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Mobile Ad Fraud Detection Software

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Industry Growth & Trends

Global Mobile Ad Fraud Detection Software Industry Growth and Trends Forecast to 2032

15 April 2026124 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

According to APO Research, 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 CAGR of xx% 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, corresponding to 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, registering 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.

Leading 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 revenue.

Report Scope

This report provides a structured, data-driven view of the global Mobile Ad Fraud Detection Software market, combining harmonized quantitative metrics with targeted qualitative insight to support business and growth strategy, market positioning, and capital allocation.

The Mobile Ad Fraud Detection Software market size, estimates, and forecasts are presented in terms of revenue (US$ million), with 2025 as the base year and historical and forecast data for 2021-2032. The report segments the global Mobile Ad Fraud Detection Software market by Type, Application, region/country, and company, provides regional market sizes at the segment level, profiles the competitive landscape and key players and their market ranks, and reviews technology trends and new product developments relevant to Mobile Ad Fraud Detection Software.

Key Companies & Market Share Insights

This section analyzes the strategies and performance of leading companies in the global Mobile Ad Fraud Detection Software market, including portfolio focus, innovation and product development, mergers and acquisitions, collaborations, and geographic expansion used to sustain or enhance competitive positions. It also summarizes recent corporate developments and key financial indicators and provides global revenue and gross margin data by manufacturer for 2021-2026, enabling benchmarking of scale, profitability, and market share and supporting assessment of market concentration through indicators such as CR5 and CR10.

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

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

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 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, executive summary of global and regional market size and CAGR for the history and forecast period (2021-2025, 2026-2031). 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 2: 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 3: 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 4: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.

Chapter 5: Detailed analysis of Mobile Ad Fraud Detection Software companies' competitive landscape, revenue, market share and ranking, latest development plan, merger, and acquisition information, etc.

Chapter 6: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product introduction, revenue, recent development, etc.

Chapter 7, 8, 9, 10 and 11: North America, Europe, Asia Pacific, South America, Middle East & Africa, revenue by country.

