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Global Digital Ad Fraud Detection Software Market Research Report 2022 - Impact Of COVID-19 On The Market

Published on: Nov 2022 | From USD $2900 | Published By: MAIA RESEARCH | Number Of Pages: 107


The Digital Ad Fraud Detection Software market revenue was xx Million USD in 2017, grew to xx Million USD in 2021, and will reach xx Million USD in 2027, with a CAGR of xx during 2022-2027.

Considering the influence of COVID-19 on the global Digital Ad Fraud Detection Software market, this report analyzed the impact from both global and regional perspectives. From production end to consumption end in regions such as North America, Europe, China, and Japan, the report put emphasis on analysis of market under COVID-19 and corresponding response policy in different regions.

This report also analyzes the strategies for different companies to deal with the impact of COVID-19 in detail to seek a path to recovery.

Under COVID-19 Outbreak, how the Digital Ad Fraud Detection Software Industry will develop is also analyzed in detail in Chapter 1.8 of this report.

Major Players in Digital Ad Fraud Detection Software market are:
IAS (Integral Ad Science)
Forensiq by Impact
Pixalate
White Ops
DoubleVerify
Confiant

Most important types of Digital Ad Fraud Detection Software products covered in this report are:
On-premises
Cloud

Most widely used downstream fields of Digital Ad Fraud Detection Software market covered in this report are:
Individual
Small Enterprises(10 to 49 Employees)
Medium-sized Enterprises(50 to 249 Employees)
Large Enterprises(Employ 250 or More People)

Major Regions or countries covered in this report:
North America
Europe
China
Japan
Middle East and Africa
South America
India
South Korea
Southeast Asia
Others

In Chapter 3.4, the report provides analysis of the reasons behind price fluctuations.

In chapters 5, 6, and 7, the impact of COVID-19 on the different regions in both production and consumption end and SWOT analysis are pointed out.

In Chapters 8, the report presents company's recent development and strategies to deal with the impact of COVID-19.

Years considered for this report:
Historical Years: 2017-2021
Base Year: 2021
Estimated Year: 2022
Forecast Period: 2022-2027

Table of Content

1 Digital Ad Fraud Detection Software Introduction and Market Overview
1.1 Objectives of the Study
1.2 Overview of Digital Ad Fraud Detection Software
1.3 Digital Ad Fraud Detection Software Market Scope and Market Size Estimation
1.3.1 Market Concentration Ratio and Market Maturity Analysis
1.3.2 Global Digital Ad Fraud Detection Software Revenue and Growth Rate from 2017-2027
1.4 Market Segmentation
1.4.1 Types of Digital Ad Fraud Detection Software
1.4.2 Applications of Digital Ad Fraud Detection Software
1.4.3 Research Regions
1.5 Market Dynamics
1.5.1 Digital Ad Fraud Detection Software Industry Trends
1.5.2 Digital Ad Fraud Detection Software Drivers
1.5.3 Digital Ad Fraud Detection Software Market Challenges
1.5.4 Digital Ad Fraud Detection Software Market Restraints
1.6 Industry News and Policies by Regions
1.6.1 Industry News
1.6.2 Industry Policies
1.7 Mergers & Acquisitions, Expansion Plans
1.8 Digital Ad Fraud Detection Software Industry Development Trends under COVID-19 Outbreak
1.8.1 Global COVID-19 Status Overview
1.8.2 Influence of COVID-19 Outbreak on Digital Ad Fraud Detection Software Industry Development

2 Industry Chain Analysis
2.1 Upstream Raw Material Supply and Demand Analysis
2.1.1 Global Digital Ad Fraud Detection Software Major Upstream Raw Material and Suppliers
2.1.2 Raw Material Source Analysis
2.2 Major Players of Digital Ad Fraud Detection Software
2.2.1 Major Players Manufacturing Base of Digital Ad Fraud Detection Software in 2021
2.2.2 Major Players Market Distribution in 2021
2.3 Digital Ad Fraud Detection Software Manufacturing Cost Structure Analysis
2.3.1 Production Process Analysis
2.3.2 Manufacturing Cost Structure of Digital Ad Fraud Detection Software
2.3.3 Labor Cost of Digital Ad Fraud Detection Software
2.4 Market Channel Analysis of Digital Ad Fraud Detection Software
2.5 Major Down Stream Customers by Application

