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市场调查报告书
商品编码
1611296

建议引擎市场：按类型、技术、部署、最终用户、组织划分 - 2025-2030 年全球预测

Recommendation Engines Market by Types (Collaborative Filtering, Content-Based Filtering, Hybrid Recommendation), Technology (Context-Aware, Geospatial Aware), Deployment, End-User, Organizations - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 189 Pages | 商品交期: 最快1-2个工作天内

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预计2023年建议引擎市场规模为24.4亿美元，预计2024年将达28.1亿美元，复合年增长率为13.00%，2030年将达57.5亿美元。

建议引擎是一种演算法，旨在根据用户的偏好和行为资料向用户提案产品、服务和内容。个人化对于电子商务、娱乐和社交媒体等各个领域的企业至关重要。对建议引擎的需求源于它们透过个人化建议、提高参与度、转换率和最终客户忠诚度来改善用户体验的能力。建议引擎具有跨行业的应用，从根据过去的购买历史提案产品的网路零售业到客製化内容推荐的串流服务。它还包括提案个人化内容和服务的金融服务、新闻和媒体以及医疗保健等行业。

主要市场统计
基准年[2023] 24.4亿美元
预计年份 [2024] 28.1亿美元
预测年份 [2030] 57.5亿美元
复合年增长率（%） 13.00%

客户对个人化的日益关注、人工智慧和机器学习的进步以及数位平台的激增等因素推动了建议引擎市场的发展。公司越来越多地投资于这项技术，以在拥挤的市场中脱颖而出。最新的机会在于利用巨量资料分析来支援提供更好建议的演算法。公司应专注于将扩增实境（AR）和虚拟实境（VR）等新技术与建议引擎结合，以提供身临其境的体验。

然而，挑战包括资料隐私问题、演算法偏差以及对大量运算能力的需求。克服围绕资料使用的监管挑战并确保符合道德的人工智慧实践是影响市场成长的关键限制因素。为了克服这些问题，创新应专注于开发复杂的演算法，以确保资料安全和用户隐私并减少演算法偏差。

最佳业务成长领域包括投资自适应、情境感知的建议系统，该系统可即时预测使用者需求。市场的本质是动态的，受到不断的技术进步和不断变化的消费者期望的驱动。优先考虑以用户为中心的设计和透明度的公司可能会在这个不断变化的环境中取得成功。

市场动态：揭示快速发展的建议引擎市场的关键市场洞察

供给和需求的动态交互作用正在改变建议引擎市场。了解这些不断变化的市场动态可以帮助企业做出明智的投资决策、策略决策并抓住新的商机。全面了解这些趋势可以帮助企业降低政治、地理、技术、社会和经济领域的风险，并了解消费行为及其对製造成本的影响，并更清楚地了解对采购趋势的影响。

  • 市场驱动因素
    • 电子商务和线上零售活动活性化
    • 线上媒体串流平台的激增
    • 整个企业对资料主导解决方案的需求不断增长
  • 市场限制因素
    • 安装过程复杂
  • 市场机会
    • 巨量资料和个人化建议的出现
    • 人工智慧和机器学习等最尖端科技的进步
  • 市场挑战
    • 资料隐私和资料安全问题

波特五力：驾驭建议引擎市场的策略工具

波特的五力框架是了解建议引擎市场竞争格局的重要工具。波特的五力框架为评估公司的竞争地位和探索策略机会提供了清晰的方法。该框架可帮助公司评估市场动态并确定新业务的盈利。这些见解使公司能够利用自己的优势，解决弱点并避免潜在的挑战，从而确保更强大的市场地位。

PESTLE分析：了解建议引擎市场的外部影响

外部宏观环境因素在塑造建议引擎市场的绩效动态方面发挥着至关重要的作用。对政治、经济、社会、技术、法律和环境因素的分析提供了应对这些影响所需的资讯。透过调查 PESTLE 因素，公司可以更了解潜在的风险和机会。这种分析可以帮助公司预测法规、消费者偏好和经济趋势的变化，并为他们做出积极主动的决策做好准备。

