Table of Content

1 Report Overview

1.1 Study Scope and Definition

1.2 Research Methodology

1.2.1 Methodology/Research Approach

1.2.2 Data Source

1.3 Key Market Segments

1.4 Players Covered: Ranking by Ad Fraud Detection Tools Revenue

1.5 Market Analysis by Type

1.5.1 Global Ad Fraud Detection Tools Market Size Growth Rate by Type: 2021 VS 2027

1.5.2 Click injection and CTIT Anomaly Detection

1.5.3 SDK (Software Development Kit) Spoofing Detection

1.5.4 Device Farms Detection

1.5.5 Incent Abuse Detection

1.5.6 Others

1.6 Market by Application

1.6.1 Global Ad Fraud Detection Tools Market Share by Application: 2022-2027

1.6.2 Mobile Phone

1.6.3 Website User

1.7 Coronavirus Disease 2019 (Covid-19) Impact Will Have a Severe Impact on Global Growth

1.7.1 Covid-19 Impact: Global GDP Growth, 2019, 2021 and 2022 Projections

1.7.2 Covid-19 Impact: Commodity Prices Indices

1.7.3 Covid-19 Impact: Global Major Government Policy

1.8 Study Objectives

1.9 Years Considered

2 Global Ad Fraud Detection Tools Market Trends and Growth Strategy

2.1 Market Top Trends

2.2 Market Drivers

2.3 Market Challenges

2.4 Porter’s Five Forces Analysis

2.5 Market Growth Strategy

2.6 SWOT Analysis

3 Global Ad Fraud Detection Tools Market Players Profiles

3.1 TrafficGuard

3.1.1 TrafficGuard Company Profile

3.1.2 TrafficGuard Ad Fraud Detection Tools Product Specification

3.1.3 TrafficGuard Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

3.2 Machine Advertising

3.2.1 Machine Advertising Company Profile

3.2.2 Machine Advertising Ad Fraud Detection Tools Product Specification

3.2.3 Machine Advertising Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

3.3 Adjust

3.3.1 Adjust Company Profile

3.3.2 Adjust Ad Fraud Detection Tools Product Specification

3.3.3 Adjust Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

3.4 FraudScore

3.4.1 FraudScore Company Profile

3.4.2 FraudScore Ad Fraud Detection Tools Product Specification

3.4.3 FraudScore Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

3.5 Scalarr

3.5.1 Scalarr Company Profile

3.5.2 Scalarr Ad Fraud Detection Tools Product Specification

3.5.3 Scalarr Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

3.6 Interceptd

3.6.1 Interceptd Company Profile

3.6.2 Interceptd Ad Fraud Detection Tools Product Specification

3.6.3 Interceptd Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

3.7 Singular

3.7.1 Singular Company Profile

3.7.2 Singular Ad Fraud Detection Tools Product Specification

3.7.3 Singular Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

3.8 AppsFlyer

3.8.1 AppsFlyer Company Profile

3.8.2 AppsFlyer Ad Fraud Detection Tools Product Specification

3.8.3 AppsFlyer Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

3.9 Performcb

3.9.1 Performcb Company Profile

3.9.2 Performcb Ad Fraud Detection Tools Product Specification

3.9.3 Performcb Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

3.10 Branch Metrics

3.10.1 Branch Metrics Company Profile

3.10.2 Branch Metrics Ad Fraud Detection Tools Product Specification

3.10.3 Branch Metrics Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

3.11 Kochava

3.11.1 Kochava Company Profile

3.11.2 Kochava Ad Fraud Detection Tools Product Specification

3.11.3 Kochava Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

3.12 mFilterIt

3.12.1 mFilterIt Company Profile

3.12.2 mFilterIt Ad Fraud Detection Tools Product Specification

3.12.3 mFilterIt Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

4 Global Ad Fraud Detection Tools Market Competition by Market Players

4.1 Global Ad Fraud Detection Tools Production Capacity Market Share by Market Players (2016-2021)

4.2 Global Ad Fraud Detection Tools Revenue Market Share by Market Players (2016-2021)

4.3 Global Ad Fraud Detection Tools Average Price by Market Players (2016-2021)

5 Global Ad Fraud Detection Tools Production by Regions (2016-2021)

5.1 North America

5.1.1 North America Ad Fraud Detection Tools Market Size (2016-2021)

