Content moderation is the process of evaluating the text, images, videos, profiles, and other content uploaded by users to ensure it does not violate legal, safety, cultural, or community standards.
The latest research study released by Market IntelliX evaluates market size and forecasts of Image Content Moderation Solution in Global, including the following market information:
Global Image Content Moderation Solution Market Revenue, 2017-2022, 2023-2028, ($ millions)
Global top five companies in 2021 (%)
The global Image Content Moderation Solution market was valued at million in 2021 and is projected to reach US$ million by 2028, at a CAGR of % during the forecast period.
The U.S. Market is Estimated at $ Million in 2021, While China is Forecast to Reach $ Million by 2028.
Software/Tools/Platforms Segment to Reach $ Million by 2028, with a % CAGR in next six years.
The global key manufacturers of Image Content Moderation Solution include Accenture PLC, Microsoft Corporation, Google, Inc., ALEGION, Appen Limited, Besedo, Clarifai, Inc., EBS and Open Access and etc. In 2021, the global top five players have a share approximately % in terms of revenue.
MI has surveyed the Image Content Moderation Solution companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Market Segmentations:
Global Image Content Moderation Solution Market, by Type, 2017-2022, 2023-2028 ($ millions)
Global Image Content Moderation Solution Market Segment Percentages, by Type, 2021 (%)
Software/Tools/Platforms
Services
Global Image Content Moderation Solution Market, by Application, 2017-2022, 2023-2028 ($ millions)
Global Image Content Moderation Solution Market Segment Percentages, by Application, 2021 (%)
Media and Entertainment
Retail and E-Commerce
Packaging and Labelling
Healthcare and Life Sciences
Automotive
Government
Telecom
Others
Global Image Content Moderation Solution Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)
Global Image Content Moderation Solution Market Segment Percentages, By Region and Country, 2021 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Image Content Moderation Solution revenues in global market, 2017-2022 (estimated), ($ millions)
Key companies Image Content Moderation Solution revenues share in global market, 2021 (%)
The report presents profiles of competitors in the market, Some of the prominent key players covered:
Accenture PLC
Microsoft Corporation
Google, Inc.
ALEGION
Appen Limited
Besedo
Clarifai, Inc.
EBS
Open Access
Cogito Tech LLC.
Key Takeaways from this Report
Evaluate market potential through analyzing growth rates (CAGR %), Volume (Units) and Value ($M) data given at country level – for product types, end use applications and by different industry verticals.
Understand the different dynamics influencing the market – key driving factors, challenges and hidden opportunities.
Get in-depth insights on your competitor performance – market shares, strategies, financial benchmarking, product benchmarking, SWOT and more.
Analyze the sales and distribution channels across key geographies to improve top-line revenues.
Understand the industry supply chain with a deep-dive on the value augmentation at each step, in order to optimize value and bring efficiencies in your processes.
Get a quick outlook on the market entropy – M&A’s, deals, partnerships, product launches of all key players for the past 4 years.
Evaluate the supply-demand gaps, import-export statistics and regulatory landscape for more than top 20 countries globally for the market.
