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Mobile Ad Fraud Detection Software

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Mobile Ad Fraud Detection Software Industry Research Report 2026

Report ID 174190640515 April 2026145 pages

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Industry ResearchMobile Ad Fraud Detection Software Industry Research Report 2026145 pages · $2,950 USDIndustry Growth & TrendsGlobal Mobile Ad Fraud Detection Software Industry Growth and Trends Forecast to 2032124 pages · $3,450 USDMarket StructureGlobal Mobile Ad Fraud Detection Software Market by Size, by Type, by Application, by Region, History and Forecast 2021-2032196 pages · $3,950 USDMarket Outlook & Growth OpportunitiesGlobal Mobile Ad Fraud Detection Software Market Outlook and Growth Opportunities 2026$4,250 USDMarket Analysis & ForecastGlobal Mobile Ad Fraud Detection Software Market Analysis and Forecast 2026-2032200 pages · $4,950 USD

Market perspective

The global Mobile Ad Fraud Detection Software market was valued at US$ million in 2025 and is projected to reach US$ million by 2032, implying a CAGR of % over 2026–2032.

North America: the Mobile Ad Fraud Detection Software market is projected to increase from US$ million in 2026 to US$ million by 2032, reflecting a CAGR of % over 2026–2032. Europe: the Mobile Ad Fraud Detection Software market is projected to rise from US$ million in 2026 to US$ million by 2032, registering a CAGR of % over 2026–2032. Asia Pacific: the Mobile Ad Fraud Detection Software market is expected to grow from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026–2032. Leading global service providers of Mobile Ad Fraud Detection Software include Adjust, AppsFlyer, Kochava, TUNE, DoubleVerify, Integral Ad Science (IAS), Oracle Advertising, DataVisor and FraudScore, among others; in 2025, the top three vendors together accounted for approximately % of global revenue.

Report Scope

Read the full market overview

This report quantifies the global Mobile Ad Fraud Detection Software market in terms of revenue (US$ million) and, where applicable, service volume (k units), using 2024 as the base year and providing annual historical and forecast data for 2021–2032.

It standardizes definitions of service Types and end-use Applications, harmonizes provider attribution, and delivers comparable time series by company, Type, Application, and region or country, including indicative price bands (US$/k units) and concentration ratios (CR5/CR10). Outputs are intended to support service design, budgeting, capacity planning, and benchmarking for providers, platforms, channel partners, and investors; the report also reviews technology shifts and notable service innovations relevant to Mobile Ad Fraud Detection Software.

Key Companies & Market Share Insights

This section profiles leading service providers with 2021–2025 results and a 2026–2032 outlook—covering revenue, market share, price bands, service portfolio and client mix, regional and channel mix, and key developments (M&A, network expansion, certifications). It also provides global revenue, average price, and—where applicable—volume metrics by provider, and calculates CR5/CR10 and rank changes to support comparative benchmarking.

Mobile Ad Fraud Detection Software Market by Company

Adjust

AppsFlyer

Kochava

TUNE

DoubleVerify

Integral Ad Science (IAS)

Oracle Advertising

DataVisor

FraudScore

InMobi

Mobvista

TalkingData

IP2location

Scalarr

mFilterIt

Vungle

Singular

Branch

TrafficGuard

SKUDO

Pixalate

Xenoss

Fraud Blocker

Mobile Ad Fraud Detection Software Segment by Type

Rule Engine Type

Machine Learning Type

Behavior Analysis Type

Others

Mobile Ad Fraud Detection Software Segment by Application

E-Commerce Platform

Gaming Industry

Social Media

Content Platform/KOL

Others

Mobile Ad Fraud Detection Software Segment by Region

North America

United States

Canada

Mexico

Europe

Germany

France

U.K.

Italy

Spain

Russia

Netherlands

Nordic Countries

Asia-Pacific

China

Japan

South Korea

India

Australia

Taiwan

Southeast Asia

South America

Brazil

Argentina

Chile

Colombia

Middle East & Africa

Saudi Arabia

Israel

United Arab Emirates

Turkey

Iran

Egypt

Key Drivers & Barriers

High-impact rendering factors and drivers have been studied in this report to aid the readers to understand the general development. Moreover, the report includes restraints and challenges that may act as stumbling blocks on the way of the players. This will assist the users to be attentive and make informed decisions related to business. Specialists have also laid their focus on the upcoming business prospects.