5.1.2 Ad Fraud Detection Tools Key Players in North America (2016-2021)

5.1.3 North America Ad Fraud Detection Tools Market Size by Type (2016-2021)

5.1.4 North America Ad Fraud Detection Tools Market Size by Application (2016-2021)

5.2 East Asia

5.2.1 East Asia Ad Fraud Detection Tools Market Size (2016-2021)

5.2.2 Ad Fraud Detection Tools Key Players in East Asia (2016-2021)

5.2.3 East Asia Ad Fraud Detection Tools Market Size by Type (2016-2021)

5.2.4 East Asia Ad Fraud Detection Tools Market Size by Application (2016-2021)

5.3 Europe

5.3.1 Europe Ad Fraud Detection Tools Market Size (2016-2021)

5.3.2 Ad Fraud Detection Tools Key Players in Europe (2016-2021)

5.3.3 Europe Ad Fraud Detection Tools Market Size by Type (2016-2021)

5.3.4 Europe Ad Fraud Detection Tools Market Size by Application (2016-2021)

5.4 South Asia

5.4.1 South Asia Ad Fraud Detection Tools Market Size (2016-2021)

5.4.2 Ad Fraud Detection Tools Key Players in South Asia (2016-2021)

5.4.3 South Asia Ad Fraud Detection Tools Market Size by Type (2016-2021)

5.4.4 South Asia Ad Fraud Detection Tools Market Size by Application (2016-2021)

5.5 Southeast Asia

5.5.1 Southeast Asia Ad Fraud Detection Tools Market Size (2016-2021)

5.5.2 Ad Fraud Detection Tools Key Players in Southeast Asia (2016-2021)

5.5.3 Southeast Asia Ad Fraud Detection Tools Market Size by Type (2016-2021)

5.5.4 Southeast Asia Ad Fraud Detection Tools Market Size by Application (2016-2021)

5.6 Middle East

5.6.1 Middle East Ad Fraud Detection Tools Market Size (2016-2021)

5.6.2 Ad Fraud Detection Tools Key Players in Middle East (2016-2021)

5.6.3 Middle East Ad Fraud Detection Tools Market Size by Type (2016-2021)

5.6.4 Middle East Ad Fraud Detection Tools Market Size by Application (2016-2021)

5.7 Africa

5.7.1 Africa Ad Fraud Detection Tools Market Size (2016-2021)

5.7.2 Ad Fraud Detection Tools Key Players in Africa (2016-2021)

5.7.3 Africa Ad Fraud Detection Tools Market Size by Type (2016-2021)

5.7.4 Africa Ad Fraud Detection Tools Market Size by Application (2016-2021)

5.8 Oceania

5.8.1 Oceania Ad Fraud Detection Tools Market Size (2016-2021)

5.8.2 Ad Fraud Detection Tools Key Players in Oceania (2016-2021)

5.8.3 Oceania Ad Fraud Detection Tools Market Size by Type (2016-2021)

5.8.4 Oceania Ad Fraud Detection Tools Market Size by Application (2016-2021)

5.9 South America

5.9.1 South America Ad Fraud Detection Tools Market Size (2016-2021)

5.9.2 Ad Fraud Detection Tools Key Players in South America (2016-2021)

5.9.3 South America Ad Fraud Detection Tools Market Size by Type (2016-2021)

5.9.4 South America Ad Fraud Detection Tools Market Size by Application (2016-2021)

5.10 Rest of the World

5.10.1 Rest of the World Ad Fraud Detection Tools Market Size (2016-2021)

5.10.2 Ad Fraud Detection Tools Key Players in Rest of the World (2016-2021)

5.10.3 Rest of the World Ad Fraud Detection Tools Market Size by Type (2016-2021)

5.10.4 Rest of the World Ad Fraud Detection Tools Market Size by Application (2016-2021)

6 Global Ad Fraud Detection Tools Consumption by Region (2016-2021)

6.1 North America

6.1.1 North America Ad Fraud Detection Tools Consumption by Countries

6.1.2 United States

6.1.3 Canada

6.1.4 Mexico

6.2 East Asia

6.2.1 East Asia Ad Fraud Detection Tools Consumption by Countries

6.2.2 China

6.2.3 Japan

6.2.4 South Korea

6.3 Europe

6.3.1 Europe Ad Fraud Detection Tools Consumption by Countries

6.3.2 Germany

6.3.3 United Kingdom

6.3.4 France

6.3.5 Italy

6.3.6 Russia

6.3.7 Spain

6.3.8 Netherlands

6.3.9 Switzerland

6.3.10 Poland

6.4 South Asia

6.4.1 South Asia Ad Fraud Detection Tools Consumption by Countries

6.4.2 India

6.5 Southeast Asia

6.5.1 Southeast Asia Ad Fraud Detection Tools Consumption by Countries

6.5.2 Indonesia

6.5.3 Thailand

6.5.4 Singapore

6.5.5 Malaysia

6.5.6 Philippines

6.6 Middle East

6.6.1 Middle East Ad Fraud Detection Tools Consumption by Countries

6.6.2 Turkey

6.6.3 Saudi Arabia

6.6.4 Iran

6.6.5 United Arab Emirates

6.7 Africa