市场占有率分析 了解建议引擎市场的竞争状况

建议引擎市场的详细市场占有率分析可以对供应商绩效进行全面评估。公司可以透过比较收益、客户群和成长率等关键指标来揭示其竞争地位。该分析揭示了市场集中、分散和整合的趋势，为供应商提供了製定策略决策所需的洞察力，使他们能够在日益激烈的竞争中占有一席之地。

FPNV定位矩阵建议引擎市场厂商绩效评估

FPNV定位矩阵是评估建议引擎市场供应商的重要工具。此矩阵允许业务组织根据商务策略和产品满意度评估供应商，从而做出与其目标相符的明智决策。这四个象限使您能够清晰、准确地划分供应商，并确定最能满足您的策略目标的合作伙伴和解决方案。

策略分析和建议绘製您在推荐引擎市场的成功之路

对于旨在加强其在全球市场的影响力的公司来说，建议引擎市场的策略分析至关重要。透过审查关键资源、能力和绩效指标，公司可以识别成长机会并努力改进。这种方法使您能够克服竞争环境中的挑战，利用新的商机并取得长期成功。

本报告对市场进行了全面分析，涵盖关键重点领域：

1. 市场渗透率：对当前市场环境的详细审查、主要企业的广泛资料、对其在市场中的影响力和整体影响力的评估。

2. 市场开拓：辨识新兴市场的成长机会，评估现有领域的扩张潜力，并提供未来成长的策略蓝图。

3. 市场多元化：分析近期产品发布、开拓地区、关键产业进展、塑造市场的策略投资。

4. 竞争评估与情报：全面分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监管核准、专利趋势、主要企业的技术进步等。

5. 产品开发与创新：重点在于有望推动未来市场成长的最尖端科技、研发活动和产品创新。

我们也回答重要问题，以帮助相关人员做出明智的决策：

1.目前的市场规模和未来的成长预测是多少？

2. 哪些产品、区隔市场和地区提供最佳投资机会？

3.塑造市场的主要技术趋势和监管影响是什么？

4.主要厂商的市场占有率和竞争地位如何？

5. 推动供应商市场进入和退出策略的收益来源和策略机会是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 电子商务和线上零售活动增加
      • 线上媒体串流平台的激增
      • 整个企业对资料驱动解决方案的需求不断增加
    • 抑制因素
      • 实施步骤复杂
    • 机会
      • 巨量资料和个人化推荐的出现
      • 人工智慧和机器学习等最尖端科技的进步
    • 任务
      • 对资料隐私和资料安全的担忧
  • 市场区隔分析
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境

第六章建议引擎市场：依类型

  • 协同过滤
  • 基于内容的过滤
  • 混合推荐

第七章建议引擎市场：依技术分类

  • 情境意识
  • 地理空间意识

第 8 章建议引擎市场：按部署

  • 在云端
  • 本地

第 9 章建议引擎市场：依最终用户划分

  • 应用
  • BFSI
  • 卫生保健
  • 资讯科技
  • 製造业
  • 媒体和娱乐
  • 个人化宣传活动和客户优惠
  • 主动资产管理
  • 产品规划
  • 零售
  • 策略性营运与规划
  • 运输

第10章按组织分類的建议引擎市场

  • 大公司
  • 小型企业

第十一章 美洲建议引擎市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十二章亚太地区建议引擎市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十三章 欧洲、中东、非洲建议引擎市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第14章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
  • 战略分析和建议