Chapter 12: Concluding Insights of the report

More report detail

Tables and figures
List of Tables Table 1. Global Mobile Ad Fraud Detection Software Market Size (US$ Million) Comparison by Region: 2021 VS 2025 VS 2032 Table 2. Global Mobile Ad Fraud Detection Software Market Size by Region (2021-2026) & (US$ Million) Table 3. Global Mobile Ad Fraud Detection Software Market Share by Region (2021-2026) Table 4. Global Mobile Ad Fraud Detection Software Market Size by Region (2027-2032) & (US$ Million) Table 5. Global Mobile Ad Fraud Detection Software Market Share by Region (2027-2032) Table 6. Global Mobile Ad Fraud Detection Software Market Size by Type (2021 VS 2025 VS 2032) & (US$ Million) Table 7. Global Mobile Ad Fraud Detection Software Market Size by Type (2021-2026) & (US$ Million) Table 8. Global Mobile Ad Fraud Detection Software Market Size Share by Type (2021-2026) Table 9. Global Mobile Ad Fraud Detection Software Market Size Forecasted by Type (2027-2032) & (US$ Million) Table 10. Global Mobile Ad Fraud Detection Software Market Size Share Forecasted by Type (2027-2032) Table 11. North America Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2021-2026) & (US$ Million) Table 12. North America Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2027-2032) & (US$ Million) Table 13. Europe Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2021-2026) & (US$ Million) Table 14. Europe Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2027-2032) & (US$ Million) Table 15. Asia-Pacific Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2021-2026) & (US$ Million) Table 16. Asia-Pacific Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2027-2032) & (US$ Million) Table 17. Latin America Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2021-2026) & (US$ Million) Table 18. Latin America Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2027-2032) & (US$ Million) Table 19. Middle East and Africa Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2021-2026) & (US$ Million) Table 20. Middle East and Africa Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2027-2032) & (US$ Million) Table 21. Global Mobile Ad Fraud Detection Software Market Size by Application (2021 VS 2025 VS 2032) & (US$ Million) Table 22. Global Mobile Ad Fraud Detection Software Market Size by Application (2021-2026) & (US$ Million) Table 23. Global Mobile Ad Fraud Detection Software Market Size Share by Application (2021-2026) Table 24. Global Mobile Ad Fraud Detection Software Market Size Forecasted by Application (2027-2032) & (US$ Million) Table 25. Global Mobile Ad Fraud Detection Software Market Size Share Forecasted by Application (2027-2032) Table 26. North America Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2021-2026) & (US$ Million) Table 27. North America Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2027-2032) & (US$ Million) Table 28. Europe Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2021-2026) & (US$ Million) Table 29. Europe Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2027-2032) & (US$ Million) Table 30. Asia-Pacific Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2021-2026) & (US$ Million) Table 31. Asia-Pacific Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2027-2032) & (US$ Million) Table 32. Latin America Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2021-2026) & (US$ Million) Table 33. Latin America Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2027-2032) & (US$ Million) Table 34. Middle East and Africa Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2021-2026) & (US$ Million) Table 35. Middle East and Africa Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2027-2032) & (US$ Million) Table 36. Mobile Ad Fraud Detection Software Industry Trends Table 37. Mobile Ad Fraud Detection Software Industry Drivers Table 38. Mobile Ad Fraud Detection Software Industry Opportunities and Challenges Table 39. Mobile Ad Fraud Detection Software Industry Restraints Table 40. Global Mobile Ad Fraud Detection Software Revenue by Company (US$ Million) & (2021-2026) Table 41. Global Mobile Ad Fraud Detection Software Revenue Market Share by Company (2021-2026) Table 42. Global Mobile Ad Fraud Detection Software Industry Company Ranking, 2024 VS 2025 VS 2026 Table 43. Global Mobile Ad Fraud Detection Software Key Company Headquarters & Area Served Table 44. Global Mobile Ad Fraud Detection Software Company, Product Type & Application Table 45. Global Mobile Ad Fraud Detection Software Company Commercialization Time Table 46. Global Company Market Concentration Ratio (CR5 and HHI) Table 47. Global