Global Digital Ad Fraud Detection Software Market Size, Status and Forecast 2024-2031

Report ID: 921710 | Published Date: Feb 2026 | No. of Page: 95 | Base Year: 2025 | Rating: 4.6 | Webstory: Check our Web story
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Impact of U.S Tarrifs Analyzed 2025 

1 Report Overview
    1.1 Study Scope
    1.2 Market Analysis by Type
        1.2.1 Global Digital Ad Fraud Detection Software Market Size Growth Rate by Type: 2016 VS 2021 VS 2027
        1.2.2 On-premises
        1.2.3 Cloud
    1.3 Market by Application
        1.3.1 Global Digital Ad Fraud Detection Software Market Share by Application: 2016 VS 2021 VS 2027
        1.3.2 Individual
        1.3.3 Small Enterprises(10 to 49 Employees）
        1.3.4 Medium-sized Enterprises(50 to 249 Employees)
        1.3.5 Large Enterprises(Employ 250 or More People)
    1.4 Study Objectives
    1.5 Years Considered

2 Global Growth Trends
    2.1 Global Digital Ad Fraud Detection Software Market Perspective (2016-2027)
    2.2 Digital Ad Fraud Detection Software Growth Trends by Regions
        2.2.1 Digital Ad Fraud Detection Software Market Size by Regions: 2016 VS 2021 VS 2027
        2.2.2 Digital Ad Fraud Detection Software Historic Market Share by Regions (2016-2021)
        2.2.3 Digital Ad Fraud Detection Software Forecasted Market Size by Regions (2022-2027)
    2.3 Digital Ad Fraud Detection Software Industry Dynamic
        2.3.1 Digital Ad Fraud Detection Software Market Trends
        2.3.2 Digital Ad Fraud Detection Software Market Drivers
        2.3.3 Digital Ad Fraud Detection Software Market Challenges
        2.3.4 Digital Ad Fraud Detection Software Market Restraints

3 Competition Landscape by Key Players
    3.1 Global Top Digital Ad Fraud Detection Software Players by Revenue
        3.1.1 Global Top Digital Ad Fraud Detection Software Players by Revenue (2016-2021)
        3.1.2 Global Digital Ad Fraud Detection Software Revenue Market Share by Players (2016-2021)
    3.2 Global Digital Ad Fraud Detection Software Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
    3.3 Players Covered: Ranking by Digital Ad Fraud Detection Software Revenue
    3.4 Global Digital Ad Fraud Detection Software Market Concentration Ratio
        3.4.1 Global Digital Ad Fraud Detection Software Market Concentration Ratio (CR5 and HHI)
        3.4.2 Global Top 10 and Top 5 Companies by Digital Ad Fraud Detection Software Revenue in 2020
    3.5 Digital Ad Fraud Detection Software Key Players Head office and Area Served
    3.6 Key Players Digital Ad Fraud Detection Software Product Solution and Service
    3.7 Date of Enter into Digital Ad Fraud Detection Software Market
    3.8 Mergers & Acquisitions, Expansion Plans

4 Digital Ad Fraud Detection Software Breakdown Data by Type
    4.1 Global Digital Ad Fraud Detection Software Historic Market Size by Type (2016-2021)
    4.2 Global Digital Ad Fraud Detection Software Forecasted Market Size by Type (2022-2027)

5 Digital Ad Fraud Detection Software Breakdown Data by Application
    5.1 Global Digital Ad Fraud Detection Software Historic Market Size by Application (2016-2021)
    5.2 Global Digital Ad Fraud Detection Software Forecasted Market Size by Application (2022-2027)

6 North America
    6.1 North America Digital Ad Fraud Detection Software Market Size (2016-2027)
    6.2 North America Digital Ad Fraud Detection Software Market Size by Type
        6.2.1 North America Digital Ad Fraud Detection Software Market Size by Type (2016-2021)
        6.2.2 North America Digital Ad Fraud Detection Software Market Size by Type (2022-2027)
        6.2.3 North America Digital Ad Fraud Detection Software Market Size by Type (2016-2027)
    6.3 North America Digital Ad Fraud Detection Software Market Size by Application
        6.3.1 North America Digital Ad Fraud Detection Software Market Size by Application (2016-2021)
        6.3.2 North America Digital Ad Fraud Detection Software Market Size by Application (2022-2027)
        6.3.3 North America Digital Ad Fraud Detection Software Market Size by Application (2016-2027)
    6.4 North America Digital Ad Fraud Detection Software Market Size by Country
        6.4.1 North America Digital Ad Fraud Detection Software Market Size by Country (2016-2021)
        6.4.2 North America Digital Ad Fraud Detection Software Market Size by Country (2022-2027)
        6.4.3 United States
        6.4.4 Canada