1 Introduction to Research & Analysis Reports
1.1 Image Content Moderation Solution Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Image Content Moderation Solution Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Image Content Moderation Solution Overall Market Size
2.1 Global Image Content Moderation Solution Market Size: 2021 VS 2028
2.2 Global Image Content Moderation Solution Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Image Content Moderation Solution Players in Global Market
3.2 Top Global Image Content Moderation Solution Companies Ranked by Revenue
3.3 Global Image Content Moderation Solution Revenue by Companies
3.4 Top 3 and Top 5 Image Content Moderation Solution Companies in Global Market, by Revenue in 2021
3.5 Global Companies Image Content Moderation Solution Product Type
3.6 Tier 1, Tier 2 and Tier 3 Image Content Moderation Solution Players in Global Market
3.6.1 List of Global Tier 1 Image Content Moderation Solution Companies
3.6.2 List of Global Tier 2 and Tier 3 Image Content Moderation Solution Companies
4 Market Sights by Product
4.1 Overview
4.1.1 by Type - Global Image Content Moderation Solution Market Size Markets, 2021 & 2028
4.1.2 Software/Tools/Platforms
4.1.3 Services
4.2 By Type - Global Image Content Moderation Solution Revenue & Forecasts
4.2.1 By Type - Global Image Content Moderation Solution Revenue, 2017-2022
4.2.2 By Type - Global Image Content Moderation Solution Revenue, 2023-2028
4.2.3 By Type - Global Image Content Moderation Solution Revenue Market Share, 2017-2028
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Image Content Moderation Solution Market Size, 2021 & 2028
5.1.2 Media and Entertainment
5.1.3 Retail and E-Commerce
5.1.4 Packaging and Labelling
5.1.5 Healthcare and Life Sciences
5.1.6 Automotive
5.1.7 Government
5.1.8 Telecom
5.1.9 Others
5.2 By Application - Global Image Content Moderation Solution Revenue & Forecasts
5.2.1 By Application - Global Image Content Moderation Solution Revenue, 2017-2022
5.2.2 By Application - Global Image Content Moderation Solution Revenue, 2023-2028
5.2.3 By Application - Global Image Content Moderation Solution Revenue Market Share, 2017-2028
6 Sights by Region
6.1 By Region - Global Image Content Moderation Solution Market Size, 2021 & 2028
6.2 By Region - Global Image Content Moderation Solution Revenue & Forecasts
6.2.1 By Region - Global Image Content Moderation Solution Revenue, 2017-2022
6.2.2 By Region - Global Image Content Moderation Solution Revenue, 2023-2028
6.2.3 By Region - Global Image Content Moderation Solution Revenue Market Share, 2017-2028
6.3 North America
6.3.1 By Country - North America Image Content Moderation Solution Revenue, 2017-2028
6.3.2 US Image Content Moderation Solution Market Size, 2017-2028
6.3.3 Canada Image Content Moderation Solution Market Size, 2017-2028
6.3.4 Mexico Image Content Moderation Solution Market Size, 2017-2028
6.4 Europe
6.4.1 By Country - Europe Image Content Moderation Solution Revenue, 2017-2028
6.4.2 Germany Image Content Moderation Solution Market Size, 2017-2028
6.4.3 France Image Content Moderation Solution Market Size, 2017-2028
6.4.4 U.K. Image Content Moderation Solution Market Size, 2017-2028
6.4.5 Italy Image Content Moderation Solution Market Size, 2017-2028
6.4.6 Russia Image Content Moderation Solution Market Size, 2017-2028
6.4.7 Nordic Countries Image Content Moderation Solution Market Size, 2017-2028
6.4.8 Benelux Image Content Moderation Solution Market Size, 2017-2028
6.5 Asia
6.5.1 By Region - Asia Image Content Moderation Solution Revenue, 2017-2028
6.5.2 China Image Content Moderation Solution Market Size, 2017-2028
6.5.3 Japan Image Content Moderation Solution Market Size, 2017-2028
6.5.4 South Korea Image Content Moderation Solution Market Size, 2017-2028
6.5.5 Southeast Asia Image Content Moderation Solution Market Size, 2017-2028
6.5.6 India Image Content Moderation Solution Market Size, 2017-2028
6.6 South America
6.6.1 By Country - South America Image Content Moderation Solution Revenue, 2017-2028
6.6.2 Brazil Image Content Moderation Solution Market Size, 2017-2028
6.6.3 Argentina Image Content Moderation Solution Market Size, 2017-2028
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Image Content Moderation Solution Revenue, 2017-2028
