시장보고서
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1484716

세계의 자동 컨텐츠 모더레이션 시장 보고서(2024년)

Automated Content Moderation Global Market Report 2024

발행일: | 리서치사: The Business Research Company | 페이지 정보: 영문 175 Pages | 배송안내 : 2-10일 (영업일 기준)

    
    
    


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자동 컨텐츠 모더레이션 시장 규모는 향후 수년간 비약적인 성장이 전망됩니다. 2028년 연간 평균 성장률(CAGR)은 20.3%로, 21억 5,000만 달러로 성장할 전망입니다. 이 예측 기간의 성장 전망은 사용자 생성 컨텐츠의 급격한 증가, 인터넷에서 바람직하지 않은 컨텐츠의 확산, E-Commerce 분야의 지속적인 발전, 사용자 데이터 보호를 위한 프라이버시 보호 중재 기술에 대한 관심 증가, 불법/불법/부적절한 온라인 컨텐츠에 대한 선별 필요성 증가 등 다양한 요인에 기인한 것으로 분석됩니다. 컨텐츠 선별 필요성 증가 등 몇 가지 중요한 요인에 기인합니다. 이 기간 중 예상되는 주요 동향으로는 기술 혁신과 발전, AI와 머신러닝 알고리즘의 통합을 통한 중재 정확도 향상, 실시간 컨텐츠 중재 기능의 중요성, 다양한 컨텐츠 유형에 대한 중재 기능의 확장, 문맥을 고려한 중재를 위해 자연어 처리(NLP) 채택 등이 포함됩니다.

소셜미디어 플랫폼에 대한 수요가 급증하면서 자동 컨텐츠 모더레이션 시장이 확대될 것으로 예상됩니다. 이러한 플랫폼은 컨텐츠 제작, 사회적 상호작용, 정보 공유를 촉진하며, 기술 발전, 문화적 영향력, 모바일 접근성, 정보 소비 습관, 브랜드 마케팅 노력에 힘입어 채택이 증가하고 있습니다. 자동 컨텐츠 모더레이션 알고리즘은 혐오 발언, 폭력, 스팸 등 부적절하거나 유해한 컨텐츠를 신속하게 식별하고 삭제함으로써 안전하고 깨끗한 온라인 환경을 유지하는 데 매우 중요한 역할을 합니다. 아바카도 소셜(Avacado Social)의 보고서에 따르면 2021년에는 소셜미디어 사용자가 4억 2,400만 명에 달하고, 전년 대비 10% 증가할 것으로 예상되며, 이는 자동 컨텐츠 모더레이션 시장의 원동력이 되고 있습니다.

자동 컨텐츠 모더레이션 시장의 선두주자들은 스펙트럼 AI 모더레이션(Spectrum AI Moderation)과 같은 제품을 통해 혁신을 주도하고 있으며, AI와 머신러닝 알고리즘을 활용한 자동 컨텐츠 모더레이션 기술을 통해 사용자 생성 컨텐츠의 유해 및 독성 컨텐츠에 효과적으로 대응하고 있습니다. Spectrum Labs가 2023년 4월 발표한 Spectrum AI Moderation은 인공지능과 머신러닝 알고리즘을 활용하여 디지털 플랫폼 전반의 사용자 생성 컨텐츠를 모니터링, 분석 및 필터링하는 선구적인 솔루션입니다. 혐오 발언, 과격화, 스팸, 사기, 그루밍, 괴롭힘 등 유해한 컨텐츠를 생성할 수 있는 ChatGPT, Dall-E, Bard와 같은 생성형 AI 기술의 문제를 해결하고, 인간이 생성한 유해한 프롬프트를 자동으로 감지하고 재편집할 수 있게 합니다.