Mobile Ad Fraud Detection Software by Company Type (Tier 1, Tier 2, and Tier 3) & (Based on the Revenue of 2025) Table 48. Adjust Company Information Table 49. Adjust Business Overview Table 50. Adjust Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 51. Adjust Mobile Ad Fraud Detection Software Product Portfolio Table 52. Adjust Recent Development Table 53. AppsFlyer Company Information Table 54. AppsFlyer Business Overview Table 55. AppsFlyer Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 56. AppsFlyer Mobile Ad Fraud Detection Software Product Portfolio Table 57. AppsFlyer Recent Development Table 58. Kochava Company Information Table 59. Kochava Business Overview Table 60. Kochava Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 61. Kochava Mobile Ad Fraud Detection Software Product Portfolio Table 62. Kochava Recent Development Table 63. TUNE Company Information Table 64. TUNE Business Overview Table 65. TUNE Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 66. TUNE Mobile Ad Fraud Detection Software Product Portfolio Table 67. TUNE Recent Development Table 68. DoubleVerify Company Information Table 69. DoubleVerify Business Overview Table 70. DoubleVerify Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 71. DoubleVerify Mobile Ad Fraud Detection Software Product Portfolio Table 72. DoubleVerify Recent Development Table 73. Integral Ad Science (IAS) Company Information Table 74. Integral Ad Science (IAS) Business Overview Table 75. Integral Ad Science (IAS) Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 76. Integral Ad Science (IAS) Mobile Ad Fraud Detection Software Product Portfolio Table 77. Integral Ad Science (IAS) Recent Development Table 78. Oracle Advertising Company Information Table 79. Oracle Advertising Business Overview Table 80. Oracle Advertising Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 81. Oracle Advertising Mobile Ad Fraud Detection Software Product Portfolio Table 82. Oracle Advertising Recent Development Table 83. DataVisor Company Information Table 84. DataVisor Business Overview Table 85. DataVisor Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 86. DataVisor Mobile Ad Fraud Detection Software Product Portfolio Table 87. DataVisor Recent Development Table 88. FraudScore Company Information Table 89. FraudScore Business Overview Table 90. FraudScore Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 91. FraudScore Mobile Ad Fraud Detection Software Product Portfolio Table 92. FraudScore Recent Development Table 93. InMobi Company Information Table 94. InMobi Business Overview Table 95. InMobi Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 96. InMobi Mobile Ad Fraud Detection Software Product Portfolio Table 97. InMobi Recent Development Table 98. Mobvista Company Information Table 99. Mobvista Business Overview Table 100. Mobvista Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 101. Mobvista Mobile Ad Fraud Detection Software Product Portfolio Table 102. Mobvista Recent Development Table 103. TalkingData Company Information Table 104. TalkingData Business Overview Table 105. TalkingData Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 106. TalkingData Mobile Ad Fraud Detection Software Product Portfolio Table 107. TalkingData Recent Development Table 108. IP2location Company Information Table 109. IP2location Business Overview Table 110. IP2location Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 111. IP2location Mobile Ad Fraud Detection Software Product Portfolio Table 112. IP2location Recent Development Table 113. Scalarr Company Information Table 114. Scalarr Business Overview Table 115. Scalarr Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 116. Scalarr Mobile Ad Fraud Detection Software Product Portfolio Table 117. Scalarr Recent Development Table 118. mFilterIt Company Information Table 119. mFilterIt Business Overview Table 120. mFilterIt Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 121. mFilterIt Mobile Ad Fraud Detection Software Product Portfolio Table 122. mFilterIt Recent Development Table 123. Vungle Company Information Table 124. Vungle Business Overview Table 125. Vungle Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 126. Vungle Mobile Ad Fraud Detection Software Product Portfolio Table 127. Vungle Recent Development Table 128. Singular Company Information Table 129. Singular Business Overview Table 130. Singular Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 131. Singular Mobile Ad Fraud Detection Software Product Portfolio Table 132. Singular Recent Development Table 133. Branch Company Information Table 