3 Global Digital Ad Fraud Detection Software Market, by Type
3.1 Global Digital Ad Fraud Detection Software Revenue and Market Share by Type (2017-2022)
3.2 Global Digital Ad Fraud Detection Software Production and Market Share by Type (2017-2022)
3.3 Global Digital Ad Fraud Detection Software Revenue and Growth Rate by Type (2017-2022)
3.3.1 Global Digital Ad Fraud Detection Software Revenue and Growth Rate of On-premises
3.3.2 Global Digital Ad Fraud Detection Software Revenue and Growth Rate of Cloud
3.4 Global Digital Ad Fraud Detection Software Price Analysis by Type (2017-2022)
3.4.1 Explanation of Different Type Product Price Trends

4 Digital Ad Fraud Detection Software Market, by Application
4.1 Downstream Market Overview
4.2 Global Digital Ad Fraud Detection Software Consumption and Market Share by Application (2017-2022)
4.3 Global Digital Ad Fraud Detection Software Consumption and Growth Rate by Application (2017-2022)
4.3.1 Global Digital Ad Fraud Detection Software Consumption and Growth Rate of Individual (2017-2022)
4.3.2 Global Digital Ad Fraud Detection Software Consumption and Growth Rate of Small Enterprises(10 to 49 Employees) (2017-2022)
4.3.3 Global Digital Ad Fraud Detection Software Consumption and Growth Rate of Medium-sized Enterprises(50 to 249 Employees) (2017-2022)
4.3.4 Global Digital Ad Fraud Detection Software Consumption and Growth Rate of Large Enterprises(Employ 250 or More People) (2017-2022)

5 Global Digital Ad Fraud Detection Software Consumption, Revenue ($) by Region (2017-2022)
5.1 Global Digital Ad Fraud Detection Software Revenue and Market Share by Region (2017-2022)
5.2 Global Digital Ad Fraud Detection Software Consumption and Market Share by Region (2017-2022)
5.3 Global Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
5.4 North America Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
5.4.1 North America Digital Ad Fraud Detection Software Market Under COVID-19
5.4.2 North America Digital Ad Fraud Detection Software SWOT Analysis
5.5 Europe Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
5.5.1 Europe Digital Ad Fraud Detection Software Market Under COVID-19
5.5.2 Europe Digital Ad Fraud Detection Software SWOT Analysis
5.6 China Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
5.6.1 China Digital Ad Fraud Detection Software Market Under COVID-19
5.6.2 China Digital Ad Fraud Detection Software SWOT Analysis
5.7 Japan Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
5.7.1 Japan Digital Ad Fraud Detection Software Market Under COVID-19
5.7.2 Japan Digital Ad Fraud Detection Software SWOT Analysis
5.8 Middle East and Africa Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
5.8.1 Middle East and Africa Digital Ad Fraud Detection Software Market Under COVID-19
5.8.2 Middle East and Africa Digital Ad Fraud Detection Software SWOT Analysis
5.9 India Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
5.9.1 India Digital Ad Fraud Detection Software Market Under COVID-19
5.9.2 India Digital Ad Fraud Detection Software SWOT Analysis
5.10 South America Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
5.10.1 South America Digital Ad Fraud Detection Software Market Under COVID-19
5.10.2 South America Digital Ad Fraud Detection Software SWOT Analysis
5.11 South Korea Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
5.11.1 South Korea Digital Ad Fraud Detection Software Market Under COVID-19
5.11.2 South Korea Digital Ad Fraud Detection Software SWOT Analysis
5.12 Southeast Asia Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
5.12.1 Southeast Asia Digital Ad Fraud Detection Software Market Under COVID-19
5.12.2 Southeast Asia Digital Ad Fraud Detection Software SWOT Analysis

