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Mobile Ad Fraud Detection Software

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Market Outlook & Growth Opportunities

Global Mobile Ad Fraud Detection Software Market Outlook and Growth Opportunities 2026

Report ID 174190640416 April 2026Not stated

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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 2026 and is projected to reach US$ million by 2032, implying a compound annual growth rate (CAGR) of % over 2026-2032.

The North America market for Mobile Ad Fraud Detection Software is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

The Europe market for Mobile Ad Fraud Detection Software is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

Read the full market overview

The Asia Pacific market for Mobile Ad Fraud Detection Software is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

In China, the Mobile Ad Fraud Detection Software market is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.

Major global companies in the Mobile Ad Fraud Detection Software market 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 market revenue.

This report provides an overview of the global Mobile Ad Fraud Detection Software market in terms of revenue and gross margin, analyzing global market trends using historical revenue data for 2021-2025, estimates for 2026, and projected CAGRs through 2032.

The study covers key producers of Mobile Ad Fraud Detection Software and market revenue by major regions and countries, assesses future market potential, and highlights priority regions and countries for segmenting the market into sub-sectors, with country-specific market value data for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, the Middle East, Africa, and other countries.

The report also presents Mobile Ad Fraud Detection Software revenue, market share, and industry ranking for the main companies for 2021-2026, identifies the major stakeholders in the global market, and analyzes their competitive landscape and market positioning based on recent developments and segmental revenues.

Across the 2021-2026 period, the analysis compares revenue growth and profitability profiles by company, distinguishing participants with sustained expansion from those with more cyclical performance, and relates these patterns to differences in regional exposure, product portfolios, and application focus in the global Mobile Ad Fraud Detection Software market.

Mobile Ad Fraud Detection Software Segment 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

Russia

Spain

Netherlands

Switzerland

Sweden

Poland

Asia-Pacific

China

Japan

South Korea

India

Australia

Taiwan

Southeast Asia

South America

Brazil

Argentina

Chile

Colombia

Middle East & Africa

Egypt

South Africa

Israel

Türkiye

GCC Countries

Study Objectives

1. To analyze and research the global Mobile Ad Fraud Detection Software status and future forecast, involving, revenue, growth rate (CAGR), market share, historical and forecast.

2. To present the Mobile Ad Fraud Detection Software key companies, revenue, market share, and recent developments.

3. To split the Mobile Ad Fraud Detection Software breakdown data by regions, type, companies, and application.

4. To analyze the global and key regions Mobile Ad Fraud Detection Software market potential and advantage, opportunity and challenge, restraints, and risks.

5. To identify Mobile Ad Fraud Detection Software significant trends, drivers, influence factors in global and regions.

6. To analyze Mobile Ad Fraud Detection Software competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.

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 sales 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: Introduces the report scope of the report, global total market size.

Chapter 2: Analysis key trends, drivers, challenges, and opportunities within the global Mobile Ad Fraud Detection Software industry.

Chapter 3: Detailed analysis of Mobile Ad Fraud Detection Software company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.

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

Chapter 5: Provides the analysis of various market segments by 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 6: Sales value of Mobile Ad Fraud Detection Software in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of key country in the world.

Chapter 7: Sales value of Mobile Ad Fraud Detection Software in country level. It provides sigmate data by type, and by application for each country/region.

Chapter 8: 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 9: Concluding Insights.