Reasons to Buy This Report

1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global Mobile Ad Fraud Detection Software market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.

2. This report will help stakeholders to understand the global industry status and trends of Mobile Ad Fraud Detection Software and provides them with information on key market drivers, restraints, challenges, and opportunities.

3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in volume and value), competitor ecosystem, new product development, expansion, and acquisition.

4. This report stays updated with novel technology integration, features, and the latest developments in the market

5. This report helps stakeholders to gain insights into which regions to target globally

6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of Mobile Ad Fraud Detection Software.

7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.

Chapter Outline

Chapter 1: Research objectives, research methods, data sources, data cross-validation;

Chapter 2: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.

Chapter 3: Provides the analysis of various market segments product types, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.

Chapter 4: Provides the analysis of various market segments application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 5: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.

Chapter 6: Detailed analysis of Mobile Ad Fraud Detection Software companies’ competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.

Chapter 7, 8, 9, 10, 11: North America, Europe, Asia Pacific, South America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.

Chapter 12: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including revenue, gross margin, product introduction, recent development, etc.

Chapter 13: The main points and conclusions of the report.

More report detail

Tables and figures
List of Tables Table 1. Secondary Sources Table 2. Primary Sources Table 3. Market Value Comparison by Type (2021 VS 2025 VS 2032) & (US$ Million) Table 4. Market Value Comparison by Application (2021 VS 2025 VS 2032) & (US$ Million) Table 5. Global Mobile Ad Fraud Detection Software Market Size by Type (2021-2026) & (US$ Million) Table 6. Global Mobile Ad Fraud Detection Software Revenue Market Share by Type (2021-2026) Table 7. Global Mobile Ad Fraud Detection Software Forecasted Market Size by Type (2027-2032) & (US$ Million) Table 8. Global Mobile Ad Fraud Detection Software Revenue Market Share by Type (2027-2032) Table 9. Global Mobile Ad Fraud Detection Software Market Size by Application (2021-2026) & (US$ Million) Table 10. Global Mobile Ad Fraud Detection Software Revenue Market Share by Application (2021-2026) Table 11. Global Mobile Ad Fraud Detection Software Forecasted Market Size by Application (2027-2032) & (US$ Million) Table 12. Global Mobile Ad Fraud Detection Software Revenue Market Share by Application (2027-2032) Table 13. Global Mobile Ad Fraud Detection Software Market Size by Region (US$ Million): 2021 VS 2025 VS 2032 Table 14. Global Mobile Ad Fraud Detection Software Market Size by Region (2021-2026) & (US$ Million) Table 15. Global Mobile Ad Fraud Detection Software Market Share by Region (2021-2026) Table 16. Global Mobile Ad Fraud Detection Software Forecasted Market Size by Region (2027-2032) & (US$ Million) Table 17. Global Mobile Ad Fraud Detection Software Market Share by Region (2027-2032) Table 18. Mobile Ad Fraud Detection Software Industry Trends Table 19. Mobile Ad Fraud Detection Software Industry Drivers Table 20. Mobile Ad Fraud Detection Software Industry Opportunities and Challenges Table 21. Mobile Ad Fraud Detection Software Market Restraints Table 22. Global Top Mobile Ad Fraud Detection Software Players by Revenue (US$ Million) & (2021-2026) Table 23. Global Mobile Ad Fraud Detection Software Revenue Market Share by Players (2021-2026) Table 24. Global Mobile Ad Fraud Detection Software Industry Players Ranking, 2024 VS 2025 VS 2026 Table 25. Global Key Players of Mobile Ad Fraud Detection Software, Headquarters and Area Served Table 26. Global Mobile Ad Fraud Detection Software Players, Product Type & Application Table 27. Global Players Market Concentration Ratio (CR5 and HHI) Table 28. Global Mobile Ad Fraud Detection Software by Players Type (Tier 1, Tier 2, and Tier 3) & (Based on the Revenue of 2025) Table 29. Players Mergers & Acquisitions, Expansion Plans Table 30. North America Mobile Ad Fraud Detection Software Market Growth Rate by Country: 2021 VS 2025 VS 2032 (US$ Million) Table 31. North America Mobile Ad Fraud Detection Software Market Size by Country (2021-2026) & (US$ Million) Table 32. North America Mobile Ad Fraud Detection Software Market Size by Country (2027-2032) & (US$ Million) Table 33. Europe Mobile Ad Fraud Detection Software Market Growth Rate by Country: 2021 VS 2025 VS 2032 (US$ Million) Table 34. Europe Mobile Ad Fraud Detection Software Market Size by Country (2021-2026) & (US$ Million) Table 35. Europe Mobile Ad Fraud Detection Software Market Size by Country (2027-2032) & (US$ Million) Table 36. Asia Pacific Mobile Ad Fraud Detection Software Market Growth Rate by Country: 2021 VS 2025 VS 2032 (US$ Million) Table 37. Asia Pacific Mobile Ad Fraud Detection Software Market Size by Region (2021-2026) & (US$ Million) Table 38. Asia Pacific Mobile Ad Fraud Detection Software Market Size by Country (2027-2032) & (US$ Million) Table 39. South America Mobile Ad Fraud Detection Software Market Growth Rate by Country: 2021 VS 2025 VS 2032 (US$ Million) Table 40. South America Mobile Ad Fraud Detection Software Market Size by Country (2021-2026) & (US$ Million) Table 41. South America Mobile Ad Fraud Detection Software Market Size by Country (2027-2032) & (US$ Million) Table 42. Middle East & Africa Mobile Ad Fraud Detection Software Market Growth Rate by