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1528031

세계의 컨텐츠 추천 엔진 시장

Content Recommendation Engine
발행일: | 리서치사: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.) | 페이지 정보: 영문 194 Pages | 배송안내 : 1-2일 (영업일 기준)

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

컨텐츠 추천 엔진 시장은 2030년까지 964억 달러에 도달할 전망입니다.

2023년에 112억 달러로 추정된 컨텐츠 추천 엔진 시장은 2030년에는 964억 달러에 이를 전망이고 예측 기간 동안 복합 연간 성장률(CAGR)은 35.9%로 성장할 것으로 예측됩니다. 이 보고서에서 분석한 부문 중 하나인 컨텐츠 추천 엔진 솔루션은 복합 연간 성장률(CAGR) 34.7%로 성장을 지속하여 분석 기간이 끝날 때 573억 달러에 달할 것으로 예측됩니다. 컨텐츠 추천 엔진 서비스 분야의 성장률은 분석 기간 동안 복합 연간 성장률(CAGR) 37.8%로 추정됩니다.

미국 시장은 28억 달러, 중국은 복합 연간 성장률(CAGR) 43.8%로 성장할 것으로 예측됩니다.

미국 컨텐츠 추천 엔진 시장은 2023년 28억 달러로 추정됩니다. 세계 2위 경제대국인 중국은 예측 기간 동안 43.8%의 복합 연간 성장률(CAGR)로 성장하여 2030년에는 300억 달러 규모에 이를 것으로 예측되고 있습니다. 기타 주목할 만한 지역별 시장으로는 일본과 캐나다가 있으며, 분석 기간 중 복합 연간 성장률(CAGR)은 각각 27.8%와 31.5%로 예측되고 있습니다. 유럽에서는 독일이 복합 연간 성장률(CAGR) 29.7%로 성장할 것으로 예측됩니다.

세계 컨텐츠 추천 엔진 시장 - 주요 동향과 촉진요인 요약

다음의 워치 리스트는? 컨텐츠 추천 엔진에 숨겨진 매직 찾기

컨텐츠 추천 엔진은 정교한 소프트웨어 시스템으로 오늘날 다양한 플랫폼에서 디지털 컨텐츠를 소비하는 방법에 중요한 역할을 합니다. 사용자의 행동, 선호도 및 상호작용 데이터를 분석함으로써, 이들 엔진은 사용자가 가장 관심을 가질 것 같은 컨텐츠를 제안하여 사용자의 참여와 만족도를 높입니다. 스트리밍 서비스가 과거에 본 장르를 바탕으로 영화를 추천하고, 음악 플랫폼이 좋아하는 곡과 비슷한 곡을 제안하거나, 전자상거래 웹사이트가 과거에 구입한 상품과 유사한 상품을 강조 그리고 추천 엔진은 이제 사용자가 기대하는 개인화된 경험을 촉진합니다. 이러한 시스템은 협력 필터링, 컨텐츠 기반 필터링, 때로는 하이브리드 기술을 결합하여 정확하고 적절한 추천을 제공합니다. 기본 기술은 사용자 경험을 향상시키는 데 도움이 될 뿐만 아니라 컨텐츠 발견의 잠재력을 크게 향상시키고 플랫폼의 끈질기를 유지하며 해지를 줄여줍니다.

추천 엔진은 어떻게 비즈니스 전략을 강화하는가?

컨텐츠 추천 엔진이 비즈니스에 가져오는 전략적 의미는 큽니다. 개인화된 컨텐츠를 제공함으로써 기업은 사용자 참여도를 높이고 세션 시간을 연장하며 전환율과 수익을 높일 수 있습니다. 온라인 소매업체의 경우 추천 엔진은 구매자가 구매할 가능성이 높은 제품을 소개함으로써 구매 결정에 직접적인 영향을 미치고 평균 주문액을 늘리고 판매를 밀어올릴 수 있습니다. 미디어 회사는 관련성이 높은 동영상 컨텐츠를 지속적으로 제공함으로써 시청자를 자신의 플랫폼에 길게 유지하고 광고 수익 기회와 구독 업데이트를 높이기 위해 이러한 엔진을 사용합니다. 또한, 사용자의 취향과 행동에 대해 수집된 엄청난 데이터를 분석함으로써 기업은 시장 동향과 고객 요구에 대한 인사이트을 얻을 수 있으며, 타겟 계층에 더 잘 영향을 미치는 제품 개척 및 마케팅 전략을 이끌 수 있습니다. 수 있습니다.

