List of Tables
Table 1. Ad Fraud Detection Tools Market Trends
Table 2. Ad Fraud Detection Tools Market Drivers & Opportunity
Table 3. Ad Fraud Detection Tools Market Challenges
Table 4. Ad Fraud Detection Tools Market Restraints
Table 5. Global Ad Fraud Detection Tools Revenue by Company (2019-2024) & (US$ Million)
Table 6. Global Ad Fraud Detection Tools Revenue Market Share by Company (2019-2024)
Table 7. Key Companies Ad Fraud Detection Tools Manufacturing Base Distribution and Headquarters
Table 8. Key Companies Ad Fraud Detection Tools Product Type
Table 9. Key Companies Time to Begin Mass Production of Ad Fraud Detection Tools
Table 10. Global Ad Fraud Detection Tools Companies Market Concentration Ratio (CR5 and HHI)
Table 11. Global Top Companies Market Share by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Ad Fraud Detection Tools as of 2023)
Table 12. Mergers & Acquisitions, Expansion Plans
Table 13. Global Ad Fraud Detection Tools Sales Value by Type: 2019 VS 2023 VS 2030 (US$ Million)
Table 14. Global Ad Fraud Detection Tools Sales Value by Type (2019-2024) & (US$ Million)
Table 15. Global Ad Fraud Detection Tools Sales Value by Type (2025-2030) & (US$ Million)
Table 16. Global Ad Fraud Detection Tools Sales Market Share in Value by Type (2019-2024) & (%)
Table 17. Global Ad Fraud Detection Tools Sales Market Share in Value by Type (2025-2030) & (%)
Table 18. Global Ad Fraud Detection Tools Sales Value by Application: 2019 VS 2023 VS 2030 (US$ Million)
Table 19. Global Ad Fraud Detection Tools Sales Value by Application (2019-2024) & (US$ Million)
Table 20. Global Ad Fraud Detection Tools Sales Value by Application (2025-2030) & (US$ Million)
Table 21. Global Ad Fraud Detection Tools Sales Market Share in Value by Application (2019-2024) & (%)
Table 22. Global Ad Fraud Detection Tools Sales Market Share in Value by Application (2025-2030) & (%)
Table 23. Global Ad Fraud Detection Tools Sales Value by Region: 2019 VS 2023 VS 2030 (US$ Million)
Table 24. Global Ad Fraud Detection Tools Sales Value by Region (2019-2024) & (US$ Million)
Table 25. Global Ad Fraud Detection Tools Sales Value by Region (2025-2030) & (US$ Million)
Table 26. Global Ad Fraud Detection Tools Sales Value by Region (2019-2024) & (%)
Table 27. Global Ad Fraud Detection Tools Sales Value by Region (2025-2030) & (%)
Table 28. Key Countries/Regions Ad Fraud Detection Tools Sales Value Growth Trends, (US$ Million): 2019 VS 2023 VS 2030
Table 29. Key Countries/Regions Ad Fraud Detection Tools Sales Value, (2019-2024) & (US$ Million)
Table 30. Key Countries/Regions Ad Fraud Detection Tools Sales Value, (2025-2030) & (US$ Million)
Table 31. TrafficGuard Basic Information List
Table 32. TrafficGuard Description and Business Overview
Table 33. TrafficGuard Ad Fraud Detection Tools Products, Services and Solutions
Table 34. Revenue (US$ Million) in Ad Fraud Detection Tools Business of TrafficGuard (2019-2024)
Table 35. TrafficGuard Recent Developments
Table 36. FraudScore Basic Information List
Table 37. FraudScore Description and Business Overview
Table 38. FraudScore Ad Fraud Detection Tools Products, Services and Solutions
Table 39. Revenue (US$ Million) in Ad Fraud Detection Tools Business of FraudScore (2019-2024)
Table 40. FraudScore Recent Developments
Table 41. Interceptd Basic Information List
Table 42. Interceptd Description and Business Overview
Table 43. Interceptd Ad Fraud Detection Tools Products, Services and Solutions
Table 44. Revenue (US$ Million) in Ad Fraud Detection Tools Business of Interceptd (2019-2024)
Table 45. Interceptd Recent Developments
Table 46. Adjust Basic Information List
Table 47. Adjust Description and Business Overview
Table 48. Adjust Ad Fraud Detection Tools Products, Services and Solutions