公司名单

  • Adobe Inc.
  • Amazon Web Services, Inc.
  • Automattic Inc.
  • Coveo Solutions Inc.
  • Criteo
  • Datrics, Inc.
  • Dynamic Yield Ltd.
  • Google LLC by Alphabet Inc.
  • Hewlett Packard Enterprise Development LP
  • Intel Corporation
  • International Business Machine Corporation
  • Macrometa Corporation
  • Mad Street Den Inc.
  • Memgraph Ltd.
  • Microsoft Corporation
  • Monetate, Inc.
  • Neo4j, Inc.
  • Netflix, Inc.
  • Nosto Solutions Oy
  • NVIDIA Corporation
  • Optimizely, Inc
  • Oracle Corporation
  • Recombee, sro
  • Salesforce, Inc.
  • SAP SE
Product Code: MRR-C002B1C997E7

The Recommendation Engines Market was valued at USD 2.44 billion in 2023, expected to reach USD 2.81 billion in 2024, and is projected to grow at a CAGR of 13.00%, to USD 5.75 billion by 2030.

Recommendation engines are algorithms designed to suggest products, services, or content to users, based on data about their preferences and behaviors. They are integral to the personalization efforts of businesses across various sectors such as e-commerce, entertainment, and social media. The necessity of recommendation engines stems from their ability to enhance user experience through personalized suggestions, thereby increasing engagement, conversion rates, and ultimately, customer loyalty. Their application ranges across industries from online retail, where they suggest products based on past purchases, to streaming services that tailor content recommendations. End-use scope is broad, including sectors like financial services, news and media, and healthcare for personalized content and services suggestions.

KEY MARKET STATISTICS
Base Year [2023] USD 2.44 billion
Estimated Year [2024] USD 2.81 billion
Forecast Year [2030] USD 5.75 billion
CAGR (%) 13.00%

The market for recommendation engines is bolstered by factors such as the growing emphasis on customer personalization, advancements in AI and machine learning, and the proliferation of digital platforms. Businesses are increasingly investing in this technology to differentiate themselves in a crowded marketplace. The latest opportunities lie in leveraging big data analytics and enhancing algorithms to offer more precise recommendations. Companies should focus on integrating recommendation engines with emerging technologies such as augmented reality (AR) and virtual reality (VR) to provide immersive experiences.

However, challenges include data privacy concerns, algorithmic biases, and the need for massive computational power. Navigating regulatory challenges surrounding data use and ensuring ethical AI practices are critical limitations affecting market growth. To overcome these, innovation should focus on developing sophisticated algorithms that ensure data security and user privacy, as well as reducing algorithmic biases.

The best business growth areas involve investing in adaptive and context-aware recommendation systems, which can predict user needs in real-time. The nature of the market is dynamic, driven by continuous technological advancements and shifting consumer expectations. Businesses that prioritize user-centric design and transparency in their recommendation engines are likely to thrive in this evolving landscape.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Recommendation Engines Market

The Recommendation Engines Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

  • Market Drivers
    • Rising e-commerce and online retail activities
    • Surge in online media streaming platforms
    • Increasing demand for data-driven solutions across businesses
  • Market Restraints
    • Complex implementation procedure
  • Market Opportunities
    • Emergence of big data and personalized recommendations
    • Advancements in cutting-edge technologies such as AI and ML
  • Market Challenges
    • Data privacy and data security concerns

Porter's Five Forces: A Strategic Tool for Navigating the Recommendation Engines Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Recommendation Engines Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Recommendation Engines Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Recommendation Engines Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Recommendation Engines Market

A detailed market share analysis in the Recommendation Engines Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Recommendation Engines Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Recommendation Engines Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Recommendation Engines Market

A strategic analysis of the Recommendation Engines Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Recommendation Engines Market, highlighting leading vendors and their innovative profiles. These include Adobe Inc., Amazon Web Services, Inc., Automattic Inc., Coveo Solutions Inc., Criteo, Datrics, Inc., Dynamic Yield Ltd., Google LLC by Alphabet Inc., Hewlett Packard Enterprise Development LP, Intel Corporation, International Business Machine Corporation, Macrometa Corporation, Mad Street Den Inc., Memgraph Ltd., Microsoft Corporation, Monetate, Inc., Neo4j, Inc., Netflix, Inc., Nosto Solutions Oy, NVIDIA Corporation, Optimizely, Inc, Oracle Corporation, Recombee, s.r.o., Salesforce, Inc., and SAP SE.