오늘의 디지털 환경에 있어서, 레코멘데이션,엔진이 직면하는 과제란?

컨텐츠 추천 엔진은 그 효과에도 불구하고 계속 진화하는 오늘날의 디지털 환경에서 여러 과제에 직면 해 있습니다. 주요 과제 중 하나는 사용 가능한 데이터의 양이 급격히 증가하는 동안 추천의 정확성과 관련성을 유지하는 것입니다. 콜드 스타트 문제를 극복하는 것, 즉 교류 이력이 제한된 신규 사용자에게 적절한 제안을 제공하는 것은 특히 어렵습니다. 또한 개인 정보 보호 및 윤리적 데이터 사용을 보장하는 것은 사용자들 사이에서 점점 더 우려되고 있습니다. 또한 시스템이 사용자의 기존 신념과 관심을 따르는 컨텐츠만을 권장하고 다양한 컨텐츠를 터치할 수 있는 기회가 제한될 수 있는 필터 버블을 생성할 위험도 있습니다. 개인화와 다양성 및 데이터 윤리의 균형을 유지하려면 알고리즘과 접근 방식을 지속적으로 개선해야 하며 개발자와 마케팅 담당자에게 역동적이고 지속적인 과제가 되고 있습니다.

컨텐츠 추천 엔진 시장 성장의 원동력은?

컨텐츠 추천 엔진 시장의 성장은 디지털 컨텐츠의 양 증가, 사용자 참여 강화의 필요성, 인공지능 및 머신러닝 기술의 발전과 같은 여러 요인으로 인해 발생합니다. 디지털 미디어의 소비가 확대됨에 따라 사용자는 압도적인 선택에 직면하게 되고, 컨텐츠 플랫폼에 대한 개인화된 추천은 단순한 사치품이 아니며 필수적입니다. 고객 경험 향상이 요구되고 있는 가운데, 미디어, 전자상거래, 소셜 네트워킹 등 다양한 분야의 기업이 고도의 추천 시스템에 대한 투자를 진행하고 있습니다. AI의 기술적 진보는 보다 깊은 학습 능력과 보다 정교한 데이터 분석을 제공하여 추천 엔진의 정확성과 효율성을 향상시킵니다. 또한 모바일 애플리케이션에 추천 시스템을 통합하고 음성 부팅 시스템을 사용하는 증가는 새로운 성장 경로를 제공합니다. 또한 기업이 개인화된 추천이 수익과 고객 유지에 직접 영향을 미칩니다는 사실을 인식함에 따라 컨텐츠 추천 엔진 시장은 계속 확대되고 있으며 디지털 컨텐츠 생태계의 필수적인 역할 반영합니다.

조사 대상 기업 예(전 42건)

  • Amazon Web Services, Inc.
  • Certona Corp.
  • Curata, Inc.
  • Cxense ASA
  • Dynamic Yield, Inc.
  • IBM Corporation
  • Kibo Commerce
  • Newzmate, Inc.
  • Outbrain Inc.
  • Recombee
  • Revcontent UK Ltd.
  • Taboola
  • ThinkAnalytics Ltd.
  • Uberflip

목차

제1장 조사 방법

제2장 주요 요약

  • 시장 개요
  • 주요 기업
  • 시장 동향과 촉진요인
  • 시장 전망

제3장 시장 분석

  • 미국
  • 캐나다
  • 일본
  • 중국
  • 유럽
  • 프랑스
  • 독일
  • 이탈리아
  • 영국
  • 스페인
  • 러시아
  • 기타 유럽
  • 아시아태평양
  • 호주
  • 인도
  • 한국
  • 기타 아시아태평양
  • 라틴 아메리카
  • 아르헨티나
  • 브라질
  • 멕시코
  • 기타 라틴 아메리카
  • 중동
  • 이란
  • 이스라엘
  • 사우디아라비아
  • 아랍에미리트(UAE)
  • 기타 중동
  • 아프리카