목차

제1장 주요 요약

제2장 시장의 특징

제3장 시장 동향과 전략

제4장 거시경제 시나리오

  • 고인플레이션이 시장에 미치는 영향
  • 우크라이나·러시아 전쟁이 시장에 미치는 영향
  • 시장에 대한 COVID-19의 영향

제5장 세계 시장 규모와 성장

  • 세계의 자동 컨텐츠 모더레이션 시장 : 촉진요인과 억제요인
    • 시장 촉진요인
    • 시장 억제요인
  • 세계의 자동 컨텐츠 모더레이션 시장의 실적 : 규모와 성장, 2018-2023
  • 세계의 자동 컨텐츠 모더레이션 시장 예측 : 규모와 성장, 2023-2028, 2033F

제6장 시장 세분화

  • 세계의 자동 컨텐츠 모더레이션 시장 : 유형별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 서비스
  • 소프트웨어와 플랫폼
  • 세계의 자동 컨텐츠 모더레이션 시장 : 소비 분야별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 사내 소비
  • 아웃소싱
  • 세계의 자동 컨텐츠 모더레이션 시장 : 업계별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 통신, 미디어, 서비스
  • E-Commerce
  • 정부
  • 기타 업종

제7장 지역별·국가별 분석

  • 세계의 자동 컨텐츠 모더레이션 시장 : 지역별, 실적과 예측, 2018-2023, 2023-2028F, 2033F
  • 세계의 자동 컨텐츠 모더레이션 시장 : 국가별, 실적과 예측, 2018-2023, 2023-2028F, 2033F

제8장 아시아태평양 시장

제9장 중국 시장

제10장 인도 시장

제11장 일본 시장

제12장 호주 시장

제13장 인도네시아 시장

제14장 한국 시장

제15장 서유럽 시장

제16장 영국 시장

제17장 독일 시장

제18장 프랑스 시장

제19장 이탈리아 시장

제20장 스페인 시장

제21장 동유럽 시장

제22장 러시아 시장

제23장 북미 시장

제24장 미국 시장

제25장 캐나다 시장

제26장 남미 시장

제27장 브라질 시장

제28장 중동 시장

제29장 아프리카 시장

제30장 경쟁 구도와 기업 개요

  • 자동 컨텐츠 모더레이션 시장 : 경쟁 구도
  • 자동 컨텐츠 모더레이션 시장 : 기업 개요
    • Besedo
    • Open Access BPO
    • Viafoura
    • TaskUs
    • Appen Limited

제31장 기타 대기업과 혁신적 기업

  • Microsoft Corporation
  • Magellan Solutions
  • Cogito
  • Accenture PLC
  • Clarifai
  • Webhelp
  • OneSpace
  • Two Hat
  • Genpact Ltd.
  • LiveWorld
  • Pactera
  • Cognizant
  • LionBridge AI
  • Alphabet Inc.
  • HCL Technologies Limited

제32장 경쟁 벤치마킹

제33장 경쟁 대시보드

제34장 주요 합병과 인수

제35장 전망과 잠재적 분석

제36장 부록

KSA 24.05.31

Automated content moderation (ACM) involves the automated review, analysis, and filtering of user-generated content on digital platforms, leveraging algorithms, machine learning techniques, and artificial intelligence. This approach enables digital platforms to effectively manage and uphold a safe, respectful, and interactive online atmosphere for their users, all while reducing reliance on manual intervention and human moderation endeavors.

The primary classifications of automated content moderation include service, software, and platform solutions. Services entail offerings provided by third-party firms or individuals to manage online content moderation. Expenditure in this domain encompasses in-house spending as well as outsourced services, catering to verticals such as communication, media, services, e-commerce, government, and other sectors.

The automated content moderation market research report is one of a series of new reports from The Business Research Company that provides automated content moderation market statistics, including the automated content moderation industry global market size, regional shares, competitors with automated content moderation market share, detailed automated content moderation market segments, market trends, and opportunities, and any further data you may need to thrive in the automated content moderation industry. This automated content moderation market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The automated content moderation market size has grown rapidly in recent years. It will grow from $0.86 billion in 2023 to $1.03 billion in 2024 at a compound annual growth rate (CAGR) of 19.9%. The expansion observed in the historical period can be attributed to several key factors, including the increase in internet accessibility, the growth of the e-commerce industry, the rising penetration of smart devices, and the escalating volume of user-generated content across online platforms.