7 Europe
    7.1 Europe Digital Ad Fraud Detection Software Market Size (2016-2027)
    7.2 Europe Digital Ad Fraud Detection Software Market Size by Type
        7.2.1 Europe Digital Ad Fraud Detection Software Market Size by Type (2016-2021)
        7.2.2 Europe Digital Ad Fraud Detection Software Market Size by Type (2022-2027)
        7.2.3 Europe Digital Ad Fraud Detection Software Market Size by Type (2016-2027)
    7.3 Europe Digital Ad Fraud Detection Software Market Size by Application
        7.3.1 Europe Digital Ad Fraud Detection Software Market Size by Application (2016-2021)
        7.3.2 Europe Digital Ad Fraud Detection Software Market Size by Application (2022-2027)
        7.3.3 Europe Digital Ad Fraud Detection Software Market Size by Application (2016-2027)
    7.4 Europe Digital Ad Fraud Detection Software Market Size by Country
        7.4.1 Europe Digital Ad Fraud Detection Software Market Size by Country (2016-2021)
        7.4.2 Europe Digital Ad Fraud Detection Software Market Size by Country (2022-2027)
        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

8 Asia-Pacific
    8.1 Asia-Pacific Digital Ad Fraud Detection Software Market Size (2016-2027)
    8.2 Asia-Pacific Digital Ad Fraud Detection Software Market Size by Type
        8.2.1 Asia-Pacific Digital Ad Fraud Detection Software Market Size by Type (2016-2021)
        8.2.2 Asia-Pacific Digital Ad Fraud Detection Software Market Size by Type (2022-2027)
        8.2.3 Asia-Pacific Digital Ad Fraud Detection Software Market Size by Type (2016-2027)
    8.3 Asia-Pacific Digital Ad Fraud Detection Software Market Size by Application
        8.3.1 Asia-Pacific Digital Ad Fraud Detection Software Market Size by Application (2016-2021)
        8.3.2 Asia-Pacific Digital Ad Fraud Detection Software Market Size by Application (2022-2027)
        8.3.3 Asia-Pacific Digital Ad Fraud Detection Software Market Size by Application (2016-2027)
    8.4 Asia-Pacific Digital Ad Fraud Detection Software Market Size by Region
        8.4.1 Asia-Pacific Digital Ad Fraud Detection Software Market Size by Region (2016-2021)
        8.4.2 Asia-Pacific Digital Ad Fraud Detection Software Market Size by Region (2022-2027)
        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 Digital Ad Fraud Detection Software Market Size (2016-2027)
    9.2 Latin America Digital Ad Fraud Detection Software Market Size by Type
        9.2.1 Latin America Digital Ad Fraud Detection Software Market Size by Type (2016-2021)
        9.2.2 Latin America Digital Ad Fraud Detection Software Market Size by Type (2022-2027)
        9.2.3 Latin America Digital Ad Fraud Detection Software Market Size by Type (2016-2027)
    9.3 Latin America Digital Ad Fraud Detection Software Market Size by Application
        9.3.1 Latin America Digital Ad Fraud Detection Software Market Size by Application (2016-2021)
        9.3.2 Latin America Digital Ad Fraud Detection Software Market Size by Application (2022-2027)
        9.3.3 Latin America Digital Ad Fraud Detection Software Market Size by Application (2016-2027)
    9.4 Latin America Digital Ad Fraud Detection Software Market Size by Country
        9.4.1 Latin America Digital Ad Fraud Detection Software Market Size by Country (2016-2021)
        9.4.2 Latin America Digital Ad Fraud Detection Software Market Size by Country (2022-2027)
        9.4.3 Mexico
        9.4.4 Brazil