6.7.1 Africa Ad Fraud Detection Tools Consumption by Countries

6.7.2 Nigeria

6.7.3 South Africa

6.8 Oceania

6.8.1 Oceania Ad Fraud Detection Tools Consumption by Countries

6.8.2 Australia

6.9 South America

6.9.1 South America Ad Fraud Detection Tools Consumption by Countries

6.9.2 Brazil

6.9.3 Argentina

6.10 Rest of the World

6.10.1 Rest of the World Ad Fraud Detection Tools Consumption by Countries

7 Global Ad Fraud Detection Tools Production Forecast by Regions (2022-2027)

7.1 Global Forecasted Production of Ad Fraud Detection Tools (2022-2027)

7.2 Global Forecasted Revenue of Ad Fraud Detection Tools (2022-2027)

7.3 Global Forecasted Price of Ad Fraud Detection Tools (2022-2027)

7.4 Global Forecasted Production of Ad Fraud Detection Tools by Region (2022-2027)

7.4.1 North America Ad Fraud Detection Tools Production, Revenue Forecast (2022-2027)

7.4.2 East Asia Ad Fraud Detection Tools Production, Revenue Forecast (2022-2027)

7.4.3 Europe Ad Fraud Detection Tools Production, Revenue Forecast (2022-2027)

7.4.4 South Asia Ad Fraud Detection Tools Production, Revenue Forecast (2022-2027)

7.4.5 Southeast Asia Ad Fraud Detection Tools Production, Revenue Forecast (2022-2027)

7.4.6 Middle East Ad Fraud Detection Tools Production, Revenue Forecast (2022-2027)

7.4.7 Africa Ad Fraud Detection Tools Production, Revenue Forecast (2022-2027)

7.4.8 Oceania Ad Fraud Detection Tools Production, Revenue Forecast (2022-2027)

7.4.9 South America Ad Fraud Detection Tools Production, Revenue Forecast (2022-2027)

7.4.10 Rest of the World Ad Fraud Detection Tools Production, Revenue Forecast (2022-2027)

7.5 Forecast by Type and by Application (2022-2027)

7.5.1 Global Sales Volume, Sales Revenue and Sales Price Forecast by Type (2022-2027)

7.5.2 Global Forecasted Consumption of Ad Fraud Detection Tools by Application (2022-2027)

8 Global Ad Fraud Detection Tools Consumption Forecast by Regions (2022-2027)

8.1 North America Forecasted Consumption of Ad Fraud Detection Tools by Country

8.2 East Asia Market Forecasted Consumption of Ad Fraud Detection Tools by Country

8.3 Europe Market Forecasted Consumption of Ad Fraud Detection Tools by Countriy

8.4 South Asia Forecasted Consumption of Ad Fraud Detection Tools by Country

8.5 Southeast Asia Forecasted Consumption of Ad Fraud Detection Tools by Country

8.6 Middle East Forecasted Consumption of Ad Fraud Detection Tools by Country

8.7 Africa Forecasted Consumption of Ad Fraud Detection Tools by Country

8.8 Oceania Forecasted Consumption of Ad Fraud Detection Tools by Country

8.9 South America Forecasted Consumption of Ad Fraud Detection Tools by Country

8.10 Rest of the world Forecasted Consumption of Ad Fraud Detection Tools by Country

9 Global Ad Fraud Detection Tools Sales by Type (2016-2027)

9.1 Global Ad Fraud Detection Tools Historic Market Size by Type (2016-2021)

9.2 Global Ad Fraud Detection Tools Forecasted Market Size by Type (2022-2027)

10 Global Ad Fraud Detection Tools Consumption by Application (2016-2027)

10.1 Global Ad Fraud Detection Tools Historic Market Size by Application (2016-2021)

10.2 Global Ad Fraud Detection Tools Forecasted Market Size by Application (2022-2027)

11 Global Ad Fraud Detection Tools Manufacturing Cost Analysis

11.1 Ad Fraud Detection Tools Key Raw Materials Analysis

11.1.1 Key Raw Materials

11.2 Proportion of Manufacturing Cost Structure

11.3 Manufacturing Process Analysis of Ad Fraud Detection Tools

12 Global Ad Fraud Detection Tools Marketing Channel, Distributors, Customers and Supply Chain

12.1 Marketing Channel

12.2 Ad Fraud Detection Tools Distributors List

12.3 Ad Fraud Detection Tools Customers

12.4 Ad Fraud Detection Tools Supply Chain Analysis

13 Analyst's Viewpoints/Conclusions

14 Disclaimer

List of Figure

Table 1. Research Programs/Design for This Report

Table 2. Key Data Information from Secondary Sources

Table 3. Key Executives Interviewed

Table 4. Key Data Information from Primary Sources