Country: 2021 VS 2025 VS 2032 (US$ Million) Table 43. Middle East & Africa Mobile Ad Fraud Detection Software Market Size by Country (2021-2026) & (US$ Million) Table 44. Middle East & Africa Mobile Ad Fraud Detection Software Market Size by Country (2027-2032) & (US$ Million) Table 45. Adjust Company Information Table 46. Adjust Business Overview Table 47. Adjust Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 48. Adjust Mobile Ad Fraud Detection Software Product Portfolio Table 49. Adjust Recent Developments Table 50. AppsFlyer Company Information Table 51. AppsFlyer Business Overview Table 52. AppsFlyer Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 53. AppsFlyer Mobile Ad Fraud Detection Software Product Portfolio Table 54. AppsFlyer Recent Developments Table 55. Kochava Company Information Table 56. Kochava Business Overview Table 57. Kochava Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 58. Kochava Mobile Ad Fraud Detection Software Product Portfolio Table 59. Kochava Recent Developments Table 60. TUNE Company Information Table 61. TUNE Business Overview Table 62. TUNE Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 63. TUNE Mobile Ad Fraud Detection Software Product Portfolio Table 64. TUNE Recent Developments Table 65. DoubleVerify Company Information Table 66. DoubleVerify Business Overview Table 67. DoubleVerify Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 68. DoubleVerify Mobile Ad Fraud Detection Software Product Portfolio Table 69. DoubleVerify Recent Developments Table 70. Integral Ad Science (IAS) Company Information Table 71. Integral Ad Science (IAS) Business Overview Table 72. Integral Ad Science (IAS) Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 73. Integral Ad Science (IAS) Mobile Ad Fraud Detection Software Product Portfolio Table 74. Integral Ad Science (IAS) Recent Developments Table 75. Oracle Advertising Company Information Table 76. Oracle Advertising Business Overview Table 77. Oracle Advertising Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 78. Oracle Advertising Mobile Ad Fraud Detection Software Product Portfolio Table 79. Oracle Advertising Recent Developments Table 80. DataVisor Company Information Table 81. DataVisor Business Overview Table 82. DataVisor Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 83. DataVisor Mobile Ad Fraud Detection Software Product Portfolio Table 84. DataVisor Recent Developments Table 85. FraudScore Company Information Table 86. FraudScore Business Overview Table 87. FraudScore Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 88. FraudScore Mobile Ad Fraud Detection Software Product Portfolio Table 89. FraudScore Recent Developments Table 90. InMobi Company Information Table 91. InMobi Business Overview Table 92. InMobi Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 93. InMobi Mobile Ad Fraud Detection Software Product Portfolio Table 94. InMobi Recent Developments Table 95. Mobvista Company Information Table 96. Mobvista Business Overview Table 97. Mobvista Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 98. Mobvista Mobile Ad Fraud Detection Software Product Portfolio Table 99. Mobvista Recent Developments Table 100. TalkingData Company Information Table 101. TalkingData Business Overview Table 102. TalkingData Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 103. TalkingData Mobile Ad Fraud Detection Software Product Portfolio Table 104. TalkingData Recent Developments Table 105. IP2location Company Information Table 106. IP2location Business Overview Table 107. IP2location Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 108. IP2location Mobile Ad Fraud Detection Software Product Portfolio Table 109. IP2location Recent Developments Table 110. Scalarr Company Information Table 111. Scalarr Business Overview Table 112. Scalarr Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 113. Scalarr Mobile Ad Fraud Detection Software Product Portfolio Table 114. Scalarr Recent Developments Table 115. mFilterIt Company Information Table 116. mFilterIt Business Overview Table 117. mFilterIt Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 118. mFilterIt Mobile Ad Fraud Detection Software Product Portfolio Table 119. mFilterIt Recent Developments Table 120. Vungle Company Information Table 121. Vungle Business Overview Table 122. Vungle Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 123. Vungle Mobile Ad Fraud Detection Software Product Portfolio Table 124. Vungle Recent Developments Table 125. Singular Company Information Table 126. Singular Business Overview Table 127. Singular Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 128. Singular Mobile Ad Fraud Detection Software Product Portfolio Table 129. Singular Recent Developments Table 130. Branch Company Information Table 131. Branch Business Overview Table 132. Branch Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 133. Branch Mobile Ad Fraud Detection Software Product Portfolio Table 134. Branch Recent Developments Table 135. TrafficGuard Company Information Table 136. TrafficGuard Business Overview Table 137. TrafficGuard Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 138. TrafficGuard Mobile Ad Fraud Detection Software Product Portfolio Table 139. TrafficGuard Recent Developments Table 140. SKUDO Company Information Table 141. SKUDO Business Overview Table 142. SKUDO Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 143. SKUDO Mobile Ad Fraud Detection Software Product Portfolio Table 144. SKUDO Recent Developments Table 145. Pixalate Company Information Table 146. Pixalate Business Overview Table 147. Pixalate Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 148. Pixalate Mobile Ad Fraud Detection Software Product Portfolio Table 149. Pixalate Recent Developments Table 150. Xenoss Company Information Table 151. Xenoss Business Overview Table 152. Xenoss Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 