6 Global Digital Ad Fraud Detection Software Production by Top Regions (2017-2022)
6.1 Global Digital Ad Fraud Detection Software Production by Top Regions (2017-2022)
6.2 North America Digital Ad Fraud Detection Software Production and Growth Rate
6.3 Europe Digital Ad Fraud Detection Software Production and Growth Rate
6.4 China Digital Ad Fraud Detection Software Production and Growth Rate
6.5 Japan Digital Ad Fraud Detection Software Production and Growth Rate
6.6 India Digital Ad Fraud Detection Software Production and Growth Rate

7 Global Digital Ad Fraud Detection Software Consumption by Regions (2017-2022)
7.1 Global Digital Ad Fraud Detection Software Consumption by Regions (2017-2022)
7.2 North America Digital Ad Fraud Detection Software Consumption and Growth Rate
7.3 Europe Digital Ad Fraud Detection Software Consumption and Growth Rate
7.4 China Digital Ad Fraud Detection Software Consumption and Growth Rate
7.5 Japan Digital Ad Fraud Detection Software Consumption and Growth Rate
7.6 Middle East & Africa Digital Ad Fraud Detection Software Consumption and Growth Rate
7.7 India Digital Ad Fraud Detection Software Consumption and Growth Rate
7.8 South America Digital Ad Fraud Detection Software Consumption and Growth Rate
7.9 South Korea Digital Ad Fraud Detection Software Consumption and Growth Rate
7.10 Southeast Asia Digital Ad Fraud Detection Software Consumption and Growth Rate

8 Competitive Landscape
8.1 Competitive Profile
8.2 IAS (Integral Ad Science) Market Performance Analysis
8.2.1 Company Profiles
8.2.2 Digital Ad Fraud Detection Software Product Profiles, Application and Specification
8.2.3 IAS (Integral Ad Science) Sales, Revenue, Price, Gross Margin 2017-2022
8.2.4 Company Recent Development
8.2.5 Strategies for Company to Deal with the Impact of COVID-19
8.3 Forensiq by Impact Market Performance Analysis
8.3.1 Company Profiles
8.3.2 Digital Ad Fraud Detection Software Product Profiles, Application and Specification
8.3.3 Forensiq by Impact Sales, Revenue, Price, Gross Margin 2017-2022
8.3.4 Company Recent Development
8.3.5 Strategies for Company to Deal with the Impact of COVID-19
8.4 Pixalate Market Performance Analysis
8.4.1 Company Profiles
8.4.2 Digital Ad Fraud Detection Software Product Profiles, Application and Specification
8.4.3 Pixalate Sales, Revenue, Price, Gross Margin 2017-2022
8.4.4 Company Recent Development
8.4.5 Strategies for Company to Deal with the Impact of COVID-19
8.5 White Ops Market Performance Analysis
8.5.1 Company Profiles
8.5.2 Digital Ad Fraud Detection Software Product Profiles, Application and Specification
8.5.3 White Ops Sales, Revenue, Price, Gross Margin 2017-2022
8.5.4 Company Recent Development
8.5.5 Strategies for Company to Deal with the Impact of COVID-19
8.6 DoubleVerify Market Performance Analysis
8.6.1 Company Profiles
8.6.2 Digital Ad Fraud Detection Software Product Profiles, Application and Specification
8.6.3 DoubleVerify Sales, Revenue, Price, Gross Margin 2017-2022
8.6.4 Company Recent Development
8.6.5 Strategies for Company to Deal with the Impact of COVID-19
8.7 Confiant Market Performance Analysis
8.7.1 Company Profiles
8.7.2 Digital Ad Fraud Detection Software Product Profiles, Application and Specification
8.7.3 Confiant Sales, Revenue, Price, Gross Margin 2017-2022
8.7.4 Company Recent Development
8.7.5 Strategies for Company to Deal with the Impact of COVID-19