More report detail

Tables and figures
List of Tables Table 1. Mobile Ad Fraud Detection Software Industry Trends Table 2. Mobile Ad Fraud Detection Software Industry Drivers Table 3. Mobile Ad Fraud Detection Software Industry Opportunities and Challenges Table 4. Mobile Ad Fraud Detection Software Industry Restraints Table 5. Global Mobile Ad Fraud Detection Software Revenue by Company (US$ Million) & (2021-2026) Table 6. Global Mobile Ad Fraud Detection Software Revenue Share by Company (2021-2026) Table 7. Global Mobile Ad Fraud Detection Software Company Ranking, (2024-2026) & (US$ Million) Table 8. Global Mobile Ad Fraud Detection Software Key Company Manufacturing Base & Headquarters Table 9. Global Mobile Ad Fraud Detection Software Company, Product Type & Application Table 10. Global Mobile Ad Fraud Detection Software Company Establishment Date Table 11. Global Company Market Concentration Ratio (CR5 and HHI) Table 12. Global Mobile Ad Fraud Detection Software by Company Type (Tier 1, Tier 2, and Tier 3) & (Based on Revenue of 2025) Table 13. Mergers & Acquisitions, Expansion Table 14. Significant Companies of Rule Engine Type Table 15. Significant Companies of Machine Learning Type Table 16. Significant Companies of Behavior Analysis Type Table 17. Significant Companies of Others Table 18. Global Mobile Ad Fraud Detection Software Sales Value by Type 2021 VS 2025 VS 2032 (US$ Million) Table 19. Global Mobile Ad Fraud Detection Software Sales Value by Type (2021-2026) & (US$ Million) Table 20. Global Mobile Ad Fraud Detection Software Sales Value by Type (2027-2032) & (US$ Million) Table 21. Global Mobile Ad Fraud Detection Software Sales Value Share by Type (2021-2026) Table 22. Global Mobile Ad Fraud Detection Software Sales Value Share by Type (2027-2032) Table 23. Significant Companies of E-Commerce Platform Table 24. Significant Companies of Gaming Industry Table 25. Significant Companies of Social Media Table 26. Significant Companies of Content Platform/KOL Table 27. Significant Companies of Others Table 28. Global Mobile Ad Fraud Detection Software Sales Value by Application 2021 VS 2025 VS 2032 (US$ Million) Table 29. Global Mobile Ad Fraud Detection Software Sales Value by Application (2021-2026) & (US$ Million) Table 30. Global Mobile Ad Fraud Detection Software Sales Value by Application (2027-2032) & (US$ Million) Table 31. Global Mobile Ad Fraud Detection Software Sales Value Share by Application (2021-2026) Table 32. Global Mobile Ad Fraud Detection Software Sales Value Share by Application (2027-2032) Table 33. Global Mobile Ad Fraud Detection Software Sales Value Comparison by Region: 2021 VS 2025 VS 2032 (US$ Million) Table 34. Global Mobile Ad Fraud Detection Software Sales Value by Region (2021-2026) & (US$ Million) Table 35. Global Mobile Ad Fraud Detection Software Sales Value Share by Region (2021-2026) Table 36. Global Mobile Ad Fraud Detection Software Sales Value by Region (2027-2032) & (US$ Million) Table 37. Global Mobile Ad Fraud Detection Software Sales Value Share by Region (2027-2032) Table 38. Global Mobile Ad Fraud Detection Software Sales Value by Country: 2021 VS 2025 VS 2032 (US$ Million) Table 39. Global Mobile Ad Fraud Detection Software Sales Value by Country (2021-2026) & (US$ Million) Table 40. Global Mobile Ad Fraud Detection Software Sales Value Market Share by Country (2021-2026) Table 41. Global Mobile Ad Fraud Detection Software Sales Value by Country (2027-2032) & (US$ Million) Table 42. Global Mobile Ad Fraud Detection Software Sales Value Market Share by Country (2027-2032) Table 43. Adjust Company Information Table 44. Adjust Business Overview Table 45. Adjust Mobile Ad Fraud Detection Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 46. Adjust Mobile Ad Fraud Detection Software Product Portfolio Table 47. Adjust Recent Development Table 48. AppsFlyer Company Information Table 49. AppsFlyer Business Overview Table 50. AppsFlyer Mobile Ad Fraud Detection Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 51. AppsFlyer Mobile Ad Fraud Detection Software Product Portfolio Table 52. AppsFlyer Recent Development Table 53. Kochava Company Information Table 54. Kochava Business Overview Table 55. Kochava Mobile Ad Fraud Detection Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 56. Kochava Mobile Ad Fraud Detection Software Product Portfolio Table 57. Kochava Recent Development Table 58. TUNE Company Information Table 59. TUNE Business Overview Table 60. TUNE Mobile Ad Fraud Detection Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 61. TUNE Mobile Ad Fraud Detection Software Product Portfolio Table 62. TUNE Recent Development Table 63. DoubleVerify Company Information Table 64. DoubleVerify Business Overview Table 65. DoubleVerify Mobile Ad Fraud Detection Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 66. DoubleVerify Mobile Ad Fraud Detection Software Product Portfolio Table 67. DoubleVerify Recent Development Table 68. Integral Ad Science (IAS) Company Information Table 69. Integral Ad Science (IAS) Business Overview Table 70. Integral Ad Science (IAS) Mobile Ad Fraud Detection Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 71. Integral Ad Science (IAS) Mobile Ad Fraud Detection Software Product Portfolio Table 72. Integral Ad Science (IAS) Recent Development Table 73. Oracle Advertising Company Information Table 74. Oracle Advertising Business Overview Table 75. Oracle Advertising Mobile Ad Fraud Detection Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 76. Oracle Advertising Mobile Ad Fraud Detection Software Product Portfolio Table 77. Oracle Advertising Recent Development Table 78. DataVisor Company Information Table 79. DataVisor Business Overview Table 80. DataVisor Mobile Ad Fraud Detection Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 81. DataVisor Mobile Ad Fraud Detection Software Product Portfolio Table 82. DataVisor Recent Development Table 83. FraudScore Company Information Table 84. FraudScore Business Overview Table 85. FraudScore Mobile Ad Fraud Detection Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 