153. Xenoss Mobile Ad Fraud Detection Software Product Portfolio Table 154. Xenoss Recent Developments Table 155. Fraud Blocker Company Information Table 156. Fraud Blocker Business Overview Table 157. Fraud Blocker Revenue in Mobile Ad Fraud Detection Software Business (2021-2026) & (US$ Million) Table 158. Fraud Blocker Mobile Ad Fraud Detection Software Product Portfolio Table 159. Fraud Blocker Recent Developments Table 160. Authors List of This Report List of Figures Figure 1. Research Methodology Figure 2. Research Process Figure 3. Key Executives Interviewed Figure 4. Mobile Ad Fraud Detection Software Product Image Figure 5. Global Mobile Ad Fraud Detection Software Market Size Comparison by Type (2021 VS 2025 VS 2032) & (US$ Million) Figure 6. Global Mobile Ad Fraud Detection Software Market Share by Type: 2025 VS 2032 Figure 7. Rule Engine Type Product Figure 8. Machine Learning Type Product Figure 9. Behavior Analysis Type Product Figure 10. Others Product Figure 11. Global Mobile Ad Fraud Detection Software Market Size by Application (2021 VS 2025 VS 2032) & (US$ Million) Figure 12. Global Mobile Ad Fraud Detection Software Market Share by Application: 2025 VS 2032 Figure 13. E-Commerce Platform Product Figure 14. Gaming Industry Product Figure 15. Social Media Product Figure 16. Content Platform/KOL Product Figure 17. Others Product Figure 18. Global Mobile Ad Fraud Detection Software Market Size (US$ Million), Year-over-Year: 2021-2032 Figure 19. Global Mobile Ad Fraud Detection Software Market Size, (US$ Million), 2021 VS 2025 VS 2032 Figure 20. Global Mobile Ad Fraud Detection Software Market Share by Region: 2025 VS 2032 Figure 21. Global Mobile Ad Fraud Detection Software Market Share by Players in 2025 Figure 22. Global Mobile Ad Fraud Detection Software Manufacturers Established Date Figure 23. Global Top 5 and 10 Mobile Ad Fraud Detection Software Players Market Share by Revenue in 2025 Figure 24. Players Type (Tier 1, Tier 2, and Tier 3): 2021 VS 2025 Figure 25. North America Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 26. North America Mobile Ad Fraud Detection Software Market Share by Country (2021-2032) Figure 27. United States Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 28. Canada Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 29. Mexico Mobile Ad Fraud Detection Software Market Share by Country (2021-2032) Figure 30. Europe Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 31. Europe Mobile Ad Fraud Detection Software Market Share by Country (2021-2032) Figure 32. Germany Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 33. France Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 34. U.K. Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 35. Italy Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 36. Spain Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 37. Russia Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 38. Netherlands Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 39. Nordic Countries Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 40. Asia-Pacific Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 41. Asia-Pacific Mobile Ad Fraud Detection Software Market Share by Country (2021-2032) Figure 42. China Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 43. Japan Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 44. South Korea Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 45. India Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 46. India Mobile Ad Fraud Detection Software Market Share by Country (2021-2032) Figure 47. Australia Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 48. China Taiwan Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 49. Southeast Asia Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 50. South America Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 51. South America Mobile Ad Fraud Detection Software Market Share by Country (2021-2032) Figure 52. Brazil Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 53. Argentina Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 54. Chile Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 55. Colombia Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 56. Peru Mobile Ad Fraud Detection Software Market Size YoY Growth (2021-2032) & (US$ Million) Figure 57. Adjust Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 58. AppsFlyer Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 59. Kochava Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 60. TUNE Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 61. DoubleVerify Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 62. Integral Ad Science (IAS) Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 63. Oracle Advertising Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 64. DataVisor Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 65. FraudScore Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 66. InMobi Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 67. Mobvista Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 68. TalkingData Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 69. IP2location Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 70. Scalarr Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 71. mFilterIt Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 72. Vungle Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 73. Singular Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 74. Branch Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 75. TrafficGuard Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 76. SKUDO Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 77. Pixalate Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 78. Xenoss Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026) Figure 79. Fraud Blocker Revenue Growth Rate in Mobile Ad Fraud Detection Software Business (2021-2026)