134. Branch Business Overview Table 135. Branch Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 136. Branch Mobile Ad Fraud Detection Software Product Portfolio Table 137. Branch Recent Development Table 138. TrafficGuard Company Information Table 139. TrafficGuard Business Overview Table 140. TrafficGuard Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 141. TrafficGuard Mobile Ad Fraud Detection Software Product Portfolio Table 142. TrafficGuard Recent Development Table 143. SKUDO Company Information Table 144. SKUDO Business Overview Table 145. SKUDO Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 146. SKUDO Mobile Ad Fraud Detection Software Product Portfolio Table 147. SKUDO Recent Development Table 148. Pixalate Company Information Table 149. Pixalate Business Overview Table 150. Pixalate Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 151. Pixalate Mobile Ad Fraud Detection Software Product Portfolio Table 152. Pixalate Recent Development Table 153. Xenoss Company Information Table 154. Xenoss Business Overview Table 155. Xenoss Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 156. Xenoss Mobile Ad Fraud Detection Software Product Portfolio Table 157. Xenoss Recent Development Table 158. Fraud Blocker Company Information Table 159. Fraud Blocker Business Overview Table 160. Fraud Blocker Mobile Ad Fraud Detection Software Revenue (US$ Million), Global Share (%) and Gross Margin (2021-2026) Table 161. Fraud Blocker Mobile Ad Fraud Detection Software Product Portfolio Table 162. Fraud Blocker Recent Development Table 163. North America Mobile Ad Fraud Detection Software Market Size Growth Rate (CAGR) by Country (US$ Million): 2021 VS 2025 VS 2032 Table 164. North America Mobile Ad Fraud Detection Software Market Size by Country (2021-2026) & (US$ Million) Table 165. North America Mobile Ad Fraud Detection Software Market Share by Country (2021-2026) Table 166. North America Mobile Ad Fraud Detection Software Market Size Forecast by Country (2027-2032) & (US$ Million) Table 167. North America Mobile Ad Fraud Detection Software Market Share Forecast by Country (2027-2032) Table 168. Europe Mobile Ad Fraud Detection Software Market Size Growth Rate (CAGR) by Country (US$ Million): 2021 VS 2025 VS 2032 Table 169. Europe Mobile Ad Fraud Detection Software Market Size by Country (2021-2026) & (US$ Million) Table 170. Europe Mobile Ad Fraud Detection Software Market Share by Country (2021-2026) Table 171. Europe Mobile Ad Fraud Detection Software Market Size Forecast by Country (2027-2032) & (US$ Million) Table 172. Europe Mobile Ad Fraud Detection Software Market Share Forecast by Country (2027-2032) Table 173. Asia-Pacific Mobile Ad Fraud Detection Software Market Size Growth Rate (CAGR) by Country (US$ Million): 2021 VS 2025 VS 2032 Table 174. Asia-Pacific Mobile Ad Fraud Detection Software Market Size by Country (2021-2026) & (US$ Million) Table 175. Asia-Pacific Mobile Ad Fraud Detection Software Market Share by Country (2021-2026) Table 176. Asia-Pacific Mobile Ad Fraud Detection Software Market Size Forecast by Country (2027-2032) & (US$ Million) Table 177. Asia-Pacific Mobile Ad Fraud Detection Software Market Share Forecast by Country (2027-2032) Table 178. Latin America Mobile Ad Fraud Detection Software Market Size Growth Rate (CAGR) by Country (US$ Million): 2021 VS 2025 VS 2032 Table 179. Latin America Mobile Ad Fraud Detection Software Market Size by Country (2021-2026) & (US$ Million) Table 180. Latin America Mobile Ad Fraud Detection Software Market Share by Country (2021-2026) Table 181. Latin America Mobile Ad Fraud Detection Software Market Size Forecast by Country (2027-2032) & (US$ Million) Table 182. Latin America Mobile Ad Fraud Detection Software Market Share Forecast by Country (2027-2032) Table 183. Middle East & Africa Mobile Ad Fraud Detection Software Market Size Growth Rate (CAGR) by Country (US$ Million): 2021 VS 2025 VS 2032 Table 184. Middle East & Africa Mobile Ad Fraud Detection Software Market Size by Country (2021-2026) & (US$ Million) Table 185. Middle East & Africa Mobile Ad Fraud Detection Software Market Share by Country (2021-2026) Table 186. Middle East & Africa Mobile Ad Fraud Detection Software Market Size Forecast by Country (2027-2032) & (US$ Million) Table 187. Middle East & Africa Mobile Ad Fraud Detection Software Market Share Forecast by Country (2027-2032) Table 188. Research Programs/Design for This Report Table 189. Authors List of This Report Table 190. Secondary Sources List of Figures Figure 1.List of Figures Figure 2. Mobile Ad Fraud Detection Software Product Image