Market Segmentation & Coverage

This research report categorizes the Recommendation Engines Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Types, market is studied across Collaborative Filtering, Content-Based Filtering, and Hybrid Recommendation.
  • Based on Technology, market is studied across Context-Aware and Geospatial Aware.
  • Based on Deployment, market is studied across On-Cloud and On-Premise.
  • Based on End-User, market is studied across Application, BFSI, Healthcare, Information Technology, Manufacturing, Media & Entertainment, Personalized Campaigns & Customer Delivery, Proactive Asset Management, Product Planning, Retail, Strategy Operations & Planning, and Transportation.
  • Based on Organizations, market is studied across Large Enterprises and Small & Medium Enterprises.
  • Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Rising e-commerce and online retail activities
      • 5.1.1.2. Surge in online media streaming platforms
      • 5.1.1.3. Increasing demand for data-driven solutions across businesses
    • 5.1.2. Restraints
      • 5.1.2.1. Complex implementation procedure
    • 5.1.3. Opportunities
      • 5.1.3.1. Emergence of big data and personalized recommendations
      • 5.1.3.2. Advancements in cutting-edge technologies such as AI and ML
    • 5.1.4. Challenges
      • 5.1.4.1. Data privacy and data security concerns
  • 5.2. Market Segmentation Analysis
  • 5.3. Porter's Five Forces Analysis
    • 5.3.1. Threat of New Entrants
    • 5.3.2. Threat of Substitutes
    • 5.3.3. Bargaining Power of Customers
    • 5.3.4. Bargaining Power of Suppliers
    • 5.3.5. Industry Rivalry
  • 5.4. PESTLE Analysis
    • 5.4.1. Political
    • 5.4.2. Economic
    • 5.4.3. Social
    • 5.4.4. Technological
    • 5.4.5. Legal
    • 5.4.6. Environmental

6. Recommendation Engines Market, by Types

  • 6.1. Introduction
  • 6.2. Collaborative Filtering
  • 6.3. Content-Based Filtering
  • 6.4. Hybrid Recommendation

7. Recommendation Engines Market, by Technology

  • 7.1. Introduction
  • 7.2. Context-Aware
  • 7.3. Geospatial Aware

8. Recommendation Engines Market, by Deployment

  • 8.1. Introduction
  • 8.2. On-Cloud
  • 8.3. On-Premise

9. Recommendation Engines Market, by End-User

  • 9.1. Introduction
  • 9.2. Application
  • 9.3. BFSI
  • 9.4. Healthcare
  • 9.5. Information Technology
  • 9.6. Manufacturing
  • 9.7. Media & Entertainment
  • 9.8. Personalized Campaigns & Customer Delivery
  • 9.9. Proactive Asset Management
  • 9.10. Product Planning
  • 9.11. Retail
  • 9.12. Strategy Operations & Planning
  • 9.13. Transportation

10. Recommendation Engines Market, by Organizations

  • 10.1. Introduction
  • 10.2. Large Enterprises
  • 10.3. Small & Medium Enterprises

11. Americas Recommendation Engines Market

  • 11.1. Introduction
  • 11.2. Argentina
  • 11.3. Brazil
  • 11.4. Canada
  • 11.5. Mexico
  • 11.6. United States

12. Asia-Pacific Recommendation Engines Market

  • 12.1. Introduction
  • 12.2. Australia
  • 12.3. China
  • 12.4. India
  • 12.5. Indonesia
  • 12.6. Japan
  • 12.7. Malaysia
  • 12.8. Philippines
  • 12.9. Singapore
  • 12.10. South Korea
  • 12.11. Taiwan
  • 12.12. Thailand
  • 12.13. Vietnam