Scope & coverage.

Types
  • Rule Engine Type
  • Machine Learning Type
  • Behavior Analysis Type
  • Others
Applications
  • E-Commerce Platform
  • Gaming Industry
  • Social Media
  • Content Platform/KOL
  • Others
Companies covered
  • Adjust
  • AppsFlyer
  • Kochava
  • TUNE
  • DoubleVerify
  • Integral Ad Science (IAS)
  • Oracle Advertising
  • DataVisor
  • FraudScore
  • InMobi
  • Mobvista
  • TalkingData
  • IP2location
  • Scalarr
  • mFilterIt
  • Vungle
  • Singular
  • Branch
  • TrafficGuard
  • SKUDO
  • Pixalate
  • Xenoss
  • Fraud Blocker

Inside the report.

1 Preface
  1. 1.1 Scope of Report
  2. 1.2 Reasons for Doing This Study
  3. 1.3 Research Methodology
  4. 1.4 Research Process
  5. 1.5 Data Source
  6. 1.5.1 Secondary Sources
  7. 1.5.2 Primary Sources
2 Market Overview
  1. 2.1 Product Definition
  2. 2.2 Mobile Ad Fraud Detection Software by Type
  3. 2.2.1 Market Value Comparison by Type (2021 VS 2025 VS 2032)
  4. 2.2.2 Rule Engine Type
  5. 2.2.3 Machine Learning Type
  6. 2.2.4 Behavior Analysis Type
  7. 2.2.5 Others
  8. 2.3 Mobile Ad Fraud Detection Software by Application
  9. 2.3.1 Market Value Comparison by Application (2021 VS 2025 VS 2032)
  10. 2.3.2 E-Commerce Platform
  11. 2.3.3 Gaming Industry
  12. 2.3.4 Social Media
  13. 2.3.5 Content Platform/KOL
  14. 2.3.6 Others
  15. 2.4 Assumptions and Limitations
3 Mobile Ad Fraud Detection Software Breakdown Data by Type
  1. 3.1 Global Mobile Ad Fraud Detection Software Historic Market Size by Type (2021-2026)
  2. 3.2 Global Mobile Ad Fraud Detection Software Forecasted Market Size by Type (2027-2032)
4 Mobile Ad Fraud Detection Software Breakdown Data by Application
  1. 4.1 Global Mobile Ad Fraud Detection Software Historic Market Size by Application (2021-2026)
  2. 4.2 Global Mobile Ad Fraud Detection Software Forecasted Market Size by Application (2027-2032)
5 Global Growth Trends
  1. 5.1 Global Mobile Ad Fraud Detection Software Market Perspective (2021-2032)
  2. 5.2 Global Mobile Ad Fraud Detection Software Growth Trends by Region
  3. 5.2.1 Global Mobile Ad Fraud Detection Software Market Size by Region: 2021 VS 2025 VS 2032
  4. 5.2.2 Mobile Ad Fraud Detection Software Historic Market Size by Region (2021-2026)
  5. 5.2.3 Mobile Ad Fraud Detection Software Forecasted Market Size by Region (2027-2032)
  6. 5.3 Mobile Ad Fraud Detection Software Market Dynamics
  7. 5.3.1 Mobile Ad Fraud Detection Software Industry Trends
  8. 5.3.2 Mobile Ad Fraud Detection Software Market Drivers
  9. 5.3.3 Mobile Ad Fraud Detection Software Market Challenges
  10. 5.3.4 Mobile Ad Fraud Detection Software Market Restraints
6 Market Competitive Landscape by Players
  1. 6.1 Global Top Mobile Ad Fraud Detection Software Players by Revenue
  2. 6.1.1 Global Top Mobile Ad Fraud Detection Software Players by Revenue (2021-2026)
  3. 6.1.2 Global Mobile Ad Fraud Detection Software Revenue Market Share by Players (2021-2026)
  4. 6.2 Global Mobile Ad Fraud Detection Software Industry Players Ranking, 2023 VS 2024 VS 2025
  5. 6.3 Global Key Players of Mobile Ad Fraud Detection Software Head Office and Area Served
  6. 6.4 Global Mobile Ad Fraud Detection Software Players, Product Type & Application
  7. 6.5 Global Mobile Ad Fraud Detection Software Manufacturers Established Date
