Digital Ad Fraud Detection Software and Forecast Market
1 Introduction to Research & Analysis Reports
1.1 Digital Ad Fraud Detection Software Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Digital Ad Fraud Detection Software Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Digital Ad Fraud Detection Software Overall Market Size
2.1 Global Digital Ad Fraud Detection Software Market Size: 2021 VS 2028
2.2 Global Digital Ad Fraud Detection Software Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Digital Ad Fraud Detection Software Players in Global Market
3.2 Top Global Digital Ad Fraud Detection Software Companies Ranked by Revenue
3.3 Global Digital Ad Fraud Detection Software Revenue by Companies
3.4 Top 3 and Top 5 Digital Ad Fraud Detection Software Companies in Global Market, by Revenue in 2021
3.5 Global Companies Digital Ad Fraud Detection Software Product Type
3.6 Tier 1, Tier 2 and Tier 3 Digital Ad Fraud Detection Software Players in Global Market
3.6.1 List of Global Tier 1 Digital Ad Fraud Detection Software Companies
3.6.2 List of Global Tier 2 and Tier 3 Digital Ad Fraud Detection Software Companies
4 Market Sights by Product
4.1 Overview
4.1.1 by Type - Global Digital Ad Fraud Detection Software Market Size Markets, 2021 & 2028
4.1.2 On-premises
4.1.3 Cloud
4.2 By Type - Global Digital Ad Fraud Detection Software Revenue & Forecasts
4.2.1 By Type - Global Digital Ad Fraud Detection Software Revenue, 2017-2022
4.2.2 By Type - Global Digital Ad Fraud Detection Software Revenue, 2023-2028
4.2.3 By Type - Global Digital Ad Fraud Detection Software Revenue Market Share, 2017-2028
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Digital Ad Fraud Detection Software Market Size, 2021 & 2028
5.1.2 Individual
5.1.3 Small Enterprises(10 to 49 Employees?
5.1.4 Medium-sized Enterprises(50 to 249 Employees)
5.1.5 Large Enterprises(Employ 250 or More People)
5.2 By Application - Global Digital Ad Fraud Detection Software Revenue & Forecasts
5.2.1 By Application - Global Digital Ad Fraud Detection Software Revenue, 2017-2022
5.2.2 By Application - Global Digital Ad Fraud Detection Software Revenue, 2023-2028
5.2.3 By Application - Global Digital Ad Fraud Detection Software Revenue Market Share, 2017-2028
6 Sights by Region
6.1 By Region - Global Digital Ad Fraud Detection Software Market Size, 2021 & 2028
6.2 By Region - Global Digital Ad Fraud Detection Software Revenue & Forecasts
6.2.1 By Region - Global Digital Ad Fraud Detection Software Revenue, 2017-2022
6.2.2 By Region - Global Digital Ad Fraud Detection Software Revenue, 2023-2028
6.2.3 By Region - Global Digital Ad Fraud Detection Software Revenue Market Share, 2017-2028
6.3 North America
6.3.1 By Country - North America Digital Ad Fraud Detection Software Revenue, 2017-2028
6.3.2 US Digital Ad Fraud Detection Software Market Size, 2017-2028
6.3.3 Canada Digital Ad Fraud Detection Software Market Size, 2017-2028
6.3.4 Mexico Digital Ad Fraud Detection Software Market Size, 2017-2028
6.4 Europe
6.4.1 By Country - Europe Digital Ad Fraud Detection Software Revenue, 2017-2028
6.4.2 Germany Digital Ad Fraud Detection Software Market Size, 2017-2028
6.4.3 France Digital Ad Fraud Detection Software Market Size, 2017-2028
6.4.4 U.K. Digital Ad Fraud Detection Software Market Size, 2017-2028
6.4.5 Italy Digital Ad Fraud Detection Software Market Size, 2017-2028
6.4.6 Russia Digital Ad Fraud Detection Software Market Size, 2017-2028
6.4.7 Nordic Countries Digital Ad Fraud Detection Software Market Size, 2017-2028
6.4.8 Benelux Digital Ad Fraud Detection Software Market Size, 2017-2028
6.5 Asia
6.5.1 By Region - Asia Digital Ad Fraud Detection Software Revenue, 2017-2028
6.5.2 China Digital Ad Fraud Detection Software Market Size, 2017-2028
6.5.3 Japan Digital Ad Fraud Detection Software Market Size, 2017-2028
6.5.4 South Korea Digital Ad Fraud Detection Software Market Size, 2017-2028