Table 49. Revenue (US$ Million) in Ad Fraud Detection Tools Business of Adjust (2019-2024)
Table 50. Adjust Recent Developments
Table 51. Performcb Basic Information List
Table 52. Performcb Description and Business Overview
Table 53. Performcb Ad Fraud Detection Tools Products, Services and Solutions
Table 54. Revenue (US$ Million) in Ad Fraud Detection Tools Business of Performcb (2019-2024)
Table 55. Performcb Recent Developments
Table 56. AppsFlyer Basic Information List
Table 57. AppsFlyer Description and Business Overview
Table 58. AppsFlyer Ad Fraud Detection Tools Products, Services and Solutions
Table 59. Revenue (US$ Million) in Ad Fraud Detection Tools Business of AppsFlyer (2019-2024)
Table 60. AppsFlyer Recent Developments
Table 61. Scalarr Basic Information List
Table 62. Scalarr Description and Business Overview
Table 63. Scalarr Ad Fraud Detection Tools Products, Services and Solutions
Table 64. Revenue (US$ Million) in Ad Fraud Detection Tools Business of Scalarr (2019-2024)
Table 65. Scalarr Recent Developments
Table 66. Machine Advertising Basic Information List
Table 67. Machine Advertising Description and Business Overview
Table 68. Machine Advertising Ad Fraud Detection Tools Products, Services and Solutions
Table 69. Revenue (US$ Million) in Ad Fraud Detection Tools Business of Machine Advertising (2019-2024)
Table 70. Machine Advertising Recent Developments
Table 71. Branch Metrics Basic Information List
Table 72. Branch Metrics Description and Business Overview
Table 73. Branch Metrics Ad Fraud Detection Tools Products, Services and Solutions
Table 74. Revenue (US$ Million) in Ad Fraud Detection Tools Business of Branch Metrics (2019-2024)
Table 75. Branch Metrics Recent Developments
Table 76. Singular Basic Information List
Table 77. Singular Description and Business Overview
Table 78. Singular Ad Fraud Detection Tools Products, Services and Solutions
Table 79. Revenue (US$ Million) in Ad Fraud Detection Tools Business of Singular (2019-2024)
Table 80. Singular Recent Developments
Table 81. Kochava Basic Information List
Table 82. Kochava Description and Business Overview
Table 83. Kochava Ad Fraud Detection Tools Products, Services and Solutions
Table 84. Revenue (US$ Million) in Ad Fraud Detection Tools Business of Kochava (2019-2024)
Table 85. Kochava Recent Developments
Table 86. mFilterIt Basic Information List
Table 87. mFilterIt Description and Business Overview
Table 88. mFilterIt Ad Fraud Detection Tools Products, Services and Solutions
Table 89. Revenue (US$ Million) in Ad Fraud Detection Tools Business of mFilterIt (2019-2024)
Table 90. mFilterIt Recent Developments
Table 91. Key Raw Materials Lists
Table 92. Raw Materials Key Suppliers Lists
Table 93. Ad Fraud Detection Tools Downstream Customers
Table 94. Ad Fraud Detection Tools Distributors List
Table 95. Research Programs/Design for This Report
Table 96. Key Data Information from Secondary Sources
Table 97. Key Data Information from Primary Sources
Table 98. Business Unit and Senior & Team Lead Analysts
List of Figures
Figure 1. Ad Fraud Detection Tools Product Picture
Figure 2. Global Ad Fraud Detection Tools Sales Value, 2019 VS 2023 VS 2030 (US$ Million)
Figure 3. Global Ad Fraud Detection Tools Sales Value (2019-2030) & (US$ Million)
Figure 4. Ad Fraud Detection Tools Report Years Considered
Figure 5. Global Ad Fraud Detection Tools Players Revenue Ranking (2023) & (US$ Million)
Figure 6. The 5 and 10 Largest Manufacturers in the World: Market Share by Ad Fraud Detection Tools Revenue in 2023
Figure 7. Ad Fraud Detection Tools Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2019 VS 2023
Figure 8. Click injection and CTIT Anomaly Detection Picture