9 Global Digital Ad Fraud Detection Software Market Analysis and Forecast by Type and Application
9.1 Global Digital Ad Fraud Detection Software Market Revenue & Volume Forecast, by Type (2022-2027)
9.1.1 On-premises Market Revenue and Volume Forecast (2022-2027)
9.1.2 Cloud Market Revenue and Volume Forecast (2022-2027)
9.2 Global Digital Ad Fraud Detection Software Market Revenue & Volume Forecast, by Application (2022-2027)
9.2.1 Individual Market Revenue and Volume Forecast (2022-2027)
9.2.2 Small Enterprises(10 to 49 Employees) Market Revenue and Volume Forecast (2022-2027)
9.2.3 Medium-sized Enterprises(50 to 249 Employees) Market Revenue and Volume Forecast (2022-2027)
9.2.4 Large Enterprises(Employ 250 or More People) Market Revenue and Volume Forecast (2022-2027)

10 Digital Ad Fraud Detection Software Market Supply and Demand Forecast by Region
10.1 North America Market Supply and Demand Forecast (2022-2027)
10.2 Europe Market Supply and Demand Forecast (2022-2027)
10.3 China Market Supply and Demand Forecast (2022-2027)
10.4 Japan Market Supply and Demand Forecast (2022-2027)
10.5 Middle East and Africa Market Supply and Demand Forecast (2022-2027)
10.6 India Market Supply and Demand Forecast (2022-2027)
10.7 South America Market Supply and Demand Forecast (2022-2027)
10.8 South Korea Market Supply and Demand Forecast (2022-2027)
10.9 Southeast Asia Market Supply and Demand Forecast (2022-2027)
10.10 Explanation of Market Size Trends by Region
10.11 Digital Ad Fraud Detection Software Market Trends Analysis

11 New Project Feasibility Analysis
11.1 Industry Barriers and New Entrants SWOT Analysis
11.2 Analysis and Suggestions on New Project Investment