10 Middle East & Africa
    10.1 Middle East & Africa Digital Ad Fraud Detection Software Market Size (2016-2027)
    10.2 Middle East & Africa Digital Ad Fraud Detection Software Market Size by Type
        10.2.1 Middle East & Africa Digital Ad Fraud Detection Software Market Size by Type (2016-2021)
        10.2.2 Middle East & Africa Digital Ad Fraud Detection Software Market Size by Type (2022-2027)
        10.2.3 Middle East & Africa Digital Ad Fraud Detection Software Market Size by Type (2016-2027)
    10.3 Middle East & Africa Digital Ad Fraud Detection Software Market Size by Application
        10.3.1 Middle East & Africa Digital Ad Fraud Detection Software Market Size by Application (2016-2021)
        10.3.2 Middle East & Africa Digital Ad Fraud Detection Software Market Size by Application (2022-2027)
        10.3.3 Middle East & Africa Digital Ad Fraud Detection Software Market Size by Application (2016-2027)
    10.4 Middle East & Africa Digital Ad Fraud Detection Software Market Size by Country
        10.4.1 Middle East & Africa Digital Ad Fraud Detection Software Market Size by Country (2016-2021)
        10.4.2 Middle East & Africa Digital Ad Fraud Detection Software Market Size by Country (2022-2027)
        10.4.3 Turkey
        10.4.4 Saudi Arabia
        10.4.5 UAE