86. FraudScore Mobile Ad Fraud Detection Software Product Portfolio Table 87. FraudScore Recent Development Table 88. InMobi Company Information Table 89. InMobi Business Overview Table 90. InMobi Mobile Ad Fraud Detection Software Revenue (US$ Million) and Gross Margin (2021-2026) Table 91. InMobi Mobile Ad Fraud Detection Software Product Portfolio Table 92. InMobi Recent Development Table 93. Mobvista Company Information Table 94. Mobvista Business Overview Table 95. Mobvista Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 96. Mobvista Mobile Ad Fraud Detection Software Product Portfolio Table 97. Mobvista Recent Development Table 98. TalkingData Company Information Table 99. TalkingData Business Overview Table 100. TalkingData Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 101. TalkingData Mobile Ad Fraud Detection Software Product Portfolio Table 102. TalkingData Recent Development Table 103. IP2location Company Information Table 104. IP2location Business Overview Table 105. IP2location Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 106. IP2location Mobile Ad Fraud Detection Software Product Portfolio Table 107. IP2location Recent Development Table 108. Scalarr Company Information Table 109. Scalarr Business Overview Table 110. Scalarr Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 111. Scalarr Mobile Ad Fraud Detection Software Product Portfolio Table 112. Scalarr Recent Development Table 113. mFilterIt Company Information Table 114. mFilterIt Business Overview Table 115. mFilterIt Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 116. mFilterIt Mobile Ad Fraud Detection Software Product Portfolio Table 117. mFilterIt Recent Development Table 118. Vungle Company Information Table 119. Vungle Business Overview Table 120. Vungle Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 121. Vungle Mobile Ad Fraud Detection Software Product Portfolio Table 122. Vungle Recent Development Table 123. Singular Company Information Table 124. Singular Business Overview Table 125. Singular Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 126. Singular Mobile Ad Fraud Detection Software Product Portfolio Table 127. Singular Recent Development Table 128. Branch Company Information Table 129. Branch Business Overview Table 130. Branch Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 131. Branch Mobile Ad Fraud Detection Software Product Portfolio Table 132. Branch Recent Development Table 133. TrafficGuard Company Information Table 134. TrafficGuard Business Overview Table 135. TrafficGuard Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 136. TrafficGuard Mobile Ad Fraud Detection Software Product Portfolio Table 137. TrafficGuard Recent Development Table 138. SKUDO Company Information Table 139. SKUDO Business Overview Table 140. SKUDO Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 141. SKUDO Mobile Ad Fraud Detection Software Product Portfolio Table 142. SKUDO Recent Development Table 143. Pixalate Company Information Table 144. Pixalate Business Overview Table 145. Pixalate Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 146. Pixalate Mobile Ad Fraud Detection Software Product Portfolio Table 147. Pixalate Recent Development Table 148. Xenoss Company Information Table 149. Xenoss Business Overview Table 150. Xenoss Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 151. Xenoss Mobile Ad Fraud Detection Software Product Portfolio Table 152. Xenoss Recent Development Table 153. Fraud Blocker Company Information Table 154. Fraud Blocker Business Overview Table 155. Fraud Blocker Mobile Ad Fraud Detection Software Sales (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 156. Fraud Blocker Mobile Ad Fraud Detection Software Product Portfolio Table 157. Fraud Blocker Recent Development Table 158. Research Programs/Design for This Report Table 159. Authors List of This Report Table 160. Secondary Sources Table 161. Primary Sources List of Figures Figure 1. Mobile Ad Fraud Detection Software Product Image Figure 2. Global Mobile Ad Fraud Detection Software Market Size (US$ Million), 2021 VS 2025 VS 2032 Figure 3. Global Mobile Ad Fraud Detection Software Market Size (2021-2032) & (US$ Million) Figure 4. Global Mobile Ad Fraud Detection Software Company Revenue Ranking in 2025 (US$ Million) Figure 5. Global Top 5 and 10 Company Market Share by Revenue in 2025 (US$ Million) Figure 6. Company Type (Tier 1, Tier 2, and Tier 3): 2021 VS 2025 Figure 7. Rule Engine Type Image Figure 8. Machine Learning Type Image Figure 9. Behavior Analysis Type Image Figure 10. Others Image Figure 11. Global Mobile Ad Fraud Detection Software Sales Value by Type (2021 VS 2025 VS 2032) & (US$ Million) Figure 12. Global Mobile Ad Fraud Detection Software Sales Value Share 2021 VS 2025 VS 2032 Figure 13. Global Mobile Ad Fraud Detection Software Sales Value Share by Type (2021-2032) Figure 14. E-Commerce Platform Image Figure 15. Gaming Industry Image Figure 16. Social Media Image Figure 17. Content Platform/KOL Image Figure 18. Others Image Figure 19. Global Mobile Ad Fraud Detection Software Sales Value by Application (2021 VS 2025 VS 2032) & (US$ Million) Figure 20. Global Mobile Ad Fraud Detection Software Sales Value Share 2021 VS 2025 VS 2032 Figure 21. Global Mobile Ad Fraud Detection Software Sales Value Share by Application (2021-2032) Figure 22. Global Mobile Ad Fraud Detection Software Sales Value Comparison by Region: 2021 VS 2025 VS 2032 (US$ Million) Figure 23. Global Mobile Ad Fraud Detection Software Sales Value Share by Region: 2021 VS 2025 VS 2032 Figure 24. North America Mobile Ad Fraud Detection Software Sales Value (2021-2032) & (US$ Million) Figure 25. North America Mobile Ad Fraud Detection Software Sales Value Share by Country (%), 2025 VS 2032 Figure 26. Europe Mobile Ad Fraud Detection Software Sales Value (2021-2032) & (US$ Million) Figure 27. Europe Mobile Ad Fraud Detection Software Sales Value Share by Country (%), 2025 VS 2032 Figure 28. Asia-Pacific Mobile Ad Fraud Detection Software Sales Value (2021-2032) & (US$ Million) Figure 29. Asia-Pacific Mobile Ad