12 Expert Interview Record
13 Research Finding and Conclusion
14 Appendix
14.1 Methodology
14.2 Research Data Source
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List of Tables and Figures
Figure Product Picture of Digital Ad Fraud Detection Software
Table Product Specification of Digital Ad Fraud Detection Software
Figure Market Concentration Ratio and Market Maturity Analysis of Digital Ad Fraud Detection Software
Figure Global Digital Ad Fraud Detection Software Revenue ($) and Growth Rate from 2017-2027
Table Different Types of Digital Ad Fraud Detection Software
Table Global Digital Ad Fraud Detection Software Market Size Growth Rate by Type (2022-2027)
Figure Global Digital Ad Fraud Detection Software Revenue ($) Segment by Type from 2017-2022
Figure Global Digital Ad Fraud Detection Software Market Share by Types in 2021
Figure Digital Ad Fraud Detection Software On-premises Picture
Figure Digital Ad Fraud Detection Software Cloud Picture
Table Different Applications of Digital Ad Fraud Detection Software
Table Global Digital Ad Fraud Detection Software Market Size Growth Rate by Applications (2022-2027)
Figure Global Digital Ad Fraud Detection Software Revenue ($) Segment by Applications from 2017-2022
Figure Global Digital Ad Fraud Detection Software Market Share by Applications in 2021
Figure Individual Picture
Figure Small Enterprises(10 to 49 Employees) Picture
Figure Medium-sized Enterprises(50 to 249 Employees) Picture
Figure Large Enterprises(Employ 250 or More People) Picture
Table Research Regions of Digital Ad Fraud Detection Software
Table Global Digital Ad Fraud Detection Software Market Size Growth Rate by Region (2022-2027)
Figure Global Digital Ad Fraud Detection Software Market Share by Regions in 2021
Figure North America Digital Ad Fraud Detection Software Revenue ($) and Growth Rate (2017-2022)
Figure Europe Digital Ad Fraud Detection Software Revenue ($) and Growth Rate (2017-2022)
Figure China Digital Ad Fraud Detection Software Revenue ($) and Growth Rate (2017-2022)
Figure Japan Digital Ad Fraud Detection Software Revenue ($) and Growth Rate (2017-2022)
Figure Middle East and Africa Digital Ad Fraud Detection Software Revenue ($) and Growth Rate (2017-2022)
Figure India Digital Ad Fraud Detection Software Revenue ($) and Growth Rate (2017-2022)
Figure South America Digital Ad Fraud Detection Software Revenue ($) and Growth Rate (2017-2022)
Figure South Korea Digital Ad Fraud Detection Software Revenue ($) and Growth Rate (2017-2022)
Figure Southeast Asia Digital Ad Fraud Detection Software Revenue ($) and Growth Rate (2017-2022)
Table SWOT Analysis
Table Market Challenges
Table Market Restraints
Table Industry News
Table Industry Policies
Table Mergers & Acquisitions, Expansion Plans
Table Influence of COVID-19 Outbreak on Digital Ad Fraud Detection Software Industry Development
Figure Industry Chain Analysis of Digital Ad Fraud Detection Software
Table Major Players Manufacturing Base of Digital Ad Fraud Detection Software in 2021
Table Major Players Market Distribution in 2021
Figure Production Process of Digital Ad Fraud Detection Software
Figure Manufacturing Cost Structure of Digital Ad Fraud Detection Software
Figure Channel Status of Digital Ad Fraud Detection Software
Table Major Distributors of Digital Ad Fraud Detection Software with Contact Information
Table Global Digital Ad Fraud Detection Software Revenue ($) by Type (2017-2022)
Table Global Digital Ad Fraud Detection Software Revenue Share by Type (2017-2022)
Figure Global Digital Ad Fraud Detection Software Revenue Share by Type (2017-2022)
Table Global Digital Ad Fraud Detection Software Production by Type (2017-2022)
Table Global Digital Ad Fraud Detection Software Production Share by Type (2017-2022)
Figure Global Digital Ad Fraud Detection Software Production Share by Type (2017-2022)
Figure Global Digital Ad Fraud Detection Software Revenue ($) and Growth Rate of On-premises
Figure Global Digital Ad Fraud Detection Software Revenue ($) and Growth Rate of Cloud
Figure Global Digital Ad Fraud Detection Software Price by Type (2017-2022)
Figure Downstream Market Overview
Table Global Digital Ad Fraud Detection Software Consumption by Application (2017-2022)
Table Global Digital Ad Fraud Detection Software Consumption Market Share by Application (2017-2022)