11 Key Players Profiles
    11.1 White Ops
        11.1.1 White Ops Company Details
        11.1.2 White Ops Business Overview
        11.1.3 White Ops Digital Ad Fraud Detection Software Introduction
        11.1.4 White Ops Revenue in Digital Ad Fraud Detection Software Business (2016-2021)
        11.1.5 White Ops Recent Development
    11.2 Confiant
        11.2.1 Confiant Company Details
        11.2.2 Confiant Business Overview
        11.2.3 Confiant Digital Ad Fraud Detection Software Introduction
        11.2.4 Confiant Revenue in Digital Ad Fraud Detection Software Business (2016-2021)
        11.2.5 Confiant Recent Development
    11.3 IAS (Integral Ad Science)
        11.3.1 IAS (Integral Ad Science) Company Details
        11.3.2 IAS (Integral Ad Science) Business Overview
        11.3.3 IAS (Integral Ad Science) Digital Ad Fraud Detection Software Introduction
        11.3.4 IAS (Integral Ad Science) Revenue in Digital Ad Fraud Detection Software Business (2016-2021)
        11.3.5 IAS (Integral Ad Science) Recent Development
    11.4 DoubleVerify
        11.4.1 DoubleVerify Company Details
        11.4.2 DoubleVerify Business Overview
        11.4.3 DoubleVerify Digital Ad Fraud Detection Software Introduction
        11.4.4 DoubleVerify Revenue in Digital Ad Fraud Detection Software Business (2016-2021)
        11.4.5 DoubleVerify Recent Development
    11.5 Pixalate
        11.5.1 Pixalate Company Details
        11.5.2 Pixalate Business Overview
        11.5.3 Pixalate Digital Ad Fraud Detection Software Introduction
        11.5.4 Pixalate Revenue in Digital Ad Fraud Detection Software Business (2016-2021)
        11.5.5 Pixalate Recent Development
    11.6 Forensiq by Impact
        11.6.1 Forensiq by Impact Company Details
        11.6.2 Forensiq by Impact Business Overview
        11.6.3 Forensiq by Impact Digital Ad Fraud Detection Software Introduction
        11.6.4 Forensiq by Impact Revenue in Digital Ad Fraud Detection Software Business (2016-2021)
        11.6.5 Forensiq by Impact Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix
    13.1 Research Methodology
        13.1.1 Methodology/Research Approach
        13.1.2 Data Source
    13.2 Disclaimer
    13.3 Author Details
List of Tables
    Table 1. Global Digital Ad Fraud Detection Software Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027
    Table 2. Key Players of On-premises
    Table 3. Key Players of Cloud
    Table 4. Global Digital Ad Fraud Detection Software Market Size Growth by Application (US$ Million): 2016 VS 2021 VS 2027
    Table 5. Global Digital Ad Fraud Detection Software Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027
    Table 6. Global Digital Ad Fraud Detection Software Market Size by Regions (2016-2021) & (US$ Million)
    Table 7. Global Digital Ad Fraud Detection Software Market Share by Regions (2016-2021)
    Table 8. Global Digital Ad Fraud Detection Software Forecasted Market Size by Regions (2022-2027) & (US$ Million)
    Table 9. Global Digital Ad Fraud Detection Software Market Share by Regions (2022-2027)
    Table 10. Digital Ad Fraud Detection Software Market Trends
    Table 11. Digital Ad Fraud Detection Software Market Drivers
    Table 12. Digital Ad Fraud Detection Software Market Challenges
    Table 13. Digital Ad Fraud Detection Software Market Restraints
    Table 14. Global Digital Ad Fraud Detection Software Revenue by Players (2016-2021) & (US$ Million)
    Table 15. Global Digital Ad Fraud Detection Software Market Share by Players (2016-2021)
    Table 16. Global Top Digital Ad Fraud Detection Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Digital Ad Fraud Detection Software as of 2020)
    Table 17. Ranking of Global Top Digital Ad Fraud Detection Software Companies by Revenue (US$ Million) in 2020
    Table 18. Global 5 Largest Players Market Share by Digital Ad Fraud Detection Software Revenue (CR5 and HHI) & (2016-2021)
    Table 19. Key Players Headquarters and Area Served
    Table 20. Key Players Digital Ad Fraud Detection Software Product Solution and Service
    Table 21. Date of Enter into Digital Ad Fraud Detection Software Market
    Table 22. Mergers & Acquisitions, Expansion Plans
    Table 23. Global Digital Ad Fraud Detection Software Market Size by Type (2016-2021) (US$ Million)
    Table 24. Global Digital Ad Fraud Detection Software Revenue Market Share by Type (2016-2021)
    Table 25. Global Digital Ad Fraud Detection Software Forecasted Market Size by Type (2022-2027) (US$ Million)
    Table 26. Global Digital Ad Fraud Detection Software Revenue Market Share by Type (2022-2027) & (US$ Million)
    Table 27. Global Digital Ad Fraud Detection Software Market Size Share by Application (2016-2021) & (US$ Million)
    Table 28. Global Digital Ad Fraud Detection Software Revenue Market Share by Application (2016-2021)
    Table 29. Global Digital Ad Fraud Detection Software Forecasted Market Size by Application (2022-2027) (US$ Million)
    Table 30. Global Digital Ad Fraud Detection Software Revenue Market Share by Application (2022-2027) & (US$ Million)
    Table 31. North America Digital Ad Fraud Detection Software Market Size by Type (2016-2021) (US$ Million)
    Table 32. North America Digital Ad Fraud Detection Software Market Size by Type (2022-2027) & (US$ Million)
    Table 33. North America Digital Ad Fraud Detection Software Market Size by Application (2016-2021) (US$ Million)
    Table 34. North America Digital Ad Fraud Detection Software Market Size by Application (2022-2027) & (US$ Million)
    Table 35. North America Digital Ad Fraud Detection Software Market Size by Country (2016-2021) & (US$ Million) 
    Table 36. North America Digital Ad Fraud Detection Software Market Size by Country (2022-2027) & (US$ Million) 