13. Europe, Middle East & Africa Recommendation Engines Market

  • 13.1. Introduction
  • 13.2. Denmark
  • 13.3. Egypt
  • 13.4. Finland
  • 13.5. France
  • 13.6. Germany
  • 13.7. Israel
  • 13.8. Italy
  • 13.9. Netherlands
  • 13.10. Nigeria
  • 13.11. Norway
  • 13.12. Poland
  • 13.13. Qatar
  • 13.14. Russia
  • 13.15. Saudi Arabia
  • 13.16. South Africa
  • 13.17. Spain
  • 13.18. Sweden
  • 13.19. Switzerland
  • 13.20. Turkey
  • 13.21. United Arab Emirates
  • 13.22. United Kingdom

14. Competitive Landscape

  • 14.1. Market Share Analysis, 2023
  • 14.2. FPNV Positioning Matrix, 2023
  • 14.3. Competitive Scenario Analysis
  • 14.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. Adobe Inc.
  • 2. Amazon Web Services, Inc.
  • 3. Automattic Inc.
  • 4. Coveo Solutions Inc.
  • 5. Criteo
  • 6. Datrics, Inc.
  • 7. Dynamic Yield Ltd.
  • 8. Google LLC by Alphabet Inc.
  • 9. Hewlett Packard Enterprise Development LP
  • 10. Intel Corporation
  • 11. International Business Machine Corporation
  • 12. Macrometa Corporation
  • 13. Mad Street Den Inc.
  • 14. Memgraph Ltd.
  • 15. Microsoft Corporation
  • 16. Monetate, Inc.
  • 17. Neo4j, Inc.
  • 18. Netflix, Inc.
  • 19. Nosto Solutions Oy
  • 20. NVIDIA Corporation
  • 21. Optimizely, Inc
  • 22. Oracle Corporation
  • 23. Recombee, s.r.o.
  • 24. Salesforce, Inc.
  • 25. SAP SE