제4장 경쟁

BJH

Global Content Recommendation Engine Market to Reach US$96.4 Billion by 2030

The global market for Content Recommendation Engine estimated at US$11.2 Billion in the year 2023, is expected to reach US$96.4 Billion by 2030, growing at a CAGR of 35.9% over the analysis period 2023-2030. Content Recommendation Engine Solutions, one of the segments analyzed in the report, is expected to record a 34.7% CAGR and reach US$57.3 Billion by the end of the analysis period. Growth in the Content Recommendation Engine Services segment is estimated at 37.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.8 Billion While China is Forecast to Grow at 43.8% CAGR

The Content Recommendation Engine market in the U.S. is estimated at US$2.8 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$30.0 Billion by the year 2030 trailing a CAGR of 43.8% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 27.8% and 31.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 29.7% CAGR.

Global Content Recommendation Engine Market - Key Trends and Drivers Summarized

What’s Next on Your Watchlist? Exploring the Magic Behind Content Recommendation Engines

Content recommendation engines are sophisticated software systems that play a crucial role in the way digital content is consumed across various platforms today. By analyzing user behavior, preferences, and interaction data, these engines suggest content that is most likely to be of interest to the user, thereby enhancing user engagement and satisfaction. Whether it's a streaming service recommending a movie based on previously watched genres, a music platform suggesting songs similar to your favorites, or an e-commerce website highlighting products similar to past purchases, recommendation engines drive personalized experiences that are now expected by users. These systems employ a mix of collaborative filtering, content-based filtering, and sometimes hybrid methods to deliver accurate and relevant recommendations. The underlying technology not only helps improve user experience but also significantly increases the potential for content discovery, keeping platforms sticky and reducing churn.

How Do Recommendation Engines Strengthen Business Strategies?

The strategic implications of content recommendation engines for businesses are profound. By delivering personalized content, companies see increased user engagement and prolonged session times, which in turn can lead to higher conversion rates and revenue. For online retailers, recommendation engines can directly influence purchasing decisions by showcasing products that are more likely to be bought by the shopper, thereby increasing the average order value and boosting sales. Media companies use these engines to keep viewers on their platforms longer by continuously feeding relevant video content, enhancing ad revenue opportunities and subscription renewals. Furthermore, by analyzing the vast amounts of data collected on user preferences and behaviors, companies can gain insights into market trends and customer needs, guiding product development and marketing strategies that resonate better with their target audience.

What Challenges Do Recommendation Engines Face in Today’s Digital Landscape?

Despite their effectiveness, content recommendation engines face several challenges in today’s ever-evolving digital landscape. One of the primary challenges is maintaining accuracy and relevance in recommendations as the amount of available data grows exponentially. Overcoming the 'cold start' problem—providing relevant suggestions to new users who have limited interaction history—is particularly difficult. Additionally, ensuring privacy and ethical use of data is increasingly becoming a concern among users. There is also the risk of creating filter bubbles, where the system only recommends content that aligns with the user's existing beliefs or interests, potentially limiting exposure to diverse content. Balancing personalization with diversity and data ethics requires continuous refinement of algorithms and approaches, making it a dynamic and ongoing challenge for developers and marketers alike.

What Drives the Growth in the Content Recommendation Engine Market?

The growth in the content recommendation engine market is driven by several factors, including the increasing volume of digital content, the need for enhanced user engagement, and advancements in AI and machine learning technologies. As digital media consumption grows, users are faced with overwhelming choices, making personalized recommendations not just a luxury but a necessity for content platforms. The demand for improved customer experiences has led companies across various sectors—media, e-commerce, and social networking, to name a few—to invest in advanced recommendation systems. Technological advancements in AI provide deeper learning capabilities and more sophisticated data analysis, improving the accuracy and efficiency of recommendation engines. Moreover, the integration of recommendation systems into mobile applications and the increasing use of voice-activated systems offer new avenues for growth. Additionally, as businesses recognize the direct impact of personalized recommendations on revenue and customer retention, the market for content recommendation engines continues to expand, reflecting their integral role in the digital content ecosystem.