    Table 37. Europe Digital Ad Fraud Detection Software Market Size by Type (2016-2021) (US$ Million)
    Table 38. Europe Digital Ad Fraud Detection Software Market Size by Type (2022-2027) & (US$ Million)
    Table 39. Europe Digital Ad Fraud Detection Software Market Size by Application (2016-2021) (US$ Million)
    Table 40. Europe Digital Ad Fraud Detection Software Market Size by Application (2022-2027) & (US$ Million)
    Table 41. Europe Digital Ad Fraud Detection Software Market Size by Country (2016-2021) & (US$ Million) 
    Table 42. Europe Digital Ad Fraud Detection Software Market Size by Country (2022-2027) & (US$ Million) 
    Table 43. Asia-Pacific Digital Ad Fraud Detection Software Market Size by Type (2016-2021) (US$ Million)
    Table 44. Asia-Pacific Digital Ad Fraud Detection Software Market Size by Type (2022-2027) & (US$ Million)
    Table 45. Asia-Pacific Digital Ad Fraud Detection Software Market Size by Application (2016-2021) (US$ Million)
    Table 46. Asia-Pacific Digital Ad Fraud Detection Software Market Size by Application (2022-2027) & (US$ Million)
    Table 47. Asia-Pacific Digital Ad Fraud Detection Software Market Size by Region (2016-2021) & (US$ Million) 
    Table 48. Asia-Pacific Digital Ad Fraud Detection Software Market Size by Region (2022-2027) & (US$ Million) 
    Table 49. Latin America Digital Ad Fraud Detection Software Market Size by Type (2016-2021) (US$ Million)
    Table 50. Latin America Digital Ad Fraud Detection Software Market Size by Type (2022-2027) & (US$ Million)
    Table 51. Latin America Digital Ad Fraud Detection Software Market Size by Application (2016-2021) (US$ Million)
    Table 52. Latin America Digital Ad Fraud Detection Software Market Size by Application (2022-2027) & (US$ Million)
    Table 53. Latin America Digital Ad Fraud Detection Software Market Size by Country (2016-2021) & (US$ Million) 
    Table 54. Latin America Digital Ad Fraud Detection Software Market Size by Country (2022-2027) & (US$ Million) 
    Table 55. Middle East & Africa Digital Ad Fraud Detection Software Market Size by Type (2016-2021) (US$ Million)
    Table 56. Middle East & Africa Digital Ad Fraud Detection Software Market Size by Type (2022-2027) & (US$ Million)
    Table 57. Middle East & Africa Digital Ad Fraud Detection Software Market Size by Application (2016-2021) (US$ Million)
    Table 58. Middle East & Africa Digital Ad Fraud Detection Software Market Size by Application (2022-2027) & (US$ Million)
    Table 59. Middle East & Africa Digital Ad Fraud Detection Software Market Size by Country (2016-2021) & (US$ Million) 
    Table 60. Middle East & Africa Digital Ad Fraud Detection Software Market Size by Country (2022-2027) & (US$ Million) 
    Table 61. White Ops Company Details
    Table 62. White Ops Business Overview
    Table 63. White Ops Digital Ad Fraud Detection Software Product
    Table 64. White Ops Revenue in Digital Ad Fraud Detection Software Business (2016-2021) & (US$ Million)
    Table 65. White Ops Recent Development
    Table 66. Confiant Company Details
    Table 67. Confiant Business Overview
    Table 68. Confiant Digital Ad Fraud Detection Software Product
    Table 69. Confiant Revenue in Digital Ad Fraud Detection Software Business (2016-2021) & (US$ Million)
    Table 70. Confiant Recent Development
    Table 71. IAS (Integral Ad Science) Company Details
    Table 72. IAS (Integral Ad Science) Business Overview
    Table 73. IAS (Integral Ad Science) Digital Ad Fraud Detection Software Product
    Table 74. IAS (Integral Ad Science) Revenue in Digital Ad Fraud Detection Software Business (2016-2021) & (US$ Million)
    Table 75. IAS (Integral Ad Science) Recent Development
    Table 76. DoubleVerify Company Details
    Table 77. DoubleVerify Business Overview
    Table 78. DoubleVerify Digital Ad Fraud Detection Software Product
    Table 79. DoubleVerify Revenue in Digital Ad Fraud Detection Software Business (2016-2021) & (US$ Million)
    Table 80. DoubleVerify Recent Development
    Table 81. Pixalate Company Details
    Table 82. Pixalate Business Overview
    Table 83. Pixalate Digital Ad Fraud Detection Software Product
    Table 84. Pixalate Revenue in Digital Ad Fraud Detection Software Business (2016-2021) & (US$ Million)
    Table 85. Pixalate Recent Development
    Table 86. Forensiq by Impact Company Details
    Table 87. Forensiq by Impact Business Overview
    Table 88. Forensiq by Impact Digital Ad Fraud Detection Software Product
    Table 89. Forensiq by Impact Revenue in Digital Ad Fraud Detection Software Business (2016-2021) & (US$ Million)
    Table 90. Forensiq by Impact Recent Development
    Table 91. Research Programs/Design for This Report
    Table 92. Key Data Information from Secondary Sources
    Table 93. Key Data Information from Primary Sources
List of Figures
    Figure 1. Global Digital Ad Fraud Detection Software Market Share by Type: 2020 VS 2027
    Figure 2. On-premises Features
    Figure 3. Cloud Features
    Figure 4. Global Digital Ad Fraud Detection Software Market Share by Application: 2020 VS 2027
    Figure 5. Individual Case Studies
    Figure 6. Small Enterprises(10 to 49 Employees） Case Studies
    Figure 7. Medium-sized Enterprises(50 to 249 Employees) Case Studies
    Figure 8. Large Enterprises(Employ 250 or More People) Case Studies
    Figure 9. Digital Ad Fraud Detection Software Report Years Considered
    Figure 10. Global Digital Ad Fraud Detection Software Market Size (US$ Million), Year-over-Year: 2016-2027
    Figure 11. Global Digital Ad Fraud Detection Software Market Size (US$ Million), 2016 VS 2021 VS 2027
    Figure 12. Global Digital Ad Fraud Detection Software Market Share by Regions: 2020 VS 2027
    Figure 13. Global Digital Ad Fraud Detection Software Market Share by Regions (2022-2027)