  8. 6.6 Global Mobile Ad Fraud Detection Software Market CR5 and HHI
  9. 6.7 Global Players Mergers & Acquisition
7 North America
  1. 7.1 North America Mobile Ad Fraud Detection Software Market Size (2021-2032)
  2. 7.2 North America Mobile Ad Fraud Detection Software Market Growth Rate by Country: 2021 VS 2025 VS 2032
  3. 7.3 North America Mobile Ad Fraud Detection Software Market Size by Country (2021-2026)
  4. 7.4 North America Mobile Ad Fraud Detection Software Market Size by Country (2027-2032)
  5. 7.5 United States
  6. 7.5 United States
  7. 7.6 Canada
  8. 7.7 Mexico
8 Europe
  1. 8.1 Europe Mobile Ad Fraud Detection Software Market Size (2021-2032)
  2. 8.2 Europe Mobile Ad Fraud Detection Software Market Growth Rate by Country: 2021 VS 2025 VS 2032
  3. 8.3 Europe Mobile Ad Fraud Detection Software Market Size by Country (2021-2026)
  4. 8.4 Europe Mobile Ad Fraud Detection Software Market Size by Country (2027-2032)
  5. 8.5 Germany
  6. 8.6 France
  7. 8.7 U.K.
  8. 8.8 Italy
  9. 8.9 Spain
  10. 8.10 Russia
  11. 8.11 Netherlands
  12. 8.12 Nordic Countries
9 Asia-Pacific
  1. 9.1 Asia-Pacific Mobile Ad Fraud Detection Software Market Size (2021-2032)
  2. 9.2 Asia-Pacific Mobile Ad Fraud Detection Software Market Growth Rate by Country: 2021 VS 2025 VS 2032
  3. 9.3 Asia-Pacific Mobile Ad Fraud Detection Software Market Size by Country (2021-2026)
  4. 9.4 Asia-Pacific Mobile Ad Fraud Detection Software Market Size by Country (2027-2032)
  5. 9.5 China
  6. 9.6 Japan
  7. 9.7 South Korea
  8. 9.8 India
  9. 9.9 Australia
  10. 9.10 China Taiwan
  11. 9.11 Southeast Asia
10 South America
  1. 10.1 South America Mobile Ad Fraud Detection Software Market Size (2021-2032)
  2. 10.2 South America Mobile Ad Fraud Detection Software Market Growth Rate by Country: 2021 VS 2025 VS 2032
  3. 10.3 South America Mobile Ad Fraud Detection Software Market Size by Country (2021-2026)
  4. 10.4 South America Mobile Ad Fraud Detection Software Market Size by Country (2027-2032)
  5. 10.5 Brazil
  6. 10.6 Argentina
  7. 10.7 Chile
  8. 10.8 Colombia
  9. 10.9 Peru
11 Middle East & Africa
  1. 11.1 Middle East & Africa Mobile Ad Fraud Detection Software Market Size (2021-2032)
  2. 11.2 Middle East & Africa Mobile Ad Fraud Detection Software Market Growth Rate by Country: 2021 VS 2025 VS 2032
  3. 11.3 Middle East & Africa Mobile Ad Fraud Detection Software Market Size by Country (2021-2026)
  4. 11.4 Middle East & Africa Mobile Ad Fraud Detection Software Market Size by Country (2027-2032)
  5. 11.5 Saudi Arabia
  6. 11.6 Israel
  7. 11.7 United Arab Emirates
  8. 11.8 Turkey
  9. 11.9 Iran
  10. 11.10 Egypt
12 Players Profiled
  1. 12.1 Adjust
  2. 12.1.1 Adjust Company Information
  3. 12.1.2 Adjust Business Overview
  4. 12.1.3 Adjust Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  5. 12.1.4 Adjust Mobile Ad Fraud Detection Software Product Portfolio
  6. 12.1.5 Adjust Recent Developments
  7. 12.2 AppsFlyer
  8. 12.2.1 AppsFlyer Company Information
  9. 12.2.2 AppsFlyer Business Overview
  10. 12.2.3 AppsFlyer Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  11. 12.2.4 AppsFlyer Mobile Ad Fraud Detection Software Product Portfolio
  12. 12.2.5 AppsFlyer Recent Developments