Fraud Detection Software Sales Value Share by Country (%), 2025 VS 2032 Figure 30. South America Mobile Ad Fraud Detection Software Sales Value (2021-2032) & (US$ Million) Figure 31. South America Mobile Ad Fraud Detection Software Sales Value Share by Country (%), 2025 VS 2032 Figure 32. Middle East & Africa Mobile Ad Fraud Detection Software Sales Value (2021-2032) & (US$ Million) Figure 33. Middle East & Africa Mobile Ad Fraud Detection Software Sales Value Share by Country (%), 2025 VS 2032 Figure 34. USA Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 35. USA Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 36. USA Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 37. Canada Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 38. Canada Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 39. Canada Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 40. Mexico Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 41. Mexico Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 42. Mexico Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 43. Germany Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 44. Germany Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 45. Germany Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 46. France Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 47. France Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 48. France Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 49. U.K. Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 50. U.K. Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 51. U.K. Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 52. Italy Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 53. Italy Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 54. Italy Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 55. Spain Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 56. Spain Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 57. Spain Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 58. Russia Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 59. Russia Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 60. Russia Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 61. Netherlands Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 62. Netherlands Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 63. Netherlands Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 64. Nordic Countries Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 65. Nordic Countries Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 66. Nordic Countries Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 67. China Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 68. China Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 69. China Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 70. Japan Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 71. Japan Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 72. Japan Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 73. South Korea Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 74. South Korea Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 75. South Korea Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 76. India Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 77. India Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 78. India Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 79. Australia Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 80. Australia Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 81. Australia Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 82. Southeast Asia Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 83. Southeast Asia Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 84. Southeast Asia Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 85. Brazil Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 86. Brazil Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 87. Brazil Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 88. Argentina Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 89. Argentina Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 90. Argentina Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 91. Chile Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 92. Chile Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 93. Chile Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 94. Colombia Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 95. Colombia Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 96. Colombia Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 97. Peru Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 98. Peru Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 99. Peru Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 100. Saudi Arabia Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 101. Saudi Arabia Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 102. Saudi Arabia Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 103. Israel Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 104. Israel Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 105. Israel Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 106. UAE Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 107. UAE Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 108. UAE Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 109. Turkey Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 110. Turkey Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 111. Turkey Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 112. Iran Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 113. Iran Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 114. Iran Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 115. Egypt Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032) & (US$ Million) Figure 116. Egypt Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032 & (%) Figure 117. Egypt Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032 & (%) Figure 118. Years Considered Figure 119. Research Process Figure 120. Key Executives Interviewed

