table 93. Qymatix Company Information, Head Office, Market Area and Industry Position

Table 94. Qymatix Company Profile and Main Business

Table 95. Qymatix Customer Churn Analysis Software Models, Specifications, and Application

Table 96. Qymatix Customer Churn Analysis Software Revenue and Gross Margin, US$ Million, 2018-2023

Table 97. Qymatix Recent Developments

List of Figures

Figure 1. Customer Churn Analysis Software Picture

Figure 2. Global Customer Churn Analysis Software Consumption Value, (US$ million) & (2018-2029)

Figure 3. China Customer Churn Analysis Software Consumption Value, (US$ million) & (2018-2029)

Figure 4. By Consumption Value, China Customer Churn Analysis Software Market Share of Global, 2018-2029

Figure 5. Global Customer Churn Analysis Software Market Share by Company, (Tier 1, Tier 2, and Tier 3), 2022

Figure 6. China Customer Churn Analysis Software Key Participants, Market Share, 2022

Figure 7. Customer Churn Analysis Software Industry Chain

Figure 8. Customer Churn Analysis Software Procurement Model

Figure 9. Customer Churn Analysis Software Sales Model

Figure 10. Customer Churn Analysis Software Sales Channels, Direct Sales, and Distribution

Figure 11. Cloud-based

Figure 12. On-premise

Figure 13. By Type, Global Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Figure 14. By Type, Global Customer Churn Analysis Software Consumption Value Market Share, 2018-2029

Figure 15. Financial Service

Figure 16. Energy

Figure 17. Others

Figure 18. By Application, Global Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Figure 19. By Application, Global Customer Churn Analysis Software Consumption Value Market Share, 2018-2029

Figure 20. By Region, Global Customer Churn Analysis Software Consumption Value Market Share, 2018-2029

Figure 21. North America Customer Churn Analysis Software Consumption Value & Forecasts, 2018-2029, US$ Million

Figure 22. By Country, North America Customer Churn Analysis Software Consumption Value Market Share, 2022

Figure 23. Europe Customer Churn Analysis Software Consumption Value & Forecasts, 2018-2029, US$ Million

Figure 24. By Country, Europe Customer Churn Analysis Software Consumption Value Market Share, 2022

Figure 25. Asia Pacific Customer Churn Analysis Software Consumption Value & Forecasts, 2018-2029, US$ Million

Figure 26. By Country/Region, Asia Pacific Customer Churn Analysis Software Consumption Value Market Share, 2022

Figure 27. South America Customer Churn Analysis Software Consumption Value & Forecasts, 2018-2029, US$ Million

Figure 28. By Country, South America Customer Churn Analysis Software Consumption Value Market Share, 2022

Figure 29. Middle East & Africa Customer Churn Analysis Software Consumption Value & Forecasts, 2018-2029, US$ Million

Figure 30. U.S. Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Figure 31. By Type, U.S. Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 32. By Application, U.S. Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 33. Europe Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Figure 34. By Type, Europe Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 35. By Application, Europe Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 36. China Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Figure 37. By Type, China Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 38. By Application, China Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 39. Japan Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Figure 40. By Type, Japan Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 41. By Application, Japan Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 42. South Korea Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Figure 43. By Type, South Korea Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 44. By Application, South Korea Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 45. Southeast Asia Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Figure 46. By Type, Southeast Asia Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 47. By Application, Southeast Asia Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 48. India Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Figure 49. By Type, India Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 50. By Application, India Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 51. Middle East & Africa Customer Churn Analysis Software Consumption Value, 2018-2029, US$ Million

Figure 52. By Type, Middle East & Africa Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 53. By Application, Middle East & Africa Customer Churn Analysis Software Consumption Value Market Share, 2022 VS 2029

Figure 54. Research Methodology

Figure 55. Breakdown of Primary Interviews

Figure 56. Bottom-up and Top-down Approaches

Figure 57. Top-down Approaches