  13. 12.3 Kochava
  14. 12.3.1 Kochava Company Information
  15. 12.3.2 Kochava Business Overview
  16. 12.3.3 Kochava Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  17. 12.3.4 Kochava Mobile Ad Fraud Detection Software Product Portfolio
  18. 12.3.5 Kochava Recent Developments
  19. 12.4 TUNE
  20. 12.4.1 TUNE Company Information
  21. 12.4.2 TUNE Business Overview
  22. 12.4.3 TUNE Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  23. 12.4.4 TUNE Mobile Ad Fraud Detection Software Product Portfolio
  24. 12.4.5 TUNE Recent Developments
  25. 12.5 DoubleVerify
  26. 12.5.1 DoubleVerify Company Information
  27. 12.5.2 DoubleVerify Business Overview
  28. 12.5.3 DoubleVerify Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  29. 12.5.4 DoubleVerify Mobile Ad Fraud Detection Software Product Portfolio
  30. 12.5.5 DoubleVerify Recent Developments
  31. 12.6 Integral Ad Science (IAS)
  32. 12.6.1 Integral Ad Science (IAS) Company Information
  33. 12.6.2 Integral Ad Science (IAS) Business Overview
  34. 12.6.3 Integral Ad Science (IAS) Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  35. 12.6.4 Integral Ad Science (IAS) Mobile Ad Fraud Detection Software Product Portfolio
  36. 12.6.5 Integral Ad Science (IAS) Recent Developments
  37. 12.7 Oracle Advertising
  38. 12.7.1 Oracle Advertising Company Information
  39. 12.7.2 Oracle Advertising Business Overview
  40. 12.7.3 Oracle Advertising Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  41. 12.7.4 Oracle Advertising Mobile Ad Fraud Detection Software Product Portfolio
  42. 12.7.5 Oracle Advertising Recent Developments
  43. 12.8 DataVisor
  44. 12.8.1 DataVisor Company Information
  45. 12.8.2 DataVisor Business Overview
  46. 12.8.3 DataVisor Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  47. 12.8.4 DataVisor Mobile Ad Fraud Detection Software Product Portfolio
  48. 12.8.5 DataVisor Recent Developments
  49. 12.9 FraudScore
  50. 12.9.1 FraudScore Company Information
  51. 12.9.2 FraudScore Business Overview
  52. 12.9.3 FraudScore Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  53. 12.9.4 FraudScore Mobile Ad Fraud Detection Software Product Portfolio
  54. 12.9.5 FraudScore Recent Developments
  55. 12.10 InMobi
  56. 12.10.1 InMobi Company Information
  57. 12.10.2 InMobi Business Overview
  58. 12.10.3 InMobi Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  59. 12.10.4 InMobi Mobile Ad Fraud Detection Software Product Portfolio
  60. 12.10.5 InMobi Recent Developments
  61. 12.11 Mobvista
  62. 12.11.1 Mobvista Company Information
  63. 12.11.2 Mobvista Business Overview
  64. 12.11.3 Mobvista Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  65. 12.11.4 Mobvista Mobile Ad Fraud Detection Software Product Portfolio
  66. 12.11.5 Mobvista Recent Developments
  67. 12.12 TalkingData
  68. 12.12.1 TalkingData Company Information
  69. 12.12.2 TalkingData Business Overview
  70. 12.12.3 TalkingData Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  71. 12.12.4 TalkingData Mobile Ad Fraud Detection Software Product Portfolio
  72. 12.12.5 TalkingData Recent Developments
  73. 12.13 IP2location
  74. 12.13.1 IP2location Company Information
  75. 12.13.2 IP2location Business Overview