Figure 3. Global Mobile Ad Fraud Detection Software Market Size (US$ Million), 2021 VS 2025 VS 2032 Figure 4. Global Mobile Ad Fraud Detection Software Market Size (2021-2032) & (US$ Million) Figure 5. Global Mobile Ad Fraud Detection Software Market Share by Region: 2025 VS 2032 Figure 6. Global Mobile Ad Fraud Detection Software Market Share by Region (2021-2032) Figure 7. North America Mobile Ad Fraud Detection Software Market Size Growth Rate (2021-2032) & (US$ Million) Figure 8. Europe Mobile Ad Fraud Detection Software Market Size Growth Rate (2021-2032) & (US$ Million) Figure 9. Asia-Pacific Mobile Ad Fraud Detection Software Market Size Growth Rate (2021-2032) & (US$ Million) Figure 10. Latin America Mobile Ad Fraud Detection Software Market Size Growth Rate (2021-2032) & (US$ Million) Figure 11. Middle East & Africa Mobile Ad Fraud Detection Software Market Size Growth Rate (2021-2032) & (US$ Million) Figure 12. Rule Engine Type Image Figure 13. Global Rule Engine Type Market Size YoY Growth (2021-2032) & (US$ Million) Figure 14. Machine Learning Type Image Figure 15. Global Machine Learning Type Market Size YoY Growth (2021-2032) & (US$ Million) Figure 16. Behavior Analysis Type Image Figure 17. Global Behavior Analysis Type Market Size YoY Growth (2021-2032) & (US$ Million) Figure 18. Others Image Figure 19. Global Others Market Size YoY Growth (2021-2032) & (US$ Million) Figure 20. Global Mobile Ad Fraud Detection Software Market Size Overview by Type (2021-2032) & (US$ Million) Figure 21. Global Mobile Ad Fraud Detection Software Market Share by Type 2025 VS 2032 Figure 22. North America Mobile Ad Fraud Detection Software Market Size Share by Type (2021-2032) Figure 23. Europe Mobile Ad Fraud Detection Software Market Size Share by Type (2021-2032) Figure 24. Asia-Pacific Mobile Ad Fraud Detection Software Market Size Share by Type (2021-2032) Figure 25. Latin America Mobile Ad Fraud Detection Software Market Size Share by Type (2021-2032) Figure 26. Middle East and Africa Mobile Ad Fraud Detection Software Market Size Share by Type (2021-2032) Figure 27. E-Commerce Platform Image Figure 28. Global E-Commerce Platform Market Size YoY Growth (2021-2032) & (US$ Million) Figure 29. Gaming Industry Image Figure 30. Global Gaming Industry Market Size YoY Growth (2021-2032) & (US$ Million) Figure 31. Social Media Image Figure 32. Global Social Media Market Size YoY Growth (2021-2032) & (US$ Million) Figure 33. Content Platform/KOL Image Figure 34. Global Content Platform/KOL Market Size YoY Growth (2021-2032) & (US$ Million) Figure 35. Others Image Figure 36. Global Others Market Size YoY Growth (2021-2032) & (US$ Million) Figure 37. Global Mobile Ad Fraud Detection Software Market Size Overview by Application (2021-2032) & (US$ Million) Figure 38. Global Mobile Ad Fraud Detection Software Market Share by Application 2025 VS 2032 Figure 39. North America Mobile Ad Fraud Detection Software Market Size Share by Application (2021-2032) Figure 40. Europe Mobile Ad Fraud Detection Software Market Size Share by Application (2021-2032) Figure 41. Asia-Pacific Mobile Ad Fraud Detection Software Market Size Share by Application (2021-2032) Figure 42. Latin America Mobile Ad Fraud Detection Software Market Size Share by Application (2021-2032) Figure 43. Middle East and Africa Mobile Ad Fraud Detection Software Market Size Share by Application (2021-2032) Figure 44. Global Top 5 and 10 Mobile Ad Fraud Detection Software Players Market Share by Revenue in 2025 Figure 45. Company Type (Tier 1, Tier 2, and Tier 3): 2021 VS 2025 Figure 46. North America Mobile Ad Fraud Detection Software Market Size by Country: 2021 VS 2025 VS 2032 (US$ Million) Figure 47. North America Mobile Ad Fraud Detection Software Market Share by Country: 2021 VS 2025 VS 2032 Figure 48. North America Mobile Ad Fraud Detection Software Market Share by Country (2021-2032) Figure 49. Europe Mobile Ad Fraud Detection Software Market Size by Country: 2021 VS 2025 VS 2032 (US$ Million) Figure 50. Europe Mobile Ad Fraud Detection Software Market Share by Country: 2021 VS 2025 VS 2032 Figure 51. Europe Mobile Ad Fraud Detection Software Market Share by Country (2021-2032) Figure 52. Asia-Pacific Mobile Ad Fraud Detection Software Market Size by Country: 2021 VS 2025 VS 2032 (US$ Million) Figure 53. Asia-Pacific Mobile Ad Fraud Detection Software Market Share by Country: 2021 VS 2025 VS 2032 Figure 54. Asia-Pacific Mobile Ad Fraud Detection Software Market Share by Country (2021-2032) Figure 55. Latin America Mobile Ad Fraud Detection Software Market Size by Country: 2021 VS 2025 VS 2032 (US$ Million) Figure 56. Latin America Mobile Ad Fraud Detection Software Market Share by Country: 2021 VS 2025 VS 2032 Figure 57. Latin America Mobile Ad Fraud Detection Software Market Share by Country (2021-2032) Figure 58. Middle East & Africa Mobile Ad Fraud Detection Software Market Size by Country: 2021 VS 2025 VS 2032 (US$ Million) Figure 59. Middle East & Africa Mobile Ad Fraud Detection Software Market Share by Country: 2021 VS 2025 VS 2032 Figure 60. Middle East & Africa Mobile Ad Fraud Detection Software Market Share by Country (2021-2032) Figure 61. Years Considered Figure 62. Research Process Figure 63. 