Table 5. Key Players Covered: Ranking by Ad Fraud Detection Tools Revenue (US$ Million) 2016-2021

Table 6. Global Ad Fraud Detection Tools Market Size by Type (US$ Million): 2022-2027

Table 7. Click injection and CTIT Anomaly Detection Features

Table 8. SDK (Software Development Kit) Spoofing Detection Features

Table 9. Device Farms Detection Features

Table 10. Incent Abuse Detection Features

Table 11. Others Features

Table 16. Global Ad Fraud Detection Tools Market Size by Application (US$ Million): 2022-2027

Table 17. Mobile Phone Case Studies

Table 18. Website User Case Studies

Table 26. Overview of the World Economic Outlook Projections

Table 27. Summary of World Real per Capita Output (Annual percent change; in international currency at purchasing power parity)

Table 28. European Economies: Real GDP, Consumer Prices, Current Account Balance, and Unemployment (Annual percent change, unless noted otherwise)

Table 29. Asian and Pacific Economies: Real GDP, Consumer Prices, Current Account Balance, and Unemployment (Annual percent change, unless noted otherwise)

Table 30. Western Hemisphere Economies: Real GDP, Consumer Prices, Current Account Balance, and Unemployment (Annual percent change, unless noted otherwise)

Table 31. Middle Eastern and Central Asian Economies: Real GDP, Consumer Prices, Current Account Balance, and Unemployment (Annual percent change, unless noted otherwise)

Table 32. Commodity Prices-Metals Price Indices

Table 33. Commodity Prices- Precious Metal Price Indices

Table 34. Commodity Prices- Agricultural Raw Material Price Indices

Table 35. Commodity Prices- Food and Beverage Price Indices

Table 36. Commodity Prices- Fertilizer Price Indices

Table 37. Commodity Prices- Energy Price Indices

Table 38. G20+: Economic Policy Responses to COVID-19

Table 39. Covid-19 Impact: Global Major Government Policy

Table 40. Ad Fraud Detection Tools Report Years Considered

Table 41. Market Top Trends

Table 42. Key Drivers: Impact Analysis

Table 43. Key Challenges

Table 44. Porter's Five Forces Analysis

Table 45. Ad Fraud Detection Tools Market Growth Strategy

Table 46. Ad Fraud Detection Tools SWOT Analysis

Table 47. TrafficGuard Ad Fraud Detection Tools Product Specification

Table 48. TrafficGuard Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 49. Machine Advertising Ad Fraud Detection Tools Product Specification

Table 50. Machine Advertising Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 51. Adjust Ad Fraud Detection Tools Product Specification

Table 52. Adjust Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 53. FraudScore Ad Fraud Detection Tools Product Specification

Table 54. Table FraudScore Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 55. Scalarr Ad Fraud Detection Tools Product Specification

Table 56. Scalarr Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 57. Interceptd Ad Fraud Detection Tools Product Specification

Table 58. Interceptd Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 59. Singular Ad Fraud Detection Tools Product Specification

Table 60. Singular Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 61. AppsFlyer Ad Fraud Detection Tools Product Specification

Table 62. AppsFlyer Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 63. Performcb Ad Fraud Detection Tools Product Specification

Table 64. Performcb Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 65. Branch Metrics Ad Fraud Detection Tools Product Specification

Table 66. Branch Metrics Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 67. Kochava Ad Fraud Detection Tools Product Specification

Table 68. Kochava Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 69. mFilterIt Ad Fraud Detection Tools Product Specification

Table 70. mFilterIt Ad Fraud Detection Tools Production Capacity, Revenue, Price and Gross Margin (2016-2021)

Table 147. Global Ad Fraud Detection Tools Production Capacity by Market Players

Table 148. Global Ad Fraud Detection Tools Production by Market Players (2016-2021)