6.5.5 Southeast Asia Digital Ad Fraud Detection Software Market Size, 2017-2028
6.5.6 India Digital Ad Fraud Detection Software Market Size, 2017-2028
6.6 South America
6.6.1 By Country - South America Digital Ad Fraud Detection Software Revenue, 2017-2028
6.6.2 Brazil Digital Ad Fraud Detection Software Market Size, 2017-2028
6.6.3 Argentina Digital Ad Fraud Detection Software Market Size, 2017-2028
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Digital Ad Fraud Detection Software Revenue, 2017-2028
6.7.2 Turkey Digital Ad Fraud Detection Software Market Size, 2017-2028
6.7.3 Israel Digital Ad Fraud Detection Software Market Size, 2017-2028
6.7.4 Saudi Arabia Digital Ad Fraud Detection Software Market Size, 2017-2028
6.7.5 UAE Digital Ad Fraud Detection Software Market Size, 2017-2028
7 Players Profiles
7.1 White Ops
7.1.1 White Ops Corporate Summary
7.1.2 White Ops Business Overview
7.1.3 White Ops Digital Ad Fraud Detection Software Major Product Offerings
7.1.4 White Ops Digital Ad Fraud Detection Software Revenue in Global Market (2017-2022)
7.1.5 White Ops Key News
7.2 Confiant
7.2.1 Confiant Corporate Summary
7.2.2 Confiant Business Overview
7.2.3 Confiant Digital Ad Fraud Detection Software Major Product Offerings
7.2.4 Confiant Digital Ad Fraud Detection Software Revenue in Global Market (2017-2022)
7.2.5 Confiant Key News
7.3 IAS (Integral Ad Science)
7.3.1 IAS (Integral Ad Science) Corporate Summary
7.3.2 IAS (Integral Ad Science) Business Overview
7.3.3 IAS (Integral Ad Science) Digital Ad Fraud Detection Software Major Product Offerings
7.3.4 IAS (Integral Ad Science) Digital Ad Fraud Detection Software Revenue in Global Market (2017-2022)
7.3.5 IAS (Integral Ad Science) Key News
7.4 DoubleVerify
7.4.1 DoubleVerify Corporate Summary
7.4.2 DoubleVerify Business Overview
7.4.3 DoubleVerify Digital Ad Fraud Detection Software Major Product Offerings
7.4.4 DoubleVerify Digital Ad Fraud Detection Software Revenue in Global Market (2017-2022)
7.4.5 DoubleVerify Key News
7.5 Pixalate
7.5.1 Pixalate Corporate Summary
7.5.2 Pixalate Business Overview
7.5.3 Pixalate Digital Ad Fraud Detection Software Major Product Offerings
7.5.4 Pixalate Digital Ad Fraud Detection Software Revenue in Global Market (2017-2022)
7.5.5 Pixalate Key News
7.6 Forensiq by Impact
7.6.1 Forensiq by Impact Corporate Summary
7.6.2 Forensiq by Impact Business Overview
7.6.3 Forensiq by Impact Digital Ad Fraud Detection Software Major Product Offerings
7.6.4 Forensiq by Impact Digital Ad Fraud Detection Software Revenue in Global Market (2017-2022)
7.6.5 Forensiq by Impact Key News
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
List of Tables
Table 1. Digital Ad Fraud Detection Software Market Opportunities & Trends in Global Market
Table 2. Digital Ad Fraud Detection Software Market Drivers in Global Market
Table 3. Digital Ad Fraud Detection Software Market Restraints in Global Market
Table 4. Key Players of Digital Ad Fraud Detection Software in Global Market
Table 5. Top Digital Ad Fraud Detection Software Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Digital Ad Fraud Detection Software Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Digital Ad Fraud Detection Software Revenue Share by Companies, 2017-2022
Table 8. Global Companies Digital Ad Fraud Detection Software Product Type
Table 9. List of Global Tier 1 Digital Ad Fraud Detection Software Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Digital Ad Fraud Detection Software Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type ? Global Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Digital Ad Fraud Detection Software Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Digital Ad Fraud Detection Software Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application ? Global Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Digital Ad Fraud Detection Software Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Digital Ad Fraud Detection Software Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region ? Global Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Digital Ad Fraud Detection Software Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Digital Ad Fraud Detection Software Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2023-2028
