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세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 보고서(2025년)

Artificial Intelligence (AI)-Enhanced Product Review Moderation Global Market Report 2025

발행일: | 리서치사: The Business Research Company | 페이지 정보: 영문 250 Pages | 배송안내 : 2-10일 (영업일 기준)

    
    
    




■ 보고서에 따라 최신 정보로 업데이트하여 보내드립니다. 배송일정은 문의해 주시기 바랍니다.

최근 인공지능(AI) 기반 제품 리뷰의 중재 시장 규모가 급격하게 확대되고 있습니다. 2024년 19억 1,000만 달러에서 2025년 23억 3,000만 달러에 달하고, CAGR 22.1%로 확대될 전망입니다. 이러한 역사적 기간의 성장은 전자상거래 플랫폼의 급속한 확장, 허위 리뷰 및 사기 행위 증가, 신뢰할 수 있는 신뢰할 수 있는 정보에 대한 소비자 수요 증가, 규제 압력 및 컴플라이언스 요구 사항 증가, 전 세계 인터넷 접근성 확대에 기인하는 것으로 보입니다.

인공지능(AI) 기반 제품 리뷰의 중재 시장 규모는 향후 몇 년 동안 비약적인 성장이 예상됩니다. 2029년에는 연평균 성장률(CAGR) 21.7%로 51억 달러로 성장할 것입니다. 예측 기간의 성장은 신뢰할 수 있는 진정한 온라인 리뷰에 대한 수요 증가, 사용자가 생성하는 제품 피드백의 양 증가, 브랜드 평판과 고객 신뢰 강화에 대한 중요성 증가에 기인하는 것으로 보입니다. 예측 기간의 주요 동향으로는 자연어 처리의 발전, 정교한 감정 분석 알고리즘의 개발, 다국어 중재 기능의 혁신, 실시간 컨텐츠 필터링과 AI의 통합, 진화하는 리뷰 패턴에 대응하기 위한 적응형 학습 모델의 발전 등을 꼽을 수 있습니다.

AI를 활용한 제품 리뷰의 중재에서는 인공지능 알고리즘을 활용하여 전자상거래 플랫폼이나 리뷰 웹사이트에서 사용자가 작성한 리뷰를 자동으로 분석, 필터링, 관리합니다. 주요 목적은 리뷰의 진실성과 관련성을 검증하고, 커뮤니티 표준을 준수하는지 확인하고, 스팸, 공격적인 컨텐츠, 가짜 피드백을 식별하는 것입니다. 이를 통해 고객의 신뢰, 플랫폼의 신뢰성, 전반적인 사용자 경험을 향상시킬 수 있습니다.

AI를 활용한 제품 리뷰의 주요 구성 요소에는 소프트웨어 및 서비스가 포함됩니다. 이 소프트웨어는 머신러닝과 자연어 처리를 사용하여 부적절하거나 부정한 리뷰를 감지하고 신뢰할 수 있는 피드백을 보장하는 AI 기반 플랫폼으로 구성되어 있습니다. 이러한 플랫폼은 On-Premise 또는 클라우드 솔루션으로 도입할 수 있으며, 중소기업부터 대기업까지 다양한 규모의 조직에 대응하고 있습니다. 용도는 전자상거래, 소매, 숙박업, 가전제품 등 다양하며, 온라인 마켓플레이스, 브랜드 웹사이트, 제3자 플랫폼 등의 최종 사용자에게 서비스를 제공합니다.