Table 149. Global Ad Fraud Detection Tools Production Market Share by Market Players (2016-2021)

Table 150. Global Ad Fraud Detection Tools Revenue by Market Players (2016-2021)

Table 151. Global Ad Fraud Detection Tools Revenue Share by Market Players (2016-2021)

Table 152. Global Market Ad Fraud Detection Tools Average Price of Key Market Players (2016-2021)

Table 153. North America Key Players Ad Fraud Detection Tools Revenue (2016-2021) (US$ Million)

Table 154. North America Key Players Ad Fraud Detection Tools Market Share (2016-2021)

Table 155. North America Ad Fraud Detection Tools Market Size by Type (2016-2021) (US$ Million)

Table 156. North America Ad Fraud Detection Tools Market Share by Type (2016-2021)

Table 157. North America Ad Fraud Detection Tools Market Size by Application (2016-2021) (US$ Million)

Table 158. North America Ad Fraud Detection Tools Market Share by Application (2016-2021)

Table 159. East Asia Ad Fraud Detection Tools Market Size YoY Growth (2016-2021) (US$ Million)

Table 160. East Asia Key Players Ad Fraud Detection Tools Revenue (2016-2021) (US$ Million)

Table 161. East Asia Key Players Ad Fraud Detection Tools Market Share (2016-2021)

Table 162. East Asia Ad Fraud Detection Tools Market Size by Type (2016-2021) (US$ Million)

Table 163. East Asia Ad Fraud Detection Tools Market Share by Type (2016-2021)

Table 164. East Asia Ad Fraud Detection Tools Market Size by Application (2016-2021) (US$ Million)

Table 165. East Asia Ad Fraud Detection Tools Market Share by Application (2016-2021)

Table 166. Europe Ad Fraud Detection Tools Market Size YoY Growth (2016-2021) (US$ Million)

Table 167. Europe Key Players Ad Fraud Detection Tools Revenue (2016-2021) (US$ Million)

Table 168. Europe Key Players Ad Fraud Detection Tools Market Share (2016-2021)

Table 169. Europe Ad Fraud Detection Tools Market Size by Type (2016-2021) (US$ Million)

Table 170. Europe Ad Fraud Detection Tools Market Share by Type (2016-2021)

Table 171. Europe Ad Fraud Detection Tools Market Size by Application (2016-2021) (US$ Million)

Table 172. Europe Ad Fraud Detection Tools Market Share by Application (2016-2021)

Table 173. South Asia Ad Fraud Detection Tools Market Size YoY Growth (2016-2021) (US$ Million)

Table 174. South Asia Key Players Ad Fraud Detection Tools Revenue (2016-2021) (US$ Million)

Table 175. South Asia Key Players Ad Fraud Detection Tools Market Share (2016-2021)

Table 176. South Asia Ad Fraud Detection Tools Market Size by Type (2016-2021) (US$ Million)

Table 177. South Asia Ad Fraud Detection Tools Market Share by Type (2016-2021)

Table 178. South Asia Ad Fraud Detection Tools Market Size by Application (2016-2021) (US$ Million)

Table 179. South Asia Ad Fraud Detection Tools Market Share by Application (2016-2021)

Table 180. Southeast Asia Ad Fraud Detection Tools Market Size YoY Growth (2016-2021) (US$ Million)

Table 181. Southeast Asia Key Players Ad Fraud Detection Tools Revenue (2016-2021) (US$ Million)

Table 182. Southeast Asia Key Players Ad Fraud Detection Tools Market Share (2016-2021)

Table 183. Southeast Asia Ad Fraud Detection Tools Market Size by Type (2016-2021) (US$ Million)

Table 184. Southeast Asia Ad Fraud Detection Tools Market Share by Type (2016-2021)

Table 185. Southeast Asia Ad Fraud Detection Tools Market Size by Application (2016-2021) (US$ Million)

Table 186. Southeast Asia Ad Fraud Detection Tools Market Share by Application (2016-2021)

Table 187. Middle East Ad Fraud Detection Tools Market Size YoY Growth (2016-2021) (US$ Million)

Table 188. Middle East Key Players Ad Fraud Detection Tools Revenue (2016-2021) (US$ Million)

Table 189. Middle East Key Players Ad Fraud Detection Tools Market Share (2016-2021)

Table 190. Middle East Ad Fraud Detection Tools Market Size by Type (2016-2021) (US$ Million)

Table 191. Middle East Ad Fraud Detection Tools Market Share by Type (2016-2021)