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 Market Growth Prospects
  3. 1.3 Global Mobile Ad Fraud Detection Software Market Size Overview by Region 2021 VS 2025 VS 2032
  4. 1.4 Global Mobile Ad Fraud Detection Software Market Size by Region (2021-2032)
  5. 1.4.1 Global Mobile Ad Fraud Detection Software Market Size by Region (2021-2026)
  6. 1.4.2 Global Mobile Ad Fraud Detection Software Market Size by Region (2027-2032)
  7. 1.5 Key Regions Mobile Ad Fraud Detection Software Market Size (2021-2032)
  8. 1.5.1 North America Mobile Ad Fraud Detection Software Market Size Growth Rate (2021-2032)
  9. 1.5.2 Europe Mobile Ad Fraud Detection Software Market Size Growth Rate (2021-2032)
  10. 1.5.3 Asia-Pacific Mobile Ad Fraud Detection Software Market Size Growth Rate (2021-2032)
  11. 1.5.4 South America Mobile Ad Fraud Detection Software Market Size Growth Rate (2021-2032)
  12. 1.5.5 Middle East & Africa Mobile Ad Fraud Detection Software Market Size Growth Rate (2021-2032)
2 Mobile Ad Fraud Detection Software Market by Type
  1. 2.1 Type Introduction
  2. 2.1.1 Rule Engine Type
  3. 2.1.2 Machine Learning Type
  4. 2.1.3 Behavior Analysis Type
  5. 2.1.4 Others
  6. 2.2 Global Mobile Ad Fraud Detection Software Market Size by Type
  7. 2.2.1 Global Mobile Ad Fraud Detection Software Market Size Overview by Type (2021-2032)
  8. 2.2.2 Global Mobile Ad Fraud Detection Software Historic Market Size Review by Type (2021-2026)
  9. 2.2.3 Global Mobile Ad Fraud Detection Software Market Size Forecasted by Type (2027-2032)
  10. 2.3 Global Mobile Ad Fraud Detection Software Market Size by Regions
  11. 2.3.1 North America Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2021-2026)
  12. 2.3.2 Europe Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2021-2026)
  13. 2.3.3 Asia-Pacific Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2021-2026)
  14. 2.3.4 South America Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2021-2026)
  15. 2.3.5 Middle East and Africa Mobile Ad Fraud Detection Software Market Size Breakdown by Type (2021-2026)
3 Mobile Ad Fraud Detection Software Market by Application
  1. 3.1 Type Introduction
  2. 3.1.1 E-Commerce Platform
  3. 3.1.2 Gaming Industry
  4. 3.1.3 Social Media
  5. 3.1.4 Content Platform/KOL
  6. 3.1.5 Others
  7. 3.2 Global Mobile Ad Fraud Detection Software Market Size by Application
  8. 3.2.1 Global Mobile Ad Fraud Detection Software Market Size Overview by Application (2021-2032)
  9. 3.2.2 Global Mobile Ad Fraud Detection Software Historic Market Size Review by Application (2021-2026)
  10. 3.2.3 Global Mobile Ad Fraud Detection Software Market Size Forecasted by Application (2027-2032)
  11. 3.3 Global Mobile Ad Fraud Detection Software Market Size by Regions
  12. 3.3.1 North America Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2021-2026)
  13. 3.3.2 Europe Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2021-2026)
  14. 3.3.3 Asia-Pacific Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2021-2026)
  15. 3.3.4 South America Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2021-2026)
  16. 3.3.5 Middle East and Africa Mobile Ad Fraud Detection Software Market Size Breakdown by Application (2021-2026)
4 Global Market Dynamics
  1. 4.1 Mobile Ad Fraud Detection Software Industry Trends
  2. 4.2 Mobile Ad Fraud Detection Software Industry Drivers
  3. 4.3 Mobile Ad Fraud Detection Software Industry Opportunities and Challenges
  4. 4.4 Mobile Ad Fraud Detection Software Industry Restraints
5 Competitive Insights by Company
  1. 5.1 Global Top Players by Mobile Ad Fraud Detection Software Revenue (2021-2026)
  2. 5.2 Global Mobile Ad Fraud Detection Software Industry Company Ranking, 2024 VS 2025 VS 2026
  3. 5.3 Global Mobile Ad Fraud Detection Software Key Company Headquarters & Area Served
  4. 5.4 Global Mobile Ad Fraud Detection Software Company, Product Type & Application
  5. 5.5 Global Mobile Ad Fraud Detection Software Company Commercialization Time