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 Market Overview
  1. 1.1 Product Definition
  2. 1.2 Global Mobile Ad Fraud Detection Software Market Size, 2021 VS 2025 VS 2032
  3. 1.3 Global Mobile Ad Fraud Detection Software Market Size (2021-2032)
  4. 1.4 Assumptions and Limitations
  5. 1.5 Study Goals and Objectives
2 Mobile Ad Fraud Detection Software Market Dynamics
  1. 2.1 Mobile Ad Fraud Detection Software Industry Trends
  2. 2.2 Mobile Ad Fraud Detection Software Industry Drivers
  3. 2.3 Mobile Ad Fraud Detection Software Industry Opportunities and Challenges
  4. 2.4 Mobile Ad Fraud Detection Software Industry Restraints
3 Mobile Ad Fraud Detection Software Market by Company
  1. 3.1 Global Mobile Ad Fraud Detection Software Company Revenue Ranking in 2025
  2. 3.2 Global Mobile Ad Fraud Detection Software Revenue by Company (2021-2026)
  3. 3.3 Global Mobile Ad Fraud Detection Software Company Ranking (2024-2026)
  4. 3.4 Global Mobile Ad Fraud Detection Software Company Manufacturing Base and Headquarters
  5. 3.5 Global Mobile Ad Fraud Detection Software Company Product Type and Application
  6. 3.6 Global Mobile Ad Fraud Detection Software Company Establishment Date
  7. 3.7 Market Competitive Analysis
  8. 3.7.1 Global Mobile Ad Fraud Detection Software Market Concentration Ratio (CR5 and HHI)
  9. 3.7.2 Global Top 5 and 10 Company Market Share by Revenue in 2025
  10. 3.7.3 2025 Mobile Ad Fraud Detection Software Tier 1, Tier 2, and Tier 3 Companies
  11. 3.8 Mergers and Acquisitions Expansion
4 Mobile Ad Fraud Detection Software Market by Type
  1. 4.1 Mobile Ad Fraud Detection Software Type Introduction
  2. 4.1.1 Rule Engine Type
  3. 4.1.2 Machine Learning Type
  4. 4.1.3 Behavior Analysis Type
  5. 4.1.4 Others
  6. 4.2 Global Mobile Ad Fraud Detection Software Sales Value by Type
  7. 4.2.1 Global Mobile Ad Fraud Detection Software Sales Value by Type (2021 VS 2025 VS 2032)
  8. 4.2.2 Global Mobile Ad Fraud Detection Software Sales Value by Type (2021-2032)
  9. 4.2.3 Global Mobile Ad Fraud Detection Software Sales Value Share by Type (2021-2032)
5 Mobile Ad Fraud Detection Software Market by Application
  1. 5.1 Mobile Ad Fraud Detection Software Application Introduction
  2. 5.1.1 E-Commerce Platform
  3. 5.1.2 Gaming Industry
  4. 5.1.3 Social Media
  5. 5.1.4 Content Platform/KOL
  6. 5.1.5 Others
  7. 5.2 Global Mobile Ad Fraud Detection Software Sales Value by Application
  8. 5.2.1 Global Mobile Ad Fraud Detection Software Sales Value by Application (2021 VS 2025 VS 2032)
  9. 5.2.2 Global Mobile Ad Fraud Detection Software Sales Value by Application (2021-2032)
  10. 5.2.3 Global Mobile Ad Fraud Detection Software Sales Value Share by Application (2021-2032)
6 Mobile Ad Fraud Detection Software Regional Value Analysis
  1. 6.1 Global Mobile Ad Fraud Detection Software Sales Value by Region: 2021 VS 2025 VS 2032
  2. 6.2 Global Mobile Ad Fraud Detection Software Sales Value by Region (2021-2032)
  3. 6.2.1 Global Mobile Ad Fraud Detection Software Sales Value by Region: 2021-2026
  4. 6.2.2 Global Mobile Ad Fraud Detection Software Sales Value by Region (2027-2032)
  5. 6.3 North America
  6. 6.3.1 North America Mobile Ad Fraud Detection Software Sales Value (2021-2032)
  7. 6.3.2 North America Mobile Ad Fraud Detection Software Sales Value Share by Country, 2025 VS 2032
  8. 6.4 Europe
  9. 6.4.1 Europe Mobile Ad Fraud Detection Software Sales Value (2021-2032)
  10. 6.4.2 Europe Mobile Ad Fraud Detection Software Sales Value Share by Country, 2025 VS 2032
  11. 6.5 Asia-Pacific
  12. 6.5.1 Asia-Pacific Mobile Ad Fraud Detection Software Sales Value (2021-2032)
  13. 6.5.2 Asia-Pacific Mobile Ad Fraud Detection Software Sales Value Share by Country, 2025 VS 2032
  14. 6.6 South America
  15. 6.6.1 South America Mobile Ad Fraud Detection Software Sales Value (2021-2032)
  16. 6.6.2 South America Mobile Ad Fraud Detection Software Sales Value Share by Country, 2025 VS 2032
  17. 6.7 Middle East & Africa
  18. 6.7.1 Middle East & Africa Mobile Ad Fraud Detection Software Sales Value (2021-2032)
  19. 6.7.2 Middle East & Africa Mobile Ad Fraud Detection Software Sales Value Share by Country, 2025 VS 2032
7 Mobile Ad Fraud Detection Software Country-level Value Analysis
  1. 7.1 Global Mobile Ad Fraud Detection Software Sales Value by Country: 2021 VS 2025 VS 2032
  2. 7.2 Global Mobile Ad Fraud Detection Software Sales Value by Country (2021-2032)
  3. 7.2.1 Global Mobile Ad Fraud Detection Software Sales Value by Country (2021-2026)
  4. 7.2.2 Global Mobile Ad Fraud Detection Software Sales Value by Country (2027-2032)
  5. 7.3 USA