Table 192. Middle East Ad Fraud Detection Tools Market Size by Application (2016-2021) (US$ Million)

Table 193. Middle East Ad Fraud Detection Tools Market Share by Application (2016-2021)

Table 194. Africa Ad Fraud Detection Tools Market Size YoY Growth (2016-2021) (US$ Million)

Table 195. Africa Key Players Ad Fraud Detection Tools Revenue (2016-2021) (US$ Million)

Table 196. Africa Key Players Ad Fraud Detection Tools Market Share (2016-2021)

Table 197. Africa Ad Fraud Detection Tools Market Size by Type (2016-2021) (US$ Million)

Table 198. Africa Ad Fraud Detection Tools Market Share by Type (2016-2021)

Table 199. Africa Ad Fraud Detection Tools Market Size by Application (2016-2021) (US$ Million)

Table 200. Africa Ad Fraud Detection Tools Market Share by Application (2016-2021)

Table 201. Oceania Ad Fraud Detection Tools Market Size YoY Growth (2016-2021) (US$ Million)

Table 202. Oceania Key Players Ad Fraud Detection Tools Revenue (2016-2021) (US$ Million)

Table 203. Oceania Key Players Ad Fraud Detection Tools Market Share (2016-2021)

Table 204. Oceania Ad Fraud Detection Tools Market Size by Type (2016-2021) (US$ Million)

Table 205. Oceania Ad Fraud Detection Tools Market Share by Type (2016-2021)

Table 206. Oceania Ad Fraud Detection Tools Market Size by Application (2016-2021) (US$ Million)

Table 207. Oceania Ad Fraud Detection Tools Market Share by Application (2016-2021)

Table 208. South America Ad Fraud Detection Tools Market Size YoY Growth (2016-2021) (US$ Million)

Table 209. South America Key Players Ad Fraud Detection Tools Revenue (2016-2021) (US$ Million)

Table 210. South America Key Players Ad Fraud Detection Tools Market Share (2016-2021)

Table 211. South America Ad Fraud Detection Tools Market Size by Type (2016-2021) (US$ Million)

Table 212. South America Ad Fraud Detection Tools Market Share by Type (2016-2021)

Table 213. South America Ad Fraud Detection Tools Market Size by Application (2016-2021) (US$ Million)

Table 214. South America Ad Fraud Detection Tools Market Share by Application (2016-2021)

Table 215. Rest of the World Ad Fraud Detection Tools Market Size YoY Growth (2016-2021) (US$ Million)

Table 216. Rest of the World Key Players Ad Fraud Detection Tools Revenue (2016-2021) (US$ Million)

Table 217. Rest of the World Key Players Ad Fraud Detection Tools Market Share (2016-2021)

Table 218. Rest of the World Ad Fraud Detection Tools Market Size by Type (2016-2021) (US$ Million)

Table 219. Rest of the World Ad Fraud Detection Tools Market Share by Type (2016-2021)

Table 220. Rest of the World Ad Fraud Detection Tools Market Size by Application (2016-2021) (US$ Million)

Table 221. Rest of the World Ad Fraud Detection Tools Market Share by Application (2016-2021)

Table 222. North America Ad Fraud Detection Tools Consumption by Countries (2016-2021)

Table 223. East Asia Ad Fraud Detection Tools Consumption by Countries (2016-2021)

Table 224. Europe Ad Fraud Detection Tools Consumption by Region (2016-2021)

Table 225. South Asia Ad Fraud Detection Tools Consumption by Countries (2016-2021)

Table 226. Southeast Asia Ad Fraud Detection Tools Consumption by Countries (2016-2021)

Table 227. Middle East Ad Fraud Detection Tools Consumption by Countries (2016-2021)

Table 228. Africa Ad Fraud Detection Tools Consumption by Countries (2016-2021)

Table 229. Oceania Ad Fraud Detection Tools Consumption by Countries (2016-2021)

Table 230. South America Ad Fraud Detection Tools Consumption by Countries (2016-2021)

Table 231. Rest of the World Ad Fraud Detection Tools Consumption by Countries (2016-2021)

Table 232. Global Ad Fraud Detection Tools Production Forecast by Region (2022-2027)

Table 233. Global Ad Fraud Detection Tools Sales Volume Forecast by Type (2022-2027)

Table 234. Global Ad Fraud Detection Tools Sales Volume Market Share Forecast by Type (2022-2027)

Table 235. Global Ad Fraud Detection Tools Sales Revenue Forecast by Type (2022-2027)