Table 30. White Ops Corporate Summary
Table 31. White Ops Digital Ad Fraud Detection Software Product Offerings
Table 32. White Ops Digital Ad Fraud Detection Software Revenue (US$, Mn), (2017-2022)
Table 33. Confiant Corporate Summary
Table 34. Confiant Digital Ad Fraud Detection Software Product Offerings
Table 35. Confiant Digital Ad Fraud Detection Software Revenue (US$, Mn), (2017-2022)
Table 36. IAS (Integral Ad Science) Corporate Summary
Table 37. IAS (Integral Ad Science) Digital Ad Fraud Detection Software Product Offerings
Table 38. IAS (Integral Ad Science) Digital Ad Fraud Detection Software Revenue (US$, Mn), (2017-2022)
Table 39. DoubleVerify Corporate Summary
Table 40. DoubleVerify Digital Ad Fraud Detection Software Product Offerings
Table 41. DoubleVerify Digital Ad Fraud Detection Software Revenue (US$, Mn), (2017-2022)
Table 42. Pixalate Corporate Summary
Table 43. Pixalate Digital Ad Fraud Detection Software Product Offerings
Table 44. Pixalate Digital Ad Fraud Detection Software Revenue (US$, Mn), (2017-2022)
Table 45. Forensiq by Impact Corporate Summary
Table 46. Forensiq by Impact Digital Ad Fraud Detection Software Product Offerings
Table 47. Forensiq by Impact Digital Ad Fraud Detection Software Revenue (US$, Mn), (2017-2022)
List of Figures
Figure 1. Digital Ad Fraud Detection Software Segment by Type in 2021
Figure 2. Digital Ad Fraud Detection Software Segment by Application in 2021
Figure 3. Global Digital Ad Fraud Detection Software Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Digital Ad Fraud Detection Software Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Digital Ad Fraud Detection Software Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Digital Ad Fraud Detection Software Revenue in 2021
Figure 8. By Type - Global Digital Ad Fraud Detection Software Revenue Market Share, 2017-2028
Figure 9. By Application - Global Digital Ad Fraud Detection Software Revenue Market Share, 2017-2028
Figure 10. By Region - Global Digital Ad Fraud Detection Software Revenue Market Share, 2017-2028
Figure 11. By Country - North America Digital Ad Fraud Detection Software Revenue Market Share, 2017-2028
Figure 12. US Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Digital Ad Fraud Detection Software Revenue Market Share, 2017-2028
Figure 16. Germany Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 17. France Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Digital Ad Fraud Detection Software Revenue Market Share, 2017-2028
Figure 24. China Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 28. India Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Digital Ad Fraud Detection Software Revenue Market Share, 2017-2028
Figure 30. Brazil Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Digital Ad Fraud Detection Software Revenue Market Share, 2017-2028
Figure 33. Turkey Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Digital Ad Fraud Detection Software Revenue, (US$, Mn), 2017-2028
Figure 37. White Ops Digital Ad Fraud Detection Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Confiant Digital Ad Fraud Detection Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. IAS (Integral Ad Science) Digital Ad Fraud Detection Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. DoubleVerify Digital Ad Fraud Detection Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. Pixalate Digital Ad Fraud Detection Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Forensiq by Impact Digital Ad Fraud Detection Software Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Industry Market Size