The automated content moderation market size is expected to see exponential growth in the next few years. It will grow to $2.15 billion in 2028 at a compound annual growth rate (CAGR) of 20.3%. The projected growth in the forecast period can be attributed to several significant factors, including the exponential increase in user-generated content, the proliferation of objectionable content across the internet, the continued development of the e-commerce sector, a heightened focus on privacy-preserving moderation techniques to safeguard user data, and the growing necessity for screening out illegal, illicit, and inappropriate online content. Major trends anticipated for this period encompass technological innovation and advancement, the integration of AI and machine learning algorithms for enhanced moderation accuracy, a focus on real-time content moderation capabilities, the expansion of moderation functionalities to cover diverse content types, and the adoption of natural language processing (NLP) for context-aware moderation.

The burgeoning demand for social media platforms is set to drive the expansion of the automated content moderation market. These platforms, facilitating content creation, social interaction, and information sharing, witness increasing adoption fueled by technological advancements, cultural influence, mobile accessibility, information consumption habits, and brand marketing endeavors. Automated content moderation algorithms play a pivotal role in maintaining a safe and clean online environment by swiftly identifying and removing inappropriate or harmful content such as hate speech, violence, or spam. This fosters a more enjoyable and trustworthy user experience. Avacado Social's reports revealed a substantial increase of 424 million social media users in 2021, marking a 10% growth compared to the previous year, underscoring the driving force behind the automated content moderation market.

Prominent players in the automated content moderation market are spearheading innovation with products such as Spectrum AI Moderation, designed to combat harmful and toxic behavior in user-generated content effectively. Leveraging AI and machine learning algorithms, automated content moderation technology monitors, analyzes, and filters user-generated material across digital platforms. Spectrum AI Moderation, launched by Spectrum Labs in April 2023, is a pioneering solution tailored for generative AI content. It enables automated detection and redaction of toxic human-generated prompts, addressing challenges posed by generative AI technologies such as ChatGPT, Dall-E, Bard, and others, which can generate harmful content such as hate speech, radicalization, spam, scams, grooming, and harassment.

In October 2022, in a strategic move to bolster its content moderation capabilities, Spotify acquired Kinzen, though the financial details remain undisclosed. This acquisition aims to enhance content safety and control, particularly in managing podcasts and audio content amidst disinformation concerns, exemplified by instances involving Joe Rogan's podcast. Kinzen, an Ireland-based audio content moderation company, specializes in empowering citizens to engage with trustworthy publishers, aligning with Spotify's commitment to ensuring a safe and reliable platform for its users.

Major companies operating in the automated content moderation market are Besedo, Open Access BPO, Viafoura, TaskUs, Appen Limited, Microsoft Corporation, Magellan Solutions, Cogito, Accenture PLC, Clarifai, Webhelp, OneSpace, Two Hat, Genpact Ltd., LiveWorld, Pactera, Cognizant, LionBridge AI, Alphabet Inc., HCL Technologies Limited, Alibaba Group Holding Limited, Amazon Inc., Arvato, Viafoura Inc., Two Hat Security Ltd., Twitter Inc., OpenAI LP, International Business Machines Corporation, Zappi Limited, Smart Moderation Inc.

Europe was the largest region in the automated content moderation market in 2022. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the automated content moderation market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the automated content moderation market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The automated content moderation market consists of revenues earned by entities by providing services such as content filtering, real-time monitoring, improving user experience, compliance and risk mitigation, and scalable solutions. The market value includes the value of related goods sold by the service provider or included within the service offering. The automated content moderation market also includes sales of machine learning (ML) algorithms, natural language processing (NLP), keyword filtering, community reporting systems, and rule-based systems. Values in this market are 'factory gate' values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Automated Content Moderation Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on automated content moderation market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for automated content moderation ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The automated content moderation market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of COVID-19 on supply chains and consumption patterns.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Type: Service; Software And Platform
  • 2) By Spending Area: In-House Spending; Outsourced
  • 3)By Vertical: Communication, Media, And Services; E-Commerce; Government; Other Verticals
  • Companies Mentioned: Besedo; Open Access BPO; Viafoura; TaskUs; Appen Limited
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Automated Content Moderation Market Characteristics

3. Automated Content Moderation Market Trends And Strategies

4. Automated Content Moderation Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On The Market
  • 4.2. Ukraine-Russia War Impact On The Market
  • 4.3. COVID-19 Impact On The Market