Figure Global Digital Ad Fraud Detection Software Consumption Market Share by Application (2017-2022)
Figure Global Digital Ad Fraud Detection Software Consumption and Growth Rate of Individual (2017-2022)
Figure Global Digital Ad Fraud Detection Software Consumption and Growth Rate of Small Enterprises(10 to 49 Employees) (2017-2022)
Figure Global Digital Ad Fraud Detection Software Consumption and Growth Rate of Medium-sized Enterprises(50 to 249 Employees) (2017-2022)
Figure Global Digital Ad Fraud Detection Software Consumption and Growth Rate of Large Enterprises(Employ 250 or More People) (2017-2022)
Table Global Digital Ad Fraud Detection Software Revenue ($) by Region (2017-2022)
Table Global Digital Ad Fraud Detection Software Revenue Market Share by Region (2017-2022)
Figure Global Digital Ad Fraud Detection Software Revenue Market Share by Region (2017-2022)
Table Global Digital Ad Fraud Detection Software Consumption by Region (2017-2022)
Table Global Digital Ad Fraud Detection Software Consumption Market Share by Region (2017-2022)
Figure Global Digital Ad Fraud Detection Software Consumption Market Share by Region (2017-2022)
Table Global Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
Table North America Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
Table North America Digital Ad Fraud Detection Software SWOT Analysis
Table Europe Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
Table Europe Digital Ad Fraud Detection Software SWOT Analysis
Table China Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
Table China Digital Ad Fraud Detection Software SWOT Analysis
Table Japan Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
Table Japan Digital Ad Fraud Detection Software SWOT Analysis
Table Middle East and Africa Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
Table Middle East and Africa Digital Ad Fraud Detection Software SWOT Analysis
Table India Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
Table India Digital Ad Fraud Detection Software SWOT Analysis
Table South America Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
Table South America Digital Ad Fraud Detection Software SWOT Analysis
Table South Korea Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
Table South Korea Digital Ad Fraud Detection Software SWOT Analysis
Table Southeast Asia Digital Ad Fraud Detection Software Consumption, Revenue, Price and Gross Margin (2017-2022)
Table Southeast Asia Digital Ad Fraud Detection Software SWOT Analysis
Table Global Digital Ad Fraud Detection Software Production by Top Regions (2017-2022)
Figure Global Digital Ad Fraud Detection Software Production Share by Top Regions (2017-2022)
Figure North America Digital Ad Fraud Detection Software Production and Growth Rate Analysis (2017-2022)
Figure Europe Digital Ad Fraud Detection Software Production and Growth Rate Analysis (2017-2022)
Figure China Digital Ad Fraud Detection Software Production and Growth Rate Analysis (2017-2022)
Figure Japan Digital Ad Fraud Detection Software Production and Growth Rate Analysis (2017-2022)
Figure India Digital Ad Fraud Detection Software Production and Growth Rate Analysis (2017-2022)
Table Global Digital Ad Fraud Detection Software Consumption by Regions (2017-2022)
Figure Global Digital Ad Fraud Detection Software Consumption Share by Regions (2017-2022)
Figure North America Digital Ad Fraud Detection Software Consumption and Growth Rate Analysis (2017-2022)
Figure Europe Digital Ad Fraud Detection Software Consumption and Growth Rate Analysis (2017-2022)
Figure China Digital Ad Fraud Detection Software Consumption and Growth Rate Analysis (2017-2022)
Figure Japan Digital Ad Fraud Detection Software Consumption and Growth Rate Analysis (2017-2022)
Figure Middle East & Africa Digital Ad Fraud Detection Software Consumption and Growth Rate Analysis (2017-2022)
Figure India Digital Ad Fraud Detection Software Consumption and Growth Rate Analysis (2017-2022)
Figure South America Digital Ad Fraud Detection Software Consumption and Growth Rate Analysis (2017-2022)
Figure South Korea Digital Ad Fraud Detection Software Consumption and Growth Rate Analysis (2017-2022)
Figure Southeast Asia Digital Ad Fraud Detection Software Consumption and Growth Rate Analysis (2017-2022)
Figure Top 3 Market Share of Digital Ad Fraud Detection Software Companies in 2021
Figure Top 6 Market Share of Digital Ad Fraud Detection Software Companies in 2021