2025년 봄, 미국의 급속한 관세 인상과 그에 따른 무역 마찰은 정보기술 분야, 특히 하드웨어 제조, 데이터 인프라, 소프트웨어 배포에 큰 영향을 미치고 있습니다. 수입 반도체, 회로 기판, 네트워크 장비에 대한 관세 인상은 하이테크 기업, 클라우드 서비스 제공업체, 데이터센터의 생산 및 운영 비용을 증가시키고 있습니다. 노트북, 서버, 가전제품의 부품을 전 세계적으로 조달하는 기업들은 리드타임이 길어지고 가격 상승 압력에 직면해 있습니다. 이와 함께 특수 소프트웨어 도구에 대한 관세와 주요 국제 시장의 보복 조치로 인해 세계 IT 공급망은 혼란에 빠졌고, 미국에서 개발된 기술에 대한 해외 수요가 감소하고 있습니다. 이를 극복하기 위해 국내 칩 제조에 대한 투자를 가속화하고, 공급업체 기반을 다양화하며, AI 기반 자동화를 도입하여 운영의 탄력성과 비용 효율성을 높이고 있습니다.

인공지능(AI) 기반 제품 리뷰 중재 산업 세계 시장 규모, 지역별 시장 점유율, 인공지능(AI) 기반 제품 리뷰 중재 시장 점유율을 보유한 경쟁사, 상세한 인공지능(AI) 기반 제품 리뷰 중재 시장 세분화, 인공지능(AI) 기반 제품 리뷰 중재 시장 부문 The Business Research Company의 인공지능(AI) 기반 제품 리뷰 중재 시장 통계, 시장 동향과 비즈니스 기회, 인공지능(AI) 기반 제품 리뷰 중재 산업에서 성공하기 위해 필요한 데이터 등 인공지능(AI) 기반 제품 리뷰 중재 시장 통계를 제공하는 The Business Research Company의 새로운 보고서 시리즈입니다. 시리즈 중 하나입니다. 이 인공지능(AI) 기반 제품 리뷰 중재 시장 조사 보고서는 업계의 현재와 미래 시나리오를 자세히 분석하여 필요한 모든 것을 완벽한 관점으로 제공합니다.

온라인 쇼핑의 인기가 높아짐에 따라 AI를 활용한 제품 리뷰 중재 시장의 성장이 촉진되고 있습니다. 편리하고 정보에 입각한 구매에 대한 소비자의 선호도가 높아지면서 리뷰 분석을 간소화하는 도구에 대한 수요가 증가하고 있습니다. AI 강화 모더레이션은 고객 피드백을 자동으로 평가하고, 제품의 주요 특징을 강조하고, 감정적 인사이트를 제공함으로써 온라인 쇼핑을 개선합니다. 이를 통해 리뷰 평가에 필요한 노력을 줄이고 구매의 신뢰성을 높일 수 있습니다. 예를 들어, 2025년 2월 미국 인구조사국은 2024년 전자상거래 총 매출액이 1조 1,926억 달러로 2023년 대비 8.1% 증가했다고 발표했는데, 이는 온라인 쇼핑의 활성화와 신뢰할 수 있는 리뷰 중재에 대한 필요성을 반영합니다.

기업들은 AI를 활용하여 보다 직관적인 리뷰 경험을 창출하고 있습니다. AI가 생성한 요약 문단은 여러 고객 리뷰를 간결한 통찰력으로 압축하여 전반적인 감정과 자주 언급되는 제품 특징을 강조합니다. 예를 들어, 2023년 12월 Amazon.com은 상품 페이지에 AI가 생성한 리뷰 하이라이트 기능을 도입하여 쇼핑객이 수많은 개별 리뷰를 읽지 않고도 주요 장단점을 빠르게 파악할 수 있도록 했습니다.

2023년 5월, 모질라 코퍼레이션(Mozilla Corporation)은 미국 AI 기업 페이크스팟(Fakespot)을 인수했습니다. Mozilla는 Fakespot의 기술을 Firefox에 통합하여 사용자가 가짜 리뷰를 식별할 수 있도록 함으로써 보다 안전하고 신뢰할 수 있는 온라인 쇼핑 경험을 보장할 계획입니다.