  76. 12.13.3 IP2location Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  77. 12.13.4 IP2location Mobile Ad Fraud Detection Software Product Portfolio
  78. 12.13.5 IP2location Recent Developments
  79. 12.14 Scalarr
  80. 12.14.1 Scalarr Company Information
  81. 12.14.2 Scalarr Business Overview
  82. 12.14.3 Scalarr Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  83. 12.14.4 Scalarr Mobile Ad Fraud Detection Software Product Portfolio
  84. 12.14.5 Scalarr Recent Developments
  85. 12.15 mFilterIt
  86. 12.15.1 mFilterIt Company Information
  87. 12.15.2 mFilterIt Business Overview
  88. 12.15.3 mFilterIt Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  89. 12.15.4 mFilterIt Mobile Ad Fraud Detection Software Product Portfolio
  90. 12.15.5 mFilterIt Recent Developments
  91. 12.16 Vungle
  92. 12.16.1 Vungle Company Information
  93. 12.16.2 Vungle Business Overview
  94. 12.16.3 Vungle Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  95. 12.16.4 Vungle Mobile Ad Fraud Detection Software Product Portfolio
  96. 12.16.5 Vungle Recent Developments
  97. 12.17 Singular
  98. 12.17.1 Singular Company Information
  99. 12.17.2 Singular Business Overview
  100. 12.17.3 Singular Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  101. 12.17.4 Singular Mobile Ad Fraud Detection Software Product Portfolio
  102. 12.17.5 Singular Recent Developments
  103. 12.18 Branch
  104. 12.18.1 Branch Company Information
  105. 12.18.2 Branch Business Overview
  106. 12.18.3 Branch Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  107. 12.18.4 Branch Mobile Ad Fraud Detection Software Product Portfolio
  108. 12.18.5 Branch Recent Developments
  109. 12.19 TrafficGuard
  110. 12.19.1 TrafficGuard Company Information
  111. 12.19.2 TrafficGuard Business Overview
  112. 12.19.3 TrafficGuard Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  113. 12.19.4 TrafficGuard Mobile Ad Fraud Detection Software Product Portfolio
  114. 12.19.5 TrafficGuard Recent Developments
  115. 12.20 SKUDO
  116. 12.20.1 SKUDO Company Information
  117. 12.20.2 SKUDO Business Overview
  118. 12.20.3 SKUDO Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  119. 12.20.4 SKUDO Mobile Ad Fraud Detection Software Product Portfolio
  120. 12.20.5 SKUDO Recent Developments
  121. 12.21 Pixalate
  122. 12.21.1 Pixalate Company Information
  123. 12.21.2 Pixalate Business Overview
  124. 12.21.3 Pixalate Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  125. 12.21.4 Pixalate Mobile Ad Fraud Detection Software Product Portfolio
  126. 12.21.5 Pixalate Recent Developments
  127. 12.22 Xenoss
  128. 12.22.1 Xenoss Company Information
  129. 12.22.2 Xenoss Business Overview
  130. 12.22.3 Xenoss Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  131. 12.22.4 Xenoss Mobile Ad Fraud Detection Software Product Portfolio
  132. 12.22.5 Xenoss Recent Developments
  133. 12.23 Fraud Blocker
  134. 12.23.1 Fraud Blocker Company Information
  135. 12.23.2 Fraud Blocker Business Overview
  136. 12.23.3 Fraud Blocker Revenue in Mobile Ad Fraud Detection Software Business (2021-2026)
  137. 12.23.4 Fraud Blocker Mobile Ad Fraud Detection Software Product Portfolio
  138. 12.23.5 Fraud Blocker Recent Developments
13 Report Conclusion
    14 Disclaimer

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