Table 236. Global Ad Fraud Detection Tools Sales Revenue Market Share Forecast by Type (2022-2027)

Table 237. Global Ad Fraud Detection Tools Sales Price Forecast by Type (2022-2027)

Table 238. Global Ad Fraud Detection Tools Consumption Volume Forecast by Application (2022-2027)

Table 239. Global Ad Fraud Detection Tools Consumption Value Forecast by Application (2022-2027)

Table 240. North America Ad Fraud Detection Tools Consumption Forecast 2022-2027 by Country

Table 241. East Asia Ad Fraud Detection Tools Consumption Forecast 2022-2027 by Country

Table 242. Europe Ad Fraud Detection Tools Consumption Forecast 2022-2027 by Country

Table 243. South Asia Ad Fraud Detection Tools Consumption Forecast 2022-2027 by Country

Table 244. Southeast Asia Ad Fraud Detection Tools Consumption Forecast 2022-2027 by Country

Table 245. Middle East Ad Fraud Detection Tools Consumption Forecast 2022-2027 by Country

Table 246. Africa Ad Fraud Detection Tools Consumption Forecast 2022-2027 by Country

Table 247. Oceania Ad Fraud Detection Tools Consumption Forecast 2022-2027 by Country

Table 248. South America Ad Fraud Detection Tools Consumption Forecast 2022-2027 by Country

Table 249. Rest of the world Ad Fraud Detection Tools Consumption Forecast 2022-2027 by Country

Table 250. Global Ad Fraud Detection Tools Market Size by Type (2016-2021) (US$ Million)

Table 251. Global Ad Fraud Detection Tools Revenue Market Share by Type (2016-2021)

Table 252. Global Ad Fraud Detection Tools Forecasted Market Size by Type (2022-2027) (US$ Million)

Table 253. Global Ad Fraud Detection Tools Revenue Market Share by Type (2022-2027)

Table 254. Global Ad Fraud Detection Tools Market Size by Application (2016-2021) (US$ Million)

Table 255. Global Ad Fraud Detection Tools Revenue Market Share by Application (2016-2021)

Table 256. Global Ad Fraud Detection Tools Forecasted Market Size by Application (2022-2027) (US$ Million)

Table 257. Global Ad Fraud Detection Tools Revenue Market Share by Application (2022-2027)

Table 258. Ad Fraud Detection Tools Distributors List

Table 259. Ad Fraud Detection Tools Customers List





Figure 1. Product Figure

Figure 2. Global Ad Fraud Detection Tools Market Share by Type: 2021 VS 2027

Figure 3. Global Ad Fraud Detection Tools Market Share by Application: 2021 VS 2027

Figure 4. North America Ad Fraud Detection Tools Market Size YoY Growth (2016-2021) (US$ Million)

Figure 5. North America Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 6. North America Ad Fraud Detection Tools Consumption Market Share by Countries in 2021

Figure 7. United States Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 8. Canada Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 9. Mexico Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 10. East Asia Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 11. East Asia Ad Fraud Detection Tools Consumption Market Share by Countries in 2021

Figure 12. China Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 13. Japan Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 14. South Korea Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 15. Europe Ad Fraud Detection Tools Consumption and Growth Rate

Figure 16. Europe Ad Fraud Detection Tools Consumption Market Share by Region in 2021

Figure 17. Germany Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 18. United Kingdom Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 19. France Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 20. Italy Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 21. Russia Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 22. Spain Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 23. Netherlands Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 24. Switzerland Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 25. Poland Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 26. South Asia Ad Fraud Detection Tools Consumption and Growth Rate

Figure 27. South Asia Ad Fraud Detection Tools Consumption Market Share by Countries in 2021

Figure 28. India Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 29. Southeast Asia Ad Fraud Detection Tools Consumption and Growth Rate

Figure 30. Southeast Asia Ad Fraud Detection Tools Consumption Market Share by Countries in 2021

Figure 31. Indonesia Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 32. Thailand Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 33. Singapore Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 34. Malaysia Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 35. Philippines Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 36. Middle East Ad Fraud Detection Tools Consumption and Growth Rate

Figure 37. Middle East Ad Fraud Detection Tools Consumption Market Share by Countries in 2021

Figure 38. Turkey Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 39. Saudi Arabia Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 40. Iran Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 41. United Arab Emirates Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 42. Africa Ad Fraud Detection Tools Consumption and Growth Rate

Figure 43. Africa Ad Fraud Detection Tools Consumption Market Share by Countries in 2021