인공지능(AI) 기반 제품 리뷰 중재 시장은 자동 리뷰 분석, 부정행위 감지, 감정 분석, 고객 피드백 관리, 컨텐츠 컴플라이언스 모니터링 등의 서비스를 제공하는 사업체가 얻는 수익으로 구성됩니다. 시장 가치에는 서비스 제공업체가 판매하거나 서비스 제공에 포함된 관련 상품의 가치도 포함됩니다. 또한, 인공지능(AI) 기반 제품 리뷰 중재 시장에는 감정 분석 엔진, 부정 리뷰 감지 시스템, 스팸 감지 도구, 욕설 및 부적절한 컨텐츠 필터, 컴플라이언스 정책 시행 도구의 매출도 포함됩니다. 이 시장의 가치는 '팩토리 게이트' 가치, 즉 상품의 생산자 또는 제작자가 다른 사업체(다운스트림 생산자, 도매업체, 유통업체, 소매업체 등) 또는 최종 고객에게 직접 판매한 상품의 가치입니다. 이 시장에서 상품의 가치에는 상품을 만든 사람이 판매하는 관련 서비스도 포함됩니다.

자주 묻는 질문

  • 인공지능(AI) 기반 제품 리뷰 중재 시장의 현재와 미래 규모는 어떻게 되나요?
  • AI를 활용한 제품 리뷰 중재의 주요 목적은 무엇인가요?
  • AI 기반 제품 리뷰 중재 시장의 주요 구성 요소는 무엇인가요?
  • AI 기반 제품 리뷰 중재 시장의 주요 동향은 무엇인가요?
  • AI 기반 제품 리뷰 중재 시장에서의 기업들은 어떤 전략을 사용하고 있나요?

목차

제1장 주요 요약

제2장 시장 특징

제3장 시장 동향과 전략

제4장 시장 : 금리, 인플레이션, 지정학, 무역 전쟁과 관세, 그리고 코로나 팬데믹과 회복이 시장에 미치는 영향을 포함한 거시경제 시나리오

제5장 세계의 성장 분석과 전략 분석 프레임워크

  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 : PESTEL 분석(정치, 사회, 기술, 환경, 법적 요인, 성장 촉진요인과 억제요인)
  • 최종 이용 산업 분석
  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 성장률 분석
  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 실적 : 규모와 성장, 2019-2024
  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 예측 : 규모와 성장, 2024-2029, 2034F
  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 : 전체 시장 규모(TAM)

제6장 시장 세분화

  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 컴포넌트별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 소프트웨어
  • 서비스
  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 전개 모드별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 클라우드
  • On-Premise
  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 기업 규모별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 중소기업
  • 대기업
  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 용도별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 전자상거래
  • 소매
  • 호스피탈리티
  • 가전
  • 기타 용도
  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 최종사용자별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 온라인 마켓플레이스
  • 브랜드 웹사이트
  • 써드파티 플랫폼
  • 기타 최종사용자
  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 소프트웨어(유형별), 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 감정 분석 툴
  • 자연언어처리 솔루션
  • 자동 리뷰 필터링 시스템
  • 평판 관리 플랫폼
  • 부정 리뷰 감지 솔루션
  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 서비스(유형별), 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 매니지드 서비스
  • 컨설팅 서비스
  • 통합 및 구현 서비스
  • 지원 및 유지관리 서비스

제7장 지역별/국가별 분석

  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 지역별, 분석과 예측, 2019-2024, 2024-2029F, 2034F
  • 세계의 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 국가별, 분석과 예측, 2019-2024, 2024-2029F, 2034F

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

  • 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 경쟁 구도
  • 인공지능(AI) 기반 제품 리뷰 모데레이션 시장 : 기업 개요
    • Amazon.com Inc. : 개요, 제품 및 서비스, 전략 및 재무 분석
    • Google LLC : 개요, 제품 및 서비스, 전략 및 재무 분석
    • Microsoft Corporation : 개요, 제품 및 서비스, 전략 및 재무 분석
    • Qualtrics International Inc. : 개요, 제품 및 서비스, 전략 및 재무 분석
    • Runtime Collective Limited : 개요, 제품 및 서비스, 전략 및 재무 분석