Select Competitors (Total 42 Featured) -

  • Amazon Web Services, Inc.
  • Certona Corp.
  • Curata, Inc.
  • Cxense ASA
  • Dynamic Yield, Inc.
  • IBM Corporation
  • Kibo Commerce
  • Newzmate, Inc.
  • Outbrain Inc.
  • Recombee
  • Revcontent UK Ltd.
  • Taboola
  • ThinkAnalytics Ltd.
  • Uberflip

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Global Economic Update
    • Content Recommendation Engine - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Advancements in Machine Learning Drive Innovations in Content Recommendation Algorithms
    • Increasing User Demand for Personalized Content Experiences Spurs Growth in Recommendation Systems
    • Integration of Content Recommendations in E-commerce Boosts Conversion Rates
    • The Role of Big Data in Enhancing Accuracy of Recommendation Engines
    • Case Overview: How Recommendation Engines Are Transforming Online Media Consumption
    • Growing Trend of Voice-Activated Devices Enhances Opportunities for Audio Content Recommendations
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Content Recommendation Engine by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 2: World Historic Review for Content Recommendation Engine by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 3: World 16-Year Perspective for Content Recommendation Engine by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2014, 2024 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 5: World Historic Review for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 6: World 16-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 8: World Historic Review for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 9: World 16-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Media, Entertainment & Gaming by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 11: World Historic Review for Media, Entertainment & Gaming by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 12: World 16-Year Perspective for Media, Entertainment & Gaming by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Retail & Consumer Goods by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 14: World Historic Review for Retail & Consumer Goods by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 15: World 16-Year Perspective for Retail & Consumer Goods by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 17: World Historic Review for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 18: World 16-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030
    • TABLE 19: World Content Recommendation Engine Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for eCommerce by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 21: World Historic Review for eCommerce by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 22: World 16-Year Perspective for eCommerce by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2014, 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 23: USA Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 24: USA Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 25: USA 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 26: USA Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 27: USA Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 28: USA 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • CANADA
    • TABLE 29: Canada Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 30: Canada Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 31: Canada 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 32: Canada Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 33: Canada Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 34: Canada 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • JAPAN
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 35: Japan Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 36: Japan Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 37: Japan 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 38: Japan Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 39: Japan Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 40: Japan 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • CHINA
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 41: China Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 42: China Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 43: China 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 44: China Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 45: China Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 46: China 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • EUROPE
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 47: Europe Recent Past, Current & Future Analysis for Content Recommendation Engine by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 48: Europe Historic Review for Content Recommendation Engine by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 49: Europe 16-Year Perspective for Content Recommendation Engine by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2014, 2024 & 2030
    • TABLE 50: Europe Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Europe Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 52: Europe 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 53: Europe Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 54: Europe Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 55: Europe 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • FRANCE
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 56: France Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 57: France Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 58: France 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 59: France Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 60: France Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 61: France 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • GERMANY
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 62: Germany Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 63: Germany Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 64: Germany 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 65: Germany Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 66: Germany Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 67: Germany 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • ITALY
    • TABLE 68: Italy Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Italy Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 70: Italy 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 71: Italy Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 72: Italy Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 73: Italy 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • UNITED KINGDOM
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 74: UK Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 75: UK Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 76: UK 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 77: UK Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 78: UK Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 79: UK 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • SPAIN
    • TABLE 80: Spain Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 81: Spain Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 82: Spain 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 83: Spain Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 84: Spain Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 85: Spain 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • RUSSIA
    • TABLE 86: Russia Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 87: Russia Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 88: Russia 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 89: Russia Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 90: Russia Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 91: Russia 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • REST OF EUROPE
    • TABLE 92: Rest of Europe Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 93: Rest of Europe Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 94: Rest of Europe 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 95: Rest of Europe Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 96: Rest of Europe Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 97: Rest of Europe 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • ASIA-PACIFIC
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 98: Asia-Pacific Recent Past, Current & Future Analysis for Content Recommendation Engine by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 99: Asia-Pacific Historic Review for Content Recommendation Engine by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 100: Asia-Pacific 16-Year Perspective for Content Recommendation Engine by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2014, 2024 & 2030