  6. 7.3.1 USA Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  7. 7.3.2 USA Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  8. 7.3.3 USA Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  9. 7.4 Canada
  10. 7.4.1 Canada Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  11. 7.4.2 Canada Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  12. 7.4.3 Canada Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  13. 7.5 Mexico
  14. 7.5.1 Mexico Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  15. 7.5.2 Mexico Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  16. 7.5.3 Mexico Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  17. 7.6 Germany
  18. 7.6.1 Germany Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  19. 7.6.2 Germany Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  20. 7.6.3 Germany Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  21. 7.7 France
  22. 7.7.1 France Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  23. 7.7.2 France Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  24. 7.7.3 France Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  25. 7.8 U.K.
  26. 7.8.1 U.K. Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  27. 7.8.2 U.K. Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  28. 7.8.3 U.K. Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  29. 7.9 Italy
  30. 7.9.1 Italy Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  31. 7.9.2 Italy Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  32. 7.9.3 Italy Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  33. 7.10 Spain
  34. 7.10.1 Spain Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  35. 7.10.2 Spain Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  36. 7.10.3 Spain Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  37. 7.11 Russia
  38. 7.11.1 Russia Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  39. 7.11.2 Russia Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  40. 7.11.3 Russia Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  41. 7.12 Netherlands
  42. 7.12.1 Netherlands Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  43. 7.12.2 Netherlands Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  44. 7.12.3 Netherlands Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  45. 7.13 Nordic Countries
  46. 7.13.1 Nordic Countries Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  47. 7.13.2 Nordic Countries Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  48. 7.13.3 Nordic Countries Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  49. 7.14 China
  50. 7.14.1 China Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  51. 7.14.2 China Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  52. 7.14.3 China Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  53. 7.15 Japan
  54. 7.15.1 Japan Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  55. 7.15.2 Japan Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  56. 7.15.3 Japan Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  57. 7.16 South Korea
  58. 7.16.1 South Korea Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  59. 7.16.2 South Korea Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  60. 7.16.3 South Korea Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  61. 7.17 India
  62. 7.17.1 India Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  63. 7.17.2 India Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  64. 7.17.3 India Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  65. 7.18 Australia
  66. 7.18.1 Australia Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  67. 7.18.2 Australia Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  68. 7.18.3 Australia Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  69. 7.19 Southeast Asia
  70. 7.19.1 Southeast Asia Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  71. 7.19.2 Southeast Asia Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  72. 7.19.3 Southeast Asia Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  73. 7.20 Brazil
  74. 7.20.1 Brazil Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  75. 7.20.2 Brazil Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  76. 7.20.3 Brazil Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  77. 7.21 Argentina
  78. 7.21.1 Argentina Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  79. 7.21.2 Argentina Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  80. 7.21.3 Argentina Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  81. 7.22 Chile
  82. 7.22.1 Chile Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  83. 7.22.2 Chile Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  84. 7.22.3 Chile Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  85. 7.23 Colombia