제31장 기타 주요 기업 및 혁신 기업

  • TaskUs Inc.
  • Sprinklr Inc.
  • Yext Inc.
  • Bazaarvoice Inc.
  • Trustpilot Group plc
  • Hive AI Inc.
  • Reputation.com Inc.
  • Persado Inc.
  • Persado Inc.
  • Futurism Technologies Inc.
  • Besedo AB
  • BrandBastion Oy
  • Clarifai Inc.
  • BrandBastion
  • Cogito Tech LLC

제32장 세계 시장 경쟁 벤치마킹과 대시보드

제33장 주요 인수합병(M&A)

제34장 최근 시장 동향

제35장 시장 잠재력이 높은 국가, 부문, 전략

  • 인공지능(AI) 기반 제품 리뷰 모데레이션 시장(2029년) : 새로운 기회를 제공하는 국가
  • 인공지능(AI) 기반 제품 리뷰 모데레이션 시장(2029년) : 새로운 기회를 제공하는 부문
  • 인공지능(AI) 기반 제품 리뷰 모데레이션 시장(2029년) : 성장 전략
    • 시장 동향에 근거한 전략
    • 경쟁 전략

제36장 부록

LSH 25.11.03

AI-enhanced product review moderation involves leveraging artificial intelligence algorithms to automatically analyze, filter, and manage user-generated reviews on e-commerce platforms or review websites. Its main goal is to verify the authenticity and relevance of reviews, ensure compliance with community standards, and identify spam, offensive content, or fake feedback. This enhances customer trust, platform credibility, and overall user experience.

The key components of AI-enhanced product review moderation include software and services. The software consists of AI-driven platforms that use machine learning and natural language processing to detect inappropriate or fraudulent reviews, ensuring reliable feedback. These platforms can be deployed on-premises or via cloud solutions and cater to organizations of varying sizes, from SMEs to large enterprises. Applications span e-commerce, retail, hospitality, consumer electronics, and more, serving end users such as online marketplaces, brand websites, and third-party platforms.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the information technology sector, particularly in hardware manufacturing, data infrastructure, and software deployment. Higher duties on imported semiconductors, circuit boards, and networking equipment have raised production and operational costs for tech firms, cloud service providers, and data centers. Companies relying on globally sourced components for laptops, servers, and consumer electronics are facing longer lead times and increased pricing pressures. In parallel, tariffs on specialized software tools and retaliatory measures from key international markets have disrupted global IT supply chains and reduced overseas demand for U.S.-developed technologies. To navigate these challenges, the sector is accelerating investments in domestic chip fabrication, diversifying supplier bases, and adopting AI-driven automation to enhance operational resilience and cost efficiency.

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

The artificial intelligence (AI)-enhanced product review moderation market size has grown exponentially in recent years. It will grow from $1.91 billion in 2024 to $2.33 billion in 2025 at a compound annual growth rate (CAGR) of 22.1%. The growth in the historic period can be attributed to the rapid expansion of e-commerce platforms, rising incidences of fake reviews and fraudulent activities, growing consumer demand for reliable and trustworthy information, increasing regulatory pressures and compliance requirements, and broader global internet accessibility.

The artificial intelligence (AI)-enhanced product review moderation market size is expected to see exponential growth in the next few years. It will grow to $5.10 billion in 2029 at a compound annual growth rate (CAGR) of 21.7%. The growth in the forecast period can be attributed to rising demand for reliable and authentic online reviews, increasing volumes of user-generated product feedback, and a growing emphasis on strengthening brand reputation and customer trust. Key trends in the forecast period include advancements in natural language processing, development of sophisticated sentiment analysis algorithms, innovation in multilingual moderation capabilities, integration of AI with real-time content filtering, and progress in adaptive learning models to address evolving review patterns.