6.7.2 Turkey Image Content Moderation Solution Market Size, 2017-2028
6.7.3 Israel Image Content Moderation Solution Market Size, 2017-2028
6.7.4 Saudi Arabia Image Content Moderation Solution Market Size, 2017-2028
6.7.5 UAE Image Content Moderation Solution Market Size, 2017-2028
7 Players Profiles
7.1 Accenture PLC
7.1.1 Accenture PLC Corporate Summary
7.1.2 Accenture PLC Business Overview
7.1.3 Accenture PLC Image Content Moderation Solution Major Product Offerings
7.1.4 Accenture PLC Image Content Moderation Solution Revenue in Global Market (2017-2022)
7.1.5 Accenture PLC Key News
7.2 Microsoft Corporation
7.2.1 Microsoft Corporation Corporate Summary
7.2.2 Microsoft Corporation Business Overview
7.2.3 Microsoft Corporation Image Content Moderation Solution Major Product Offerings
7.2.4 Microsoft Corporation Image Content Moderation Solution Revenue in Global Market (2017-2022)
7.2.5 Microsoft Corporation Key News
7.3 Google, Inc.
7.3.1 Google, Inc. Corporate Summary
7.3.2 Google, Inc. Business Overview
7.3.3 Google, Inc. Image Content Moderation Solution Major Product Offerings
7.3.4 Google, Inc. Image Content Moderation Solution Revenue in Global Market (2017-2022)
7.3.5 Google, Inc. Key News
7.4 ALEGION
7.4.1 ALEGION Corporate Summary
7.4.2 ALEGION Business Overview
7.4.3 ALEGION Image Content Moderation Solution Major Product Offerings
7.4.4 ALEGION Image Content Moderation Solution Revenue in Global Market (2017-2022)
7.4.5 ALEGION Key News
7.5 Appen Limited
7.5.1 Appen Limited Corporate Summary
7.5.2 Appen Limited Business Overview
7.5.3 Appen Limited Image Content Moderation Solution Major Product Offerings
7.5.4 Appen Limited Image Content Moderation Solution Revenue in Global Market (2017-2022)
7.5.5 Appen Limited Key News
7.6 Besedo
7.6.1 Besedo Corporate Summary
7.6.2 Besedo Business Overview
7.6.3 Besedo Image Content Moderation Solution Major Product Offerings
7.6.4 Besedo Image Content Moderation Solution Revenue in Global Market (2017-2022)
7.6.5 Besedo Key News
7.7 Clarifai, Inc.
7.7.1 Clarifai, Inc. Corporate Summary
7.7.2 Clarifai, Inc. Business Overview
7.7.3 Clarifai, Inc. Image Content Moderation Solution Major Product Offerings
7.7.4 Clarifai, Inc. Image Content Moderation Solution Revenue in Global Market (2017-2022)
7.7.5 Clarifai, Inc. Key News
7.8 EBS
7.8.1 EBS Corporate Summary
7.8.2 EBS Business Overview
7.8.3 EBS Image Content Moderation Solution Major Product Offerings
7.8.4 EBS Image Content Moderation Solution Revenue in Global Market (2017-2022)
7.8.5 EBS Key News
7.9 Open Access
7.9.1 Open Access Corporate Summary
7.9.2 Open Access Business Overview
7.9.3 Open Access Image Content Moderation Solution Major Product Offerings
7.9.4 Open Access Image Content Moderation Solution Revenue in Global Market (2017-2022)
7.9.5 Open Access Key News
7.10 Cogito Tech LLC.
7.10.1 Cogito Tech LLC. Corporate Summary
7.10.2 Cogito Tech LLC. Business Overview
7.10.3 Cogito Tech LLC. Image Content Moderation Solution Major Product Offerings
7.10.4 Cogito Tech LLC. Image Content Moderation Solution Revenue in Global Market (2017-2022)
7.10.5 Cogito Tech LLC. Key News
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
Methodology/Research Approach
This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.Research Programs/Design
Historical Data (2015-2019) |
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Influencing Factors |
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Market Forecast (2021-2026) |
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Market Size Estimation
Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).
The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.
Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.
All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report
The following figure shows an illustrative representation of the overall market size estimation process used for this study.
Market Breakdown and Data Triangulation
After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.
Data Source
Secondary Sources
Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.
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Qualitative Analysis |
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Primary Sources
In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.
The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.
Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.
Key Executives Interviewed
Key Data Information from Primary Sources
Primary Sources | Parameters | Key Data |
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