Figure 44. Nigeria Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 45. South Africa Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 46. Oceania Ad Fraud Detection Tools Consumption and Growth Rate

Figure 47. Oceania Ad Fraud Detection Tools Consumption Market Share by Countries in 2021

Figure 48. Australia Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 49. South America Ad Fraud Detection Tools Consumption and Growth Rate

Figure 50. South America Ad Fraud Detection Tools Consumption Market Share by Countries in 2021

Figure 51. Brazil Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 52. Argentina Ad Fraud Detection Tools Consumption and Growth Rate (2016-2021)

Figure 53. Rest of the World Ad Fraud Detection Tools Consumption and Growth Rate

Figure 54. Rest of the World Ad Fraud Detection Tools Consumption Market Share by Countries in 2021

Figure 55. Global Ad Fraud Detection Tools Production Capacity Growth Rate Forecast (2022-2027)

Figure 56. Global Ad Fraud Detection Tools Revenue Growth Rate Forecast (2022-2027)

Figure 57. Global Ad Fraud Detection Tools Price and Trend Forecast (2022-2027)

Figure 58. North America Ad Fraud Detection Tools Production Growth Rate Forecast (2022-2027)

Figure 59. North America Ad Fraud Detection Tools Revenue Growth Rate Forecast (2022-2027)

Figure 60. East Asia Ad Fraud Detection Tools Production Growth Rate Forecast (2022-2027)

Figure 61. East Asia Ad Fraud Detection Tools Revenue Growth Rate Forecast (2022-2027)

Figure 62. Europe Ad Fraud Detection Tools Production Growth Rate Forecast (2022-2027)

Figure 63. Europe Ad Fraud Detection Tools Revenue Growth Rate Forecast (2022-2027)

Figure 64. South Asia Ad Fraud Detection Tools Production Growth Rate Forecast (2022-2027)

Figure 65. South Asia Ad Fraud Detection Tools Revenue Growth Rate Forecast (2022-2027)

Figure 66. Southeast Asia Ad Fraud Detection Tools Production Growth Rate Forecast (2022-2027)

Figure 67. Southeast Asia Ad Fraud Detection Tools Revenue Growth Rate Forecast (2022-2027)

Figure 68. Middle East Ad Fraud Detection Tools Production Growth Rate Forecast (2022-2027)

Figure 69. Middle East Ad Fraud Detection Tools Revenue Growth Rate Forecast (2022-2027)

Figure 70. Africa Ad Fraud Detection Tools Production Growth Rate Forecast (2022-2027)

Figure 71. Africa Ad Fraud Detection Tools Revenue Growth Rate Forecast (2022-2027)

Figure 72. Oceania Ad Fraud Detection Tools Production Growth Rate Forecast (2022-2027)

Figure 73. Oceania Ad Fraud Detection Tools Revenue Growth Rate Forecast (2022-2027)

Figure 74. South America Ad Fraud Detection Tools Production Growth Rate Forecast (2022-2027)

Figure 75. South America Ad Fraud Detection Tools Revenue Growth Rate Forecast (2022-2027)

Figure 76. Rest of the World Ad Fraud Detection Tools Production Growth Rate Forecast (2022-2027)

Figure 77. Rest of the World Ad Fraud Detection Tools Revenue Growth Rate Forecast (2022-2027)

Figure 78. North America Ad Fraud Detection Tools Consumption Forecast 2022-2027

Figure 79. East Asia Ad Fraud Detection Tools Consumption Forecast 2022-2027

Figure 80. Europe Ad Fraud Detection Tools Consumption Forecast 2022-2027

Figure 81. South Asia Ad Fraud Detection Tools Consumption Forecast 2022-2027

Figure 82. Southeast Asia Ad Fraud Detection Tools Consumption Forecast 2022-2027

Figure 83. Middle East Ad Fraud Detection Tools Consumption Forecast 2022-2027

Figure 84. Africa Ad Fraud Detection Tools Consumption Forecast 2022-2027

Figure 85. Oceania Ad Fraud Detection Tools Consumption Forecast 2022-2027

Figure 86. South America Ad Fraud Detection Tools Consumption Forecast 2022-2027

Figure 87. Rest of the world Ad Fraud Detection Tools Consumption Forecast 2022-2027

Figure 88. Manufacturing Cost Structure of Ad Fraud Detection Tools

Figure 89. Manufacturing Process Analysis of Ad Fraud Detection Tools

Figure 90. Channels of Distribution

Figure 91. Distributors Profiles

Figure 92. Ad Fraud Detection Tools Supply Chain Analysis