The rising popularity of online shopping is fueling growth in the AI-enhanced product review moderation market. Increasing consumer preference for convenient, informed purchases drives the demand for tools that streamline review analysis. AI-enhanced moderation improves online shopping by automatically evaluating customer feedback, highlighting key product features, and providing sentiment insights. This reduces the effort required to assess reviews and increases purchase confidence. For instance, in February 2025, the United States Census Bureau reported that total e-commerce sales in 2024 reached $1,192.6 billion, an 8.1% increase from 2023, reflecting heightened online shopping activity and the need for reliable review moderation.

Companies are leveraging AI to create more intuitive review experiences. AI-generated summary paragraphs condense multiple customer reviews into concise insights, highlighting overall sentiment and frequently mentioned product features. For example, in December 2023, Amazon.com introduced an AI-generated review highlight feature on product pages, allowing shoppers to quickly understand key strengths and weaknesses without reading numerous individual reviews.

In May 2023, Mozilla Corporation acquired Fakespot, a US-based AI company specializing in review moderation. Mozilla plans to integrate Fakespot's technology into Firefox to help users identify fake reviews, ensuring safer, more trustworthy online shopping experiences.

Major players in the artificial intelligence (ai)-enhanced product review moderation market are Amazon.com Inc., Google LLC, Microsoft Corporation, Qualtrics International Inc., Runtime Collective Limited, TaskUs Inc., Sprinklr Inc., Yext Inc., Bazaarvoice Inc., Trustpilot Group plc, Hive AI Inc., Reputation.com Inc., Persado Inc., Persado Inc., Futurism Technologies Inc., Besedo AB, BrandBastion Oy, Clarifai Inc., BrandBastion, Cogito Tech LLC, Sightengine Inc.

North America was the largest region in the artificial intelligence (AI)-enhanced product review moderation market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in artificial intelligence (AI)-enhanced product review moderation report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the artificial intelligence (AI)-enhanced product review moderation market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The artificial intelligence (AI)-enhanced product review moderation market consists of revenues earned by entities by providing services such as automated review analysis, fraud detection, sentiment analysis, customer feedback management, and content compliance monitoring. The market value includes the value of related goods sold by the service provider or included within the service offering. The artificial intelligence (AI)-enhanced product review moderation market also includes sales of sentiment analysis engines, fraudulent review detection systems, spam detection tools, profanity and inappropriate content filters, and compliance and policy enforcement tools. 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.

Artificial Intelligence (AI)-Enhanced Product Review Moderation Global Market Report 2025 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 artificial intelligence (ai)-enhanced product review 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.

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Where is the largest and fastest growing market for artificial intelligence (ai)-enhanced product review moderation ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The artificial intelligence (ai)-enhanced product review 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 forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

  • 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.
  • 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 Component: Software; Services
  • 2) By Deployment Mode: Cloud; On-Premises
  • 3) By Enterprise Size: Small And Medium Enterprises; Large Enterprises
  • 4) By Application: Electronic-Commerce; Retail; Hospitality; Consumer Electronics; Other Applications
  • 5) By End-User: Online Marketplaces; Brand Websites; Third-Party Platforms; Other End-Users
  • Subsegments:
  • 1) By Software: Sentiment Analysis Tools; Natural Language Processing Solutions; Automated Review Filtering Systems; Reputation Management Platforms; Fraudulent Review Detection Solutions
  • 2) By Services: Managed Services; Consulting Services; Integration And Implementation Services; Support And Maintenance Services
  • Companies Mentioned: Amazon.com Inc.; Google LLC; Microsoft Corporation; Qualtrics International Inc.; Runtime Collective Limited; TaskUs Inc.; Sprinklr Inc.; Yext Inc.; Bazaarvoice Inc.; Trustpilot Group plc; Hive AI Inc.; Reputation.com Inc.; Persado Inc.; Persado Inc.; Futurism Technologies Inc.; Besedo AB; BrandBastion Oy; Clarifai Inc.; BrandBastion; Cogito Tech LLC; Sightengine Inc.
  • 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. Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Characteristics

3. Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Trends And Strategies

4. Artificial Intelligence (AI)-Enhanced Product Review Moderation Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

  • 4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Growth Analysis And Strategic Analysis Framework

  • 5.1. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 5.2. Analysis Of End Use Industries
  • 5.3. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Growth Rate Analysis
  • 5.4. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
  • 5.5. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
  • 5.6. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Total Addressable Market (TAM)

6. Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Segmentation

  • 6.1. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Software
  • Services
  • 6.2. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Cloud
  • On-Premises
  • 6.3. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Small And Medium Enterprises
  • Large Enterprises
  • 6.4. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Electronic-Commerce
  • Retail
  • Hospitality
  • Consumer Electronics
  • Other Applications
  • 6.5. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Online Marketplaces
  • Brand Websites
  • Third-Party Platforms
  • Other End-Users
  • 6.6. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Sentiment Analysis Tools
  • Natural Language Processing Solutions
  • Automated Review Filtering Systems
  • Reputation Management Platforms
  • Fraudulent Review Detection Solutions
  • 6.7. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Managed Services
  • Consulting Services
  • Integration And Implementation Services
  • Support And Maintenance Services

7. Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Regional And Country Analysis

  • 7.1. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 8.1. Asia-Pacific Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 9.1. China Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • 9.2. China Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 10.1. India Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 11.1. Japan Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • 11.2. Japan Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 12.1. Australia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 13.1. Indonesia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 14.1. South Korea Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • 14.2. South Korea Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 15.1. Western Europe Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • 15.2. Western Europe Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 16.1. UK Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 17.1. Germany Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 18.1. France Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 19.1. Italy Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 20.1. Spain Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 21.1. Eastern Europe Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • 21.2. Eastern Europe Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 22.1. Russia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 23.1. North America Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • 23.2. North America Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 24.1. USA Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • 24.2. USA Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 25.1. Canada Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • 25.2. Canada Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 26.1. South America Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • 26.2. South America Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 27.1. Brazil Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 28.1. Middle East Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • 28.2. Middle East Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

  • 29.1. Africa Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Overview
  • 29.2. Africa Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Artificial Intelligence (AI)-Enhanced Product Review Moderation Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Competitive Landscape And Company Profiles

  • 30.1. Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Competitive Landscape
  • 30.2. Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Company Profiles
    • 30.2.1. Amazon.com Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. Google LLC Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. Qualtrics International Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. Runtime Collective Limited Overview, Products and Services, Strategy and Financial Analysis

31. Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Other Major And Innovative Companies

  • 31.1. TaskUs Inc.
  • 31.2. Sprinklr Inc.
  • 31.3. Yext Inc.
  • 31.4. Bazaarvoice Inc.
  • 31.5. Trustpilot Group plc
  • 31.6. Hive AI Inc.
  • 31.7. Reputation.com Inc.
  • 31.8. Persado Inc.
  • 31.9. Persado Inc.
  • 31.10. Futurism Technologies Inc.
  • 31.11. Besedo AB
  • 31.12. BrandBastion Oy
  • 31.13. Clarifai Inc.
  • 31.14. BrandBastion
  • 31.15. Cogito Tech LLC

32. Global Artificial Intelligence (AI)-Enhanced Product Review Moderation Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

34. Recent Developments In The Artificial Intelligence (AI)-Enhanced Product Review Moderation Market

35. Artificial Intelligence (AI)-Enhanced Product Review Moderation Market High Potential Countries, Segments and Strategies

  • 35.1 Artificial Intelligence (AI)-Enhanced Product Review Moderation Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Artificial Intelligence (AI)-Enhanced Product Review Moderation Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Artificial Intelligence (AI)-Enhanced Product Review Moderation Market In 2029 - 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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