  86. 7.23.1 Colombia Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  87. 7.23.2 Colombia Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  88. 7.23.3 Colombia Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  89. 7.24 Peru
  90. 7.24.1 Peru Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  91. 7.24.2 Peru Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  92. 7.24.3 Peru Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  93. 7.25 Saudi Arabia
  94. 7.25.1 Saudi Arabia Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  95. 7.25.2 Saudi Arabia Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  96. 7.25.3 Saudi Arabia Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  97. 7.26 Israel
  98. 7.26.1 Israel Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  99. 7.26.2 Israel Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  100. 7.26.3 Israel Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  101. 7.27 UAE
  102. 7.27.1 UAE Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  103. 7.27.2 UAE Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  104. 7.27.3 UAE Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  105. 7.28 Turkey
  106. 7.28.1 Turkey Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  107. 7.28.2 Turkey Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  108. 7.28.3 Turkey Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  109. 7.29 Iran
  110. 7.29.1 Iran Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  111. 7.29.2 Iran Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  112. 7.29.3 Iran Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
  113. 7.30 Egypt
  114. 7.30.1 Egypt Mobile Ad Fraud Detection Software Sales Value Growth Rate (2021-2032)
  115. 7.30.2 Egypt Mobile Ad Fraud Detection Software Sales Value Share by Type, 2025 VS 2032
  116. 7.30.3 Egypt Mobile Ad Fraud Detection Software Sales Value Share by Application, 2025 VS 2032
8 Company Profiles
  1. 8.1 Adjust
  2. 8.1.1 Adjust Company Information
  3. 8.1.2 Adjust Business Overview
  4. 8.1.3 Adjust Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  5. 8.1.4 Adjust Mobile Ad Fraud Detection Software Product Portfolio
  6. 8.1.5 Adjust Recent Developments
  7. 8.2 AppsFlyer
  8. 8.2.1 AppsFlyer Company Information
  9. 8.2.2 AppsFlyer Business Overview
  10. 8.2.3 AppsFlyer Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  11. 8.2.4 AppsFlyer Mobile Ad Fraud Detection Software Product Portfolio
  12. 8.2.5 AppsFlyer Recent Developments
  13. 8.3 Kochava
  14. 8.3.1 Kochava Company Information
  15. 8.3.2 Kochava Business Overview
  16. 8.3.3 Kochava Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  17. 8.3.4 Kochava Mobile Ad Fraud Detection Software Product Portfolio
  18. 8.3.5 Kochava Recent Developments
  19. 8.4 TUNE
  20. 8.4.1 TUNE Company Information
  21. 8.4.2 TUNE Business Overview
  22. 8.4.3 TUNE Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  23. 8.4.4 TUNE Mobile Ad Fraud Detection Software Product Portfolio
  24. 8.4.5 TUNE Recent Developments
  25. 8.5 DoubleVerify
  26. 8.5.1 DoubleVerify Company Information
  27. 8.5.2 DoubleVerify Business Overview
  28. 8.5.3 DoubleVerify Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  29. 8.5.4 DoubleVerify Mobile Ad Fraud Detection Software Product Portfolio
  30. 8.5.5 DoubleVerify Recent Developments
  31. 8.6 Integral Ad Science (IAS)
  32. 8.6.1 Integral Ad Science (IAS) Company Information
  33. 8.6.2 Integral Ad Science (IAS) Business Overview
  34. 8.6.3 Integral Ad Science (IAS) Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  35. 8.6.4 Integral Ad Science (IAS) Mobile Ad Fraud Detection Software Product Portfolio
  36. 8.6.5 Integral Ad Science (IAS) Recent Developments
  37. 8.7 Oracle Advertising
  38. 8.7.1 Oracle Advertising Company Information
  39. 8.7.2 Oracle Advertising Business Overview
  40. 8.7.3 Oracle Advertising Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  41. 8.7.4 Oracle Advertising Mobile Ad Fraud Detection Software Product Portfolio
  42. 8.7.5 Oracle Advertising Recent Developments
  43. 8.8 DataVisor
  44. 8.8.1 DataVisor Company Information
  45. 8.8.2 DataVisor Business Overview
  46. 8.8.3 DataVisor Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  47. 8.8.4 DataVisor Mobile Ad Fraud Detection Software Product Portfolio
  48. 8.8.5 DataVisor Recent Developments
  49. 8.9 FraudScore
  50. 8.9.1 FraudScore Company Information
  51. 8.9.2 FraudScore Business Overview