  6. 5.6 Market Competitive Analysis
  7. 5.6.1 Global Mobile Ad Fraud Detection Software Market CR5 and HHI
  8. 5.6.2 Global Top 5 and 10 Mobile Ad Fraud Detection Software Players Market Share by Revenue in 2025
  9. 5.6.3 2025 Mobile Ad Fraud Detection Software Tier 1, Tier 2, and Tier 3
6 Company Profiles
  1. 6.1 Adjust
  2. 6.1.1 Adjust Company Information
  3. 6.1.2 Adjust Business Overview
  4. 6.1.3 Adjust Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  5. 6.1.4 Adjust Mobile Ad Fraud Detection Software Product Portfolio
  6. 6.1.5 Adjust Recent Developments
  7. 6.2 AppsFlyer
  8. 6.2.1 AppsFlyer Company Information
  9. 6.2.2 AppsFlyer Business Overview
  10. 6.2.3 AppsFlyer Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  11. 6.2.4 AppsFlyer Mobile Ad Fraud Detection Software Product Portfolio
  12. 6.2.5 AppsFlyer Recent Developments
  13. 6.3 Kochava
  14. 6.3.1 Kochava Company Information
  15. 6.3.2 Kochava Business Overview
  16. 6.3.3 Kochava Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  17. 6.3.4 Kochava Mobile Ad Fraud Detection Software Product Portfolio
  18. 6.3.5 Kochava Recent Developments
  19. 6.4 TUNE
  20. 6.4.1 TUNE Company Information
  21. 6.4.2 TUNE Business Overview
  22. 6.4.3 TUNE Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  23. 6.4.4 TUNE Mobile Ad Fraud Detection Software Product Portfolio
  24. 6.4.5 TUNE Recent Developments
  25. 6.5 DoubleVerify
  26. 6.5.1 DoubleVerify Company Information
  27. 6.5.2 DoubleVerify Business Overview
  28. 6.5.3 DoubleVerify Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  29. 6.5.4 DoubleVerify Mobile Ad Fraud Detection Software Product Portfolio
  30. 6.5.5 DoubleVerify Recent Developments
  31. 6.6 Integral Ad Science (IAS)
  32. 6.6.1 Integral Ad Science (IAS) Company Information
  33. 6.6.2 Integral Ad Science (IAS) Business Overview
  34. 6.6.3 Integral Ad Science (IAS) Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  35. 6.6.4 Integral Ad Science (IAS) Mobile Ad Fraud Detection Software Product Portfolio
  36. 6.6.5 Integral Ad Science (IAS) Recent Developments
  37. 6.7 Oracle Advertising
  38. 6.7.1 Oracle Advertising Company Information
  39. 6.7.2 Oracle Advertising Business Overview
  40. 6.7.3 Oracle Advertising Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  41. 6.7.4 Oracle Advertising Mobile Ad Fraud Detection Software Product Portfolio
  42. 6.7.5 Oracle Advertising Recent Developments
  43. 6.8 DataVisor
  44. 6.8.1 DataVisor Company Information
  45. 6.8.2 DataVisor Business Overview
  46. 6.8.3 DataVisor Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  47. 6.8.4 DataVisor Mobile Ad Fraud Detection Software Product Portfolio
  48. 6.8.5 DataVisor Recent Developments
  49. 6.9 FraudScore
  50. 6.9.1 FraudScore Company Information
  51. 6.9.2 FraudScore Business Overview
  52. 6.9.3 FraudScore Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  53. 6.9.4 FraudScore Mobile Ad Fraud Detection Software Product Portfolio
  54. 6.9.5 FraudScore Recent Developments
  55. 6.10 InMobi
  56. 6.10.1 InMobi Company Information
  57. 6.10.2 InMobi Business Overview
  58. 6.10.3 InMobi Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  59. 6.10.4 InMobi Mobile Ad Fraud Detection Software Product Portfolio
  60. 6.10.5 InMobi Recent Developments
  61. 6.11 Mobvista
  62. 6.11.1 Mobvista Company Information
  63. 6.11.2 Mobvista Business Overview
  64. 6.11.3 Mobvista Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  65. 6.11.4 Mobvista Mobile Ad Fraud Detection Software Product Portfolio
  66. 6.11.5 Mobvista Recent Developments
  67. 6.12 TalkingData
  68. 6.12.1 TalkingData Company Information
  69. 6.12.2 TalkingData Business Overview
  70. 6.12.3 TalkingData Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  71. 6.12.4 TalkingData Mobile Ad Fraud Detection Software Product Portfolio
  72. 6.12.5 TalkingData Recent Developments
  73. 6.13 IP2location
  74. 6.13.1 IP2location Company Information
  75. 6.13.2 IP2location Business Overview
  76. 6.13.3 IP2location Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  77. 6.13.4 IP2location Mobile Ad Fraud Detection Software Product Portfolio
  78. 6.13.5 IP2location Recent Developments
  79. 6.14 Scalarr
  80. 6.14.1 Scalarr Company Information
  81. 6.14.2 Scalarr Business Overview
  82. 6.14.3 Scalarr Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  83. 6.14.4 Scalarr Mobile Ad Fraud Detection Software Product Portfolio
  84. 6.14.5 Scalarr Recent Developments
  85. 6.15 mFilterIt
  86. 6.15.1 mFilterIt Company Information