Figure 9. SDK (Software Development Kit) Spoofing Detection Picture
Figure 10. Device Farms Detection Picture
Figure 11. Incent Abuse Detection Picture
Figure 12. Others Picture
Figure 13. Global Ad Fraud Detection Tools Sales Value by Type (2019 VS 2023 VS 2030) & (US$ Million)
Figure 14. Global Ad Fraud Detection Tools Sales Value Market Share by Type, 2023 & 2030
Figure 15. Product Picture of Mobile Phone
Figure 16. Product Picture of Website User
Figure 17. Global Ad Fraud Detection Tools Sales Value by Application (2019 VS 2023 VS 2030) & (US$ Million)
Figure 18. Global Ad Fraud Detection Tools Sales Value Market Share by Application, 2023 & 2030
Figure 19. North America Ad Fraud Detection Tools Sales Value (2019-2030) & (US$ Million)
Figure 20. North America Ad Fraud Detection Tools Sales Value by Country (%), 2023 VS 2030
Figure 21. Europe Ad Fraud Detection Tools Sales Value (2019-2030) & (US$ Million)
Figure 22. Europe Ad Fraud Detection Tools Sales Value by Country (%), 2023 VS 2030
Figure 23. Asia Pacific Ad Fraud Detection Tools Sales Value (2019-2030) & (US$ Million)
Figure 24. Asia Pacific Ad Fraud Detection Tools Sales Value by Country (%), 2023 VS 2030
Figure 25. South America Ad Fraud Detection Tools Sales Value (2019-2030) & (US$ Million)
Figure 26. South America Ad Fraud Detection Tools Sales Value by Country (%), 2023 VS 2030
Figure 27. Middle East & Africa Ad Fraud Detection Tools Sales Value (2019-2030) & (US$ Million)
Figure 28. Middle East & Africa Ad Fraud Detection Tools Sales Value by Country (%), 2023 VS 2030
Figure 29. Key Countries/Regions Ad Fraud Detection Tools Sales Value (%), (2019-2030)
Figure 30. United States Ad Fraud Detection Tools Sales Value, (2019-2030) & (US$ Million)
Figure 31. United States Ad Fraud Detection Tools Sales Value by Type (%), 2023 VS 2030
Figure 32. United States Ad Fraud Detection Tools Sales Value by Application (%), 2023 VS 2030
Figure 33. Europe Ad Fraud Detection Tools Sales Value, (2019-2030) & (US$ Million)
Figure 34. Europe Ad Fraud Detection Tools Sales Value by Type (%), 2023 VS 2030
Figure 35. Europe Ad Fraud Detection Tools Sales Value by Application (%), 2023 VS 2030
Figure 36. China Ad Fraud Detection Tools Sales Value, (2019-2030) & (US$ Million)
Figure 37. China Ad Fraud Detection Tools Sales Value by Type (%), 2023 VS 2030
Figure 38. China Ad Fraud Detection Tools Sales Value by Application (%), 2023 VS 2030
Figure 39. Japan Ad Fraud Detection Tools Sales Value, (2019-2030) & (US$ Million)
Figure 40. Japan Ad Fraud Detection Tools Sales Value by Type (%), 2023 VS 2030
Figure 41. Japan Ad Fraud Detection Tools Sales Value by Application (%), 2023 VS 2030
Figure 42. South Korea Ad Fraud Detection Tools Sales Value, (2019-2030) & (US$ Million)
Figure 43. South Korea Ad Fraud Detection Tools Sales Value by Type (%), 2023 VS 2030
Figure 44. South Korea Ad Fraud Detection Tools Sales Value by Application (%), 2023 VS 2030
Figure 45. Southeast Asia Ad Fraud Detection Tools Sales Value, (2019-2030) & (US$ Million)
Figure 46. Southeast Asia Ad Fraud Detection Tools Sales Value by Type (%), 2023 VS 2030
Figure 47. Southeast Asia Ad Fraud Detection Tools Sales Value by Application (%), 2023 VS 2030
Figure 48. India Ad Fraud Detection Tools Sales Value, (2019-2030) & (US$ Million)
Figure 49. India Ad Fraud Detection Tools Sales Value by Type (%), 2023 VS 2030
Figure 50. India Ad Fraud Detection Tools Sales Value by Application (%), 2023 VS 2030
Figure 51. Ad Fraud Detection Tools Industrial Chain
Figure 52. Ad Fraud Detection Tools Manufacturing Cost Structure
Figure 53. Channels of Distribution (Direct Sales, and Distribution)
Figure 54. Bottom-up and Top-down Approaches for This Report
Figure 55. Data Triangulation