  52. 8.9.3 FraudScore Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  53. 8.9.4 FraudScore Mobile Ad Fraud Detection Software Product Portfolio
  54. 8.9.5 FraudScore Recent Developments
  55. 8.10 InMobi
  56. 8.10.1 InMobi Company Information
  57. 8.10.2 InMobi Business Overview
  58. 8.10.3 InMobi Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  59. 8.10.4 InMobi Mobile Ad Fraud Detection Software Product Portfolio
  60. 8.10.5 InMobi Recent Developments
  61. 8.11 Mobvista
  62. 8.11.1 Mobvista Company Information
  63. 8.11.2 Mobvista Business Overview
  64. 8.11.3 Mobvista Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  65. 8.11.4 Mobvista Mobile Ad Fraud Detection Software Product Portfolio
  66. 8.11.5 Mobvista Recent Developments
  67. 8.12 TalkingData
  68. 8.12.1 TalkingData Company Information
  69. 8.12.2 TalkingData Business Overview
  70. 8.12.3 TalkingData Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  71. 8.12.4 TalkingData Mobile Ad Fraud Detection Software Product Portfolio
  72. 8.12.5 TalkingData Recent Developments
  73. 8.13 IP2location
  74. 8.13.1 IP2location Company Information
  75. 8.13.2 IP2location Business Overview
  76. 8.13.3 IP2location Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  77. 8.13.4 IP2location Mobile Ad Fraud Detection Software Product Portfolio
  78. 8.13.5 IP2location Recent Developments
  79. 8.14 Scalarr
  80. 8.14.1 Scalarr Company Information
  81. 8.14.2 Scalarr Business Overview
  82. 8.14.3 Scalarr Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  83. 8.14.4 Scalarr Mobile Ad Fraud Detection Software Product Portfolio
  84. 8.14.5 Scalarr Recent Developments
  85. 8.15 mFilterIt
  86. 8.15.1 mFilterIt Company Information
  87. 8.15.2 mFilterIt Business Overview
  88. 8.15.3 mFilterIt Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  89. 8.15.4 mFilterIt Mobile Ad Fraud Detection Software Product Portfolio
  90. 8.15.5 mFilterIt Recent Developments
  91. 8.16 Vungle
  92. 8.16.1 Vungle Company Information
  93. 8.16.2 Vungle Business Overview
  94. 8.16.3 Vungle Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  95. 8.16.4 Vungle Mobile Ad Fraud Detection Software Product Portfolio
  96. 8.16.5 Vungle Recent Developments
  97. 8.17 Singular
  98. 8.17.1 Singular Company Information
  99. 8.17.2 Singular Business Overview
  100. 8.17.3 Singular Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  101. 8.17.4 Singular Mobile Ad Fraud Detection Software Product Portfolio
  102. 8.17.5 Singular Recent Developments
  103. 8.18 Branch
  104. 8.18.1 Branch Company Information
  105. 8.18.2 Branch Business Overview
  106. 8.18.3 Branch Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  107. 8.18.4 Branch Mobile Ad Fraud Detection Software Product Portfolio
  108. 8.18.5 Branch Recent Developments
  109. 8.19 TrafficGuard
  110. 8.19.1 TrafficGuard Company Information
  111. 8.19.2 TrafficGuard Business Overview
  112. 8.19.3 TrafficGuard Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  113. 8.19.4 TrafficGuard Mobile Ad Fraud Detection Software Product Portfolio
  114. 8.19.5 TrafficGuard Recent Developments
  115. 8.20 SKUDO
  116. 8.20.1 SKUDO Company Information
  117. 8.20.2 SKUDO Business Overview
  118. 8.20.3 SKUDO Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  119. 8.20.4 SKUDO Mobile Ad Fraud Detection Software Product Portfolio
  120. 8.20.5 SKUDO Recent Developments
  121. 8.21 Pixalate
  122. 8.21.1 Pixalate Company Information
  123. 8.21.2 Pixalate Business Overview
  124. 8.21.3 Pixalate Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  125. 8.21.4 Pixalate Mobile Ad Fraud Detection Software Product Portfolio
  126. 8.21.5 Pixalate Recent Developments
  127. 8.22 Xenoss
  128. 8.22.1 Xenoss Company Information
  129. 8.22.2 Xenoss Business Overview
  130. 8.22.3 Xenoss Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  131. 8.22.4 Xenoss Mobile Ad Fraud Detection Software Product Portfolio
  132. 8.22.5 Xenoss Recent Developments
  133. 8.23 Fraud Blocker
  134. 8.23.1 Fraud Blocker Company Information
  135. 8.23.2 Fraud Blocker Business Overview
  136. 8.23.3 Fraud Blocker Mobile Ad Fraud Detection Software Revenue and Gross Margin (2021-2026)
  137. 8.23.4 Fraud Blocker Mobile Ad Fraud Detection Software Product Portfolio
  138. 8.23.5 Fraud Blocker Recent Developments
9 Concluding Insights
    10 Appendix
    1. 10.1 Reasons for Doing This Study
    2. 10.2 Research Methodology
    3. 10.3 Research Process
    4. 10.4 Authors List of This Report
    5. 10.5 Data Source
    6. 10.5.1 Secondary Sources
    7. 10.5.2 Primary Sources

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