  87. 6.15.2 mFilterIt Business Overview
  88. 6.15.3 mFilterIt Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  89. 6.15.4 mFilterIt Mobile Ad Fraud Detection Software Product Portfolio
  90. 6.15.5 mFilterIt Recent Developments
  91. 6.16 Vungle
  92. 6.16.1 Vungle Company Information
  93. 6.16.2 Vungle Business Overview
  94. 6.16.3 Vungle Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  95. 6.16.4 Vungle Mobile Ad Fraud Detection Software Product Portfolio
  96. 6.16.5 Vungle Recent Developments
  97. 6.17 Singular
  98. 6.17.1 Singular Company Information
  99. 6.17.2 Singular Business Overview
  100. 6.17.3 Singular Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  101. 6.17.4 Singular Mobile Ad Fraud Detection Software Product Portfolio
  102. 6.17.5 Singular Recent Developments
  103. 6.18 Branch
  104. 6.18.1 Branch Company Information
  105. 6.18.2 Branch Business Overview
  106. 6.18.3 Branch Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  107. 6.18.4 Branch Mobile Ad Fraud Detection Software Product Portfolio
  108. 6.18.5 Branch Recent Developments
  109. 6.19 TrafficGuard
  110. 6.19.1 TrafficGuard Company Information
  111. 6.19.2 TrafficGuard Business Overview
  112. 6.19.3 TrafficGuard Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  113. 6.19.4 TrafficGuard Mobile Ad Fraud Detection Software Product Portfolio
  114. 6.19.5 TrafficGuard Recent Developments
  115. 6.20 SKUDO
  116. 6.20.1 SKUDO Company Information
  117. 6.20.2 SKUDO Business Overview
  118. 6.20.3 SKUDO Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  119. 6.20.4 SKUDO Mobile Ad Fraud Detection Software Product Portfolio
  120. 6.20.5 SKUDO Recent Developments
  121. 6.21 Pixalate
  122. 6.21.1 Pixalate Company Information
  123. 6.21.2 Pixalate Business Overview
  124. 6.21.3 Pixalate Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  125. 6.21.4 Pixalate Mobile Ad Fraud Detection Software Product Portfolio
  126. 6.21.5 Pixalate Recent Developments
  127. 6.22 Xenoss
  128. 6.22.1 Xenoss Company Information
  129. 6.22.2 Xenoss Business Overview
  130. 6.22.3 Xenoss Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  131. 6.22.4 Xenoss Mobile Ad Fraud Detection Software Product Portfolio
  132. 6.22.5 Xenoss Recent Developments
  133. 6.23 Fraud Blocker
  134. 6.23.1 Fraud Blocker Company Information
  135. 6.23.2 Fraud Blocker Business Overview
  136. 6.23.3 Fraud Blocker Mobile Ad Fraud Detection Software Revenue, Global Share and Gross Margin (2021-2026)
  137. 6.23.4 Fraud Blocker Mobile Ad Fraud Detection Software Product Portfolio
  138. 6.23.5 Fraud Blocker Recent Developments
7 North America
  1. 7.1 North America Mobile Ad Fraud Detection Software Market Size Growth Rate (CAGR) by Country: 2021 VS 2025 VS 2032
  2. 7.2 North America Mobile Ad Fraud Detection Software Market Size by Country (2021-2026)
  3. 7.3 North America Mobile Ad Fraud Detection Software Market Size Forecast by Country (2027-2032)
8 Europe
  1. 8.1 Europe Mobile Ad Fraud Detection Software Market Size Growth Rate (CAGR) by Country: 2021 VS 2025 VS 2032
  2. 8.2 Europe Mobile Ad Fraud Detection Software Market Size by Country (2021-2026)
  3. 8.3 Europe Mobile Ad Fraud Detection Software Market Size Forecast by Country (2027-2032)
9 Asia-Pacific
  1. 9.1 Asia-Pacific Mobile Ad Fraud Detection Software Market Size Growth Rate (CAGR) by Country: 2021 VS 2025 VS 2032
  2. 9.2 Asia-Pacific Mobile Ad Fraud Detection Software Market Size by Country (2021-2026)
  3. 9.3 Asia-Pacific Mobile Ad Fraud Detection Software Market Size Forecast by Country (2027-2032)
10 South America
  1. 10.1 South America Mobile Ad Fraud Detection Software Market Size Growth Rate (CAGR) by Country: 2021 VS 2025 VS 2032
  2. 10.2 South America Mobile Ad Fraud Detection Software Market Size by Country (2021-2026)
  3. 10.3 South America Mobile Ad Fraud Detection Software Market Size Forecast by Country (2027-2032)
11 Middle East & Africa
  1. 11.1 Middle East & Africa Mobile Ad Fraud Detection Software Market Size Growth Rate (CAGR) by Country: 2021 VS 2025 VS 2032
  2. 11.2 Middle East & Africa Mobile Ad Fraud Detection Software Market Size by Country (2021-2026)
  3. 11.3 Middle East & Africa Mobile Ad Fraud Detection Software Market Size Forecast by Country (2027-2032)
12 Concluding Insights
    13 Appendix
    1. 13.1 Reasons for Doing This Study
    2. 13.2 Research Methodology
    3. 13.3 Research Process
    4. 13.4 Authors List of This Report
    5. 13.5 Data Source
    6. 13.5.1 Secondary Sources
    7. 13.5.2 Primary Sources

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