Table Major Players Revenue ($) Share (2017-2022)
Table Company Profiles
Table Product Profiles, Application and Specification
Table IAS (Integral Ad Science) Company Profiles
Table IAS (Integral Ad Science) Sales, Revenue, Price, Gross Margin 2017-2022
Figure IAS (Integral Ad Science) Sales and Growth Rate
Figure IAS (Integral Ad Science) Revenue ($) Market Share 2017-2022
Table Forensiq by Impact Company Profiles
Table Forensiq by Impact Sales, Revenue, Price, Gross Margin 2017-2022
Figure Forensiq by Impact Sales and Growth Rate
Figure Forensiq by Impact Revenue ($) Market Share 2017-2022
Table Pixalate Company Profiles
Table Pixalate Sales, Revenue, Price, Gross Margin 2017-2022
Figure Pixalate Sales and Growth Rate
Figure Pixalate Revenue ($) Market Share 2017-2022
Table White Ops Company Profiles
Table White Ops Sales, Revenue, Price, Gross Margin 2017-2022
Figure White Ops Sales and Growth Rate
Figure White Ops Revenue ($) Market Share 2017-2022
Table DoubleVerify Company Profiles
Table DoubleVerify Sales, Revenue, Price, Gross Margin 2017-2022
Figure DoubleVerify Sales and Growth Rate
Figure DoubleVerify Revenue ($) Market Share 2017-2022
Table Confiant Company Profiles
Table Confiant Sales, Revenue, Price, Gross Margin 2017-2022
Figure Confiant Sales and Growth Rate
Figure Confiant Revenue ($) Market Share 2017-2022
Table Global Digital Ad Fraud Detection Software Market Revenue ($) Forecast, by Type
Table Global Digital Ad Fraud Detection Software Market Volume Forecast, by Type
Figure Global Digital Ad Fraud Detection Software Market Revenue ($) and Growth Rate Forecast of On-premises (2022-2027)
Figure Global Digital Ad Fraud Detection Software Market Volume and Growth Rate Forecast of On-premises (2022-2027)
Figure Global Digital Ad Fraud Detection Software Market Revenue ($) and Growth Rate Forecast of Cloud (2022-2027)
Figure Global Digital Ad Fraud Detection Software Market Volume and Growth Rate Forecast of Cloud (2022-2027)
Table Global Market Revenue ($) Forecast by Application (2022-2027)
Table Global Market Volume Forecast by Application (2022-2027)
Figure Market Revenue ($) and Growth Rate Forecast of Individual (2022-2027)
Figure Market Volume and Growth Rate Forecast of Individual (2022-2027)
Figure Market Revenue ($) and Growth Rate Forecast of Small Enterprises(10 to 49 Employees) (2022-2027)
Figure Market Volume and Growth Rate Forecast of Small Enterprises(10 to 49 Employees) (2022-2027)
Figure Market Revenue ($) and Growth Rate Forecast of Medium-sized Enterprises(50 to 249 Employees) (2022-2027)
Figure Market Volume and Growth Rate Forecast of Medium-sized Enterprises(50 to 249 Employees) (2022-2027)
Figure Market Revenue ($) and Growth Rate Forecast of Large Enterprises(Employ 250 or More People) (2022-2027)
Figure Market Volume and Growth Rate Forecast of Large Enterprises(Employ 250 or More People) (2022-2027)
Figure North America Market Supply and Growth Rate Forecast (2022-2027)
Figure North America Demand and Growth Rate Forecast (2022-2027)
Figure Europe Market Supply and Growth Rate Forecast (2022-2027)
Figure Europe Demand and Growth Rate Forecast (2022-2027)
Figure China Market Supply and Growth Rate Forecast (2022-2027)
Figure China Demand and Growth Rate Forecast (2022-2027)
Figure Japan Market Supply and Growth Rate Forecast (2022-2027)
Figure Japan Demand and Growth Rate Forecast (2022-2027)
Figure Middle East and Africa Market Supply and Growth Rate Forecast (2022-2027)
Figure Middle East and Africa Demand and Growth Rate Forecast (2022-2027)
Figure India Market Supply and Growth Rate Forecast (2022-2027)
Figure India Demand and Growth Rate Forecast (2022-2027)
Figure South America Market Supply and Growth Rate Forecast (2022-2027)
Figure South America Demand and Growth Rate Forecast (2022-2027)
Figure South Korea Market Supply and Growth Rate Forecast (2022-2027)
Figure South Korea Demand and Growth Rate Forecast (2022-2027)
Figure Southeast Asia Market Supply and Growth Rate Forecast (2022-2027)
Figure Southeast Asia Demand and Growth Rate Forecast (2022-2027)
Figure Industry Resource/Technology/Labor Importance Analysis
Table New Entrants SWOT Analysis
Table New Project Analysis of Investment Recovery

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.

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