LIST OF FIGURES

  • FIGURE 1. RECOMMENDATION ENGINES MARKET RESEARCH PROCESS
  • FIGURE 2. RECOMMENDATION ENGINES MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
  • FIGURE 13. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2023 VS 2030 (%)
  • FIGURE 15. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 17. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 19. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. ASIA-PACIFIC RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 21. ASIA-PACIFIC RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 22. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 23. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 24. RECOMMENDATION ENGINES MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 25. RECOMMENDATION ENGINES MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. RECOMMENDATION ENGINES MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. RECOMMENDATION ENGINES MARKET DYNAMICS
  • TABLE 7. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COLLABORATIVE FILTERING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY CONTENT-BASED FILTERING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY HYBRID RECOMMENDATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY CONTEXT-AWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY GEOSPATIAL AWARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY INFORMATION TECHNOLOGY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PERSONALIZED CAMPAIGNS & CUSTOMER DELIVERY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 25. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PROACTIVE ASSET MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 26. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PRODUCT PLANNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY STRATEGY OPERATIONS & PLANNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 29. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY TRANSPORTATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 31. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 32. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 33. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 34. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 35. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 36. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 37. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 38. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 39. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 40. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 41. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 42. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 43. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 44. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 45. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 46. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 47. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 48. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 49. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 50. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 51. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 52. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 53. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 54. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 55. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 56. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 57. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 58. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 59. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 60. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 61. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 62. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 63. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 64. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 65. ASIA-PACIFIC RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 66. ASIA-PACIFIC RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 67. ASIA-PACIFIC RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 68. ASIA-PACIFIC RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 69. ASIA-PACIFIC RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 70. ASIA-PACIFIC RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 71. AUSTRALIA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 72. AUSTRALIA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 73. AUSTRALIA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 74. AUSTRALIA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 75. AUSTRALIA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 76. CHINA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 77. CHINA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 78. CHINA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 79. CHINA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 80. CHINA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 81. INDIA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 82. INDIA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 83. INDIA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 84. INDIA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 85. INDIA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 86. INDONESIA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 87. INDONESIA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 88. INDONESIA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 89. INDONESIA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 90. INDONESIA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 91. JAPAN RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 92. JAPAN RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 93. JAPAN RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 94. JAPAN RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 95. JAPAN RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 96. MALAYSIA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 97. MALAYSIA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 98. MALAYSIA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 99. MALAYSIA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 100. MALAYSIA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 101. PHILIPPINES RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 102. PHILIPPINES RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 103. PHILIPPINES RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 104. PHILIPPINES RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 105. PHILIPPINES RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 106. SINGAPORE RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 107. SINGAPORE RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 108. SINGAPORE RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 109. SINGAPORE RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 110. SINGAPORE RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 111. SOUTH KOREA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 112. SOUTH KOREA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 113. SOUTH KOREA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 114. SOUTH KOREA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 115. SOUTH KOREA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 116. TAIWAN RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 117. TAIWAN RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 118. TAIWAN RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 119. TAIWAN RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 120. TAIWAN RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 121. THAILAND RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 122. THAILAND RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 123. THAILAND RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 124. THAILAND RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 125. THAILAND RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 126. VIETNAM RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 127. VIETNAM RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 128. VIETNAM RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 129. VIETNAM RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 130. VIETNAM RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 131. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 132. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 133. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 134. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 135. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 136. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 137. DENMARK RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 138. DENMARK RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 139. DENMARK RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 140. DENMARK RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 141. DENMARK RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 142. EGYPT RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 143. EGYPT RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 144. EGYPT RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 145. EGYPT RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 146. EGYPT RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 147. FINLAND RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 148. FINLAND RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 149. FINLAND RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 150. FINLAND RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 151. FINLAND RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 152. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 153. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 154. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 155. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 156. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 157. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 158. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 159. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 160. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 161. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 162. ISRAEL RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 163. ISRAEL RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 164. ISRAEL RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 165. ISRAEL RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 166. ISRAEL RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 167. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 168. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 169. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 170. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 171. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 172. NETHERLANDS RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 173. NETHERLANDS RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 174. NETHERLANDS RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 175. NETHERLANDS RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 176. NETHERLANDS RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 177. NIGERIA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 178. NIGERIA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 179. NIGERIA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 180. NIGERIA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 181. NIGERIA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 182. NORWAY RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 183. NORWAY RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 184. NORWAY RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 185. NORWAY RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 186. NORWAY RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 187. POLAND RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 188. POLAND RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 189. POLAND RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 190. POLAND RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 191. POLAND RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 192. QATAR RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 193. QATAR RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 194. QATAR RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 195. QATAR RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 196. QATAR RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 197. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 198. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 199. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 200. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 201. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 202. SAUDI ARABIA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 203. SAUDI ARABIA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 204. SAUDI ARABIA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 205. SAUDI ARABIA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 206. SAUDI ARABIA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 207. SOUTH AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 208. SOUTH AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 209. SOUTH AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 210. SOUTH AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 211. SOUTH AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 212. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 213. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 214. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 215. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 216. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 217. SWEDEN RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 218. SWEDEN RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 219. SWEDEN RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 220. SWEDEN RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 221. SWEDEN RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 222. SWITZERLAND RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 223. SWITZERLAND RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 224. SWITZERLAND RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 225. SWITZERLAND RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 226. SWITZERLAND RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 227. TURKEY RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 228. TURKEY RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 229. TURKEY RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 230. TURKEY RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 231. TURKEY RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 232. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 233. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 234. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 235. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 236. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 237. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY TYPES, 2018-2030 (USD MILLION)
  • TABLE 238. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 239. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
  • TABLE 240. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
  • TABLE 241. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATIONS, 2018-2030 (USD MILLION)
  • TABLE 242. RECOMMENDATION ENGINES MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 243. RECOMMENDATION ENGINES MARKET, FPNV POSITIONING MATRIX, 2023