5. Global Automated Content Moderation Market Size and Growth

  • 5.1. Global Automated Content Moderation Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Automated Content Moderation Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Automated Content Moderation Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Automated Content Moderation Market Segmentation

  • 6.1. Global Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Service
  • Software And Platform
  • 6.2. Global Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • In-House Spending
  • Outsourced
  • 6.3. Global Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Communication, Media, And Services
  • E-Commerce
  • Government
  • Other Verticals

7. Automated Content Moderation Market Regional And Country Analysis

  • 7.1. Global Automated Content Moderation Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Automated Content Moderation Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Automated Content Moderation Market

  • 8.1. Asia-Pacific Automated Content Moderation Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Automated Content Moderation Market

  • 9.1. China Automated Content Moderation Market Overview
  • 9.2. China Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Automated Content Moderation Market

  • 10.1. India Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Automated Content Moderation Market

  • 11.1. Japan Automated Content Moderation Market Overview
  • 11.2. Japan Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Automated Content Moderation Market

  • 12.1. Australia Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Automated Content Moderation Market

  • 13.1. Indonesia Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Automated Content Moderation Market

  • 14.1. South Korea Automated Content Moderation Market Overview
  • 14.2. South Korea Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Automated Content Moderation Market

  • 15.1. Western Europe Automated Content Moderation Market Overview
  • 15.2. Western Europe Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Automated Content Moderation Market

  • 16.1. UK Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Automated Content Moderation Market

  • 17.1. Germany Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Automated Content Moderation Market

  • 18.1. France Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Automated Content Moderation Market

  • 19.1. Italy Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Automated Content Moderation Market

  • 20.1. Spain Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Automated Content Moderation Market

  • 21.1. Eastern Europe Automated Content Moderation Market Overview
  • 21.2. Eastern Europe Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Automated Content Moderation Market

  • 22.1. Russia Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Automated Content Moderation Market

  • 23.1. North America Automated Content Moderation Market Overview
  • 23.2. North America Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Automated Content Moderation Market

  • 24.1. USA Automated Content Moderation Market Overview
  • 24.2. USA Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Automated Content Moderation Market

  • 25.1. Canada Automated Content Moderation Market Overview
  • 25.2. Canada Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Automated Content Moderation Market

  • 26.1. South America Automated Content Moderation Market Overview
  • 26.2. South America Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Automated Content Moderation Market

  • 27.1. Brazil Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Automated Content Moderation Market

  • 28.1. Middle East Automated Content Moderation Market Overview
  • 28.2. Middle East Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Automated Content Moderation Market

  • 29.1. Africa Automated Content Moderation Market Overview
  • 29.2. Africa Automated Content Moderation Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Automated Content Moderation Market, Segmentation By Spending Area, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Automated Content Moderation Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Automated Content Moderation Market Competitive Landscape And Company Profiles

  • 30.1. Automated Content Moderation Market Competitive Landscape
  • 30.2. Automated Content Moderation Market Company Profiles
    • 30.2.1. Besedo
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Open Access BPO
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Viafoura
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. TaskUs
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. Appen Limited
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Automated Content Moderation Market Other Major And Innovative Companies

  • 31.1. Microsoft Corporation
  • 31.2. Magellan Solutions
  • 31.3. Cogito
  • 31.4. Accenture PLC
  • 31.5. Clarifai
  • 31.6. Webhelp
  • 31.7. OneSpace
  • 31.8. Two Hat
  • 31.9. Genpact Ltd.
  • 31.10. LiveWorld
  • 31.11. Pactera
  • 31.12. Cognizant
  • 31.13. LionBridge AI
  • 31.14. Alphabet Inc.
  • 31.15. HCL Technologies Limited

32. Global Automated Content Moderation Market Competitive Benchmarking

33. Global Automated Content Moderation Market Competitive Dashboard

34. Key Mergers And Acquisitions In The Automated Content Moderation Market

35. Automated Content Moderation Market Future Outlook and Potential Analysis

  • 35.1 Automated Content Moderation Market In 2028 - Countries Offering Most New Opportunities
  • 35.2 Automated Content Moderation Market In 2028 - Segments Offering Most New Opportunities
  • 35.3 Automated Content Moderation Market In 2028 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer
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