    Figure 14. Global Digital Ad Fraud Detection Software Market Share by Players in 2020
    Figure 15. Global Top Digital Ad Fraud Detection Software Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Digital Ad Fraud Detection Software as of 2020
    Figure 16. The Top 10 and 5 Players Market Share by Digital Ad Fraud Detection Software Revenue in 2020
    Figure 17. Global Digital Ad Fraud Detection Software Revenue Market Share by Type (2016-2021)
    Figure 18. Global Digital Ad Fraud Detection Software Revenue Market Share by Type (2022-2027)
    Figure 19. North America Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 20. North America Digital Ad Fraud Detection Software Market Share by Type (2016-2027)
    Figure 21. North America Digital Ad Fraud Detection Software Market Share by Application (2016-2027)
    Figure 22. North America Digital Ad Fraud Detection Software Market Share by Country (2016-2027)
    Figure 23. United States Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 24. Canada Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 25. Europe Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 26. Europe Digital Ad Fraud Detection Software Market Share by Type (2016-2027)
    Figure 27. Europe Digital Ad Fraud Detection Software Market Share by Application (2016-2027)
    Figure 28. Europe Digital Ad Fraud Detection Software Market Share by Country (2016-2027)
    Figure 29. Germany Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 30. France Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 31. U.K. Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 32. Italy Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 33. Russia Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 34. Nordic Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 35. Asia-Pacific Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 36. Asia-Pacific Digital Ad Fraud Detection Software Market Share by Type (2016-2027)
    Figure 37. Asia-Pacific Digital Ad Fraud Detection Software Market Share by Application (2016-2027)
    Figure 38. Asia-Pacific Digital Ad Fraud Detection Software Market Share by Region (2016-2027)
    Figure 39. China Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 40. Japan Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 41. South Korea Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 42. Southeast Asia Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 43. India Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 44. Australia Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 45. Latin America Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 46. Latin America Digital Ad Fraud Detection Software Market Share by Type (2016-2027)
    Figure 47. Latin America Digital Ad Fraud Detection Software Market Share by Application (2016-2027)
    Figure 48. Latin America Digital Ad Fraud Detection Software Market Share by Country (2016-2027)
    Figure 49. Mexico Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 50. Brazil Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 51. Middle East & Africa Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 52. Middle East & Africa Digital Ad Fraud Detection Software Market Share by Type (2016-2027)
    Figure 53. Middle East & Africa Digital Ad Fraud Detection Software Market Share by Application (2016-2027)
    Figure 54. Middle East & Africa Digital Ad Fraud Detection Software Market Share by Country (2016-2027)
    Figure 55. Turkey Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 56. Saudi Arabia Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 57. UAE Digital Ad Fraud Detection Software Market Size YoY Growth (2016-2027) & (US$ Million)
    Figure 58. White Ops Revenue Growth Rate in Digital Ad Fraud Detection Software Business (2016-2021)
    Figure 59. Confiant Revenue Growth Rate in Digital Ad Fraud Detection Software Business (2016-2021)
    Figure 60. IAS (Integral Ad Science) Revenue Growth Rate in Digital Ad Fraud Detection Software Business (2016-2021)
    Figure 61. DoubleVerify Revenue Growth Rate in Digital Ad Fraud Detection Software Business (2016-2021)
    Figure 62. Pixalate Revenue Growth Rate in Digital Ad Fraud Detection Software Business (2016-2021)
    Figure 63. Forensiq by Impact Revenue Growth Rate in Digital Ad Fraud Detection Software Business (2016-2021)
    Figure 64. Bottom-up and Top-down Approaches for This Report
    Figure 65. Data Triangulation
    Figure 66. Key Executives Interviewed
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Companies Included in Reports:
White Ops
Confiant
IAS (Integral Ad Science)
DoubleVerify
Pixalate
Forensiq by Impact
Frequently Asked Questions
Digital Ad Fraud Detection Software report offers great insights of the market and consumer data and their interpretation through various figures and graphs. Report has embedded global market and regional market deep analysis through various research methodologies. The report also offers great competitor analysis of the industries and highlights the key aspect of their business like success stories, market development and growth rate.
Digital Ad Fraud Detection Software report is categorised based on following features:
  1. Global Market Players
  2. Geopolitical regions
  3. Consumer Insights
  4. Technological advancement
  5. Historic and Future Analysis of the Market
Digital Ad Fraud Detection Software report is designed on the six basic aspects of analysing the market, which covers the SWOT and SWAR analysis like strength, weakness, opportunity, threat, aspirations and results. This methodology helps investors to reach on to the desired and correct decision to put their capital into the market.

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