    • TABLE 101: Asia-Pacific Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 102: Asia-Pacific Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 103: Asia-Pacific 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 104: Asia-Pacific Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 105: Asia-Pacific Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 106: Asia-Pacific 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • AUSTRALIA
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2024 (E)
    • TABLE 107: Australia Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 108: Australia Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 109: Australia 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 110: Australia Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 111: Australia Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 112: Australia 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • INDIA
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2024 (E)
    • TABLE 113: India Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 114: India Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 115: India 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 116: India Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 117: India Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 118: India 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • SOUTH KOREA
    • TABLE 119: South Korea Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 120: South Korea Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 121: South Korea 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 122: South Korea Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 123: South Korea Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 124: South Korea 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 125: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 126: Rest of Asia-Pacific Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 127: Rest of Asia-Pacific 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 128: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 129: Rest of Asia-Pacific Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 130: Rest of Asia-Pacific 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • LATIN AMERICA
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2024 (E)
    • TABLE 131: Latin America Recent Past, Current & Future Analysis for Content Recommendation Engine by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 132: Latin America Historic Review for Content Recommendation Engine by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 133: Latin America 16-Year Perspective for Content Recommendation Engine by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2014, 2024 & 2030
    • TABLE 134: Latin America Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 135: Latin America Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 136: Latin America 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 137: Latin America Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 138: Latin America Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 139: Latin America 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • ARGENTINA
    • TABLE 140: Argentina Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 141: Argentina Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 142: Argentina 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 143: Argentina Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 144: Argentina Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 145: Argentina 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • BRAZIL
    • TABLE 146: Brazil Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 147: Brazil Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 148: Brazil 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 149: Brazil Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 150: Brazil Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 151: Brazil 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • MEXICO
    • TABLE 152: Mexico Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 153: Mexico Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 154: Mexico 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 155: Mexico Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 156: Mexico Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 157: Mexico 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • REST OF LATIN AMERICA
    • TABLE 158: Rest of Latin America Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 159: Rest of Latin America Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 160: Rest of Latin America 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 161: Rest of Latin America Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 162: Rest of Latin America Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 163: Rest of Latin America 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • MIDDLE EAST
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2024 (E)
    • TABLE 164: Middle East Recent Past, Current & Future Analysis for Content Recommendation Engine by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 165: Middle East Historic Review for Content Recommendation Engine by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 166: Middle East 16-Year Perspective for Content Recommendation Engine by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2014, 2024 & 2030
    • TABLE 167: Middle East Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 168: Middle East Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 169: Middle East 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 170: Middle East Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 171: Middle East Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 172: Middle East 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • IRAN
    • TABLE 173: Iran Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 174: Iran Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 175: Iran 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 176: Iran Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 177: Iran Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 178: Iran 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • ISRAEL
    • TABLE 179: Israel Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 180: Israel Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 181: Israel 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 182: Israel Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 183: Israel Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 184: Israel 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • SAUDI ARABIA
    • TABLE 185: Saudi Arabia Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 186: Saudi Arabia Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 187: Saudi Arabia 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 188: Saudi Arabia Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 189: Saudi Arabia Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 190: Saudi Arabia 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 191: UAE Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 192: UAE Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 193: UAE 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 194: UAE Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 195: UAE Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 196: UAE 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • REST OF MIDDLE EAST
    • TABLE 197: Rest of Middle East Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 198: Rest of Middle East Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 199: Rest of Middle East 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 200: Rest of Middle East Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 201: Rest of Middle East Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 202: Rest of Middle East 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030
  • AFRICA
    • Content Recommendation Engine Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2024 (E)
    • TABLE 203: Africa Recent Past, Current & Future Analysis for Content Recommendation Engine by Component - Solutions and Services - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 204: Africa Historic Review for Content Recommendation Engine by Component - Solutions and Services Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 205: Africa 16-Year Perspective for Content Recommendation Engine by Component - Percentage Breakdown of Value Sales for Solutions and Services for the Years 2014, 2024 & 2030
    • TABLE 206: Africa Recent Past, Current & Future Analysis for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 207: Africa Historic Review for Content Recommendation Engine by Vertical - eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals Markets - Independent Analysis of Annual Sales in US$ Million for Years 2014 through 2022 and % CAGR
    • TABLE 208: Africa 16-Year Perspective for Content Recommendation Engine by Vertical - Percentage Breakdown of Value Sales for eCommerce, Media, Entertainment & Gaming, Retail & Consumer Goods and Other Verticals for the Years 2014, 2024 & 2030

IV. COMPETITION

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