查看购物车
  • Traditional Chinese
  • English
  • Japanese
封面
市场调查报告书
商品编码
1771561

基于人工智慧的个人化引擎市场规模、份额、趋势分析报告：按组件、应用、技术、部署、最终用途、地区、细分市场预测，2025 年至 2033 年

AI-Based Personalization Engines Market Size, Share & Trends Analysis Report By Component, By Application, By Technology, By Deployment, By End Use, By Region, And Segment Forecasts, 2025 - 2033
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10个工作天内

价格

基于人工智慧的个人化引擎市场摘要

预计 2024 年全球基于人工智慧的个人化引擎市场规模为 4,554 亿美元，到 2033 年将达到 7,177.9 亿美元，2025 年至 2033 年的复合年增长率为 5.3%。这一增长是由消费者数据的广泛可用性和机器学习演算法的进步推动的，这使得公司能够分析用户行为并提供客製化的体验。

电子商务、医疗保健和金融等行业正越来越多地采用这些引擎，透过个人化推荐和动态定价策略来提高客户参与和转换率。例如，Shein 使用人工智慧分析客户数据，例如浏览历史、购买行为和即时用户互动，打造个人化购物体验。这些由人工智慧主导的洞察使公司能够提供客製化的产品推荐、客製化的促销活动和动态定价，从而提升客户参与并提高转换率。随着企业优先考虑跨网站、行动应用程式和社群媒体的无缝客製化互动，数位平台和全通路零售的兴起进一步扩大了需求。

此外，将人工智慧个人化引擎与自然语言处理和电脑视觉等新技术相结合，将提高其更准确地预测和适应个人偏好的能力。企业也开始转向即时数据分析和自动化决策，以优化行销宣传活动和库存管理，并应对库存过剩和不相关内容传送等挑战。此外，竞争格局迫使企业透过改善客户忠诚度计画和超定向广告来实现产品差异化，从而对高阶个人化解决方案产生持续的需求。

此外，包括《一般资料保护规范》（GDPR）等资料隐私法在内的法律规范，正在透过强制透明且合乎道德地使用消费者资料来塑造市场。合规性要求鼓励开发安全且匿名的资料处理技术，同时保持个人化服务的有效性。同时，人工智慧在旅游、汽车和娱乐领域的广泛应用，为个人化体验引入了新的使用案例，确保了持续创新和扩充性。这些因素正在维持市场成长，并在技术进步与不断变化的消费者期望和监管要求之间取得平衡。

巨量资料可用性的提升和云端运算基础设施的进步，是人工智慧个人化引擎成长的主要推动力。企业利用来自不同接触点的大量客户资料来训练演算法，从而提供相关且及时的推荐。云端平台提供可扩展的运算能力和存储，无需大量的前期投资即可即时处理和部署个人化模型。此外，边缘运算的兴起使个人化引擎能够更贴近最终用户，从而减少延迟并提升用户体验。

目录

第一章调查方法与范围

第二章执行摘要

第 3 章基于 AI 的个人化引擎市场变数、趋势和范围

  • 市场介绍/电网展望
  • 市场规模和成长前景
  • 产业价值链分析
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 行业机会
    • 产业挑战
  • 基于人工智慧的个人化引擎市场的分析工具
    • 波特分析
    • PESTEL分析

第四章基于人工智慧的个人化引擎市场：按组件进行的估计和趋势分析

  • 细分仪表板
  • 基于人工智慧的个人化引擎市场：2024 年和 2033 年各组件的变化分析
  • 软体
  • 服务

第五章基于人工智慧的个人化引擎市场：按应用进行的估计和趋势分析

  • 细分仪表板
  • 基于人工智慧的个人化引擎市场：2024 年和 2033 年应用趋势分析
  • 网站个人化
  • 电子邮件个人化
  • 展示广告个人化
  • 社群媒体个人化
  • 其他的

第六章基于人工智慧的个人化引擎市场：按技术进行估计和趋势分析

  • 细分仪表板
  • 基于人工智慧的个人化引擎市场：2024 年和 2033 年技术趋势分析
  • 协同过滤
  • 基于内容的过滤
  • 混合推荐系统
  • 机器学习和深度学习
  • 自然语言处理（NLP）
  • 其他的

第七章基于人工智慧的个人化引擎市场：按部署进行的估计和趋势分析

  • 细分仪表板
  • 基于人工智慧的个人化引擎市场：2024 年和 2033 年按部署进行的变化分析
  • 本地
  • 云

第 8 章基于 AI 的个人化引擎市场：按最终用途进行的估算和趋势分析

  • 细分仪表板
  • 基于人工智慧的个人化引擎市场：2024 年和 2033 年按最终用途进行的变化分析
  • BFSI
  • 媒体与娱乐
  • 卫生保健
  • 资讯科技/通讯
  • 零售与电子商务
  • 车
  • 旅游与饭店
  • 教育
  • 其他的

第九章基于人工智慧的个人化引擎市场：按地区估计和趋势分析

  • 2024 年和 2033 年基于人工智慧的个人化引擎市场占有率（按地区）
  • 北美洲
    • 按组件划分，2021-2033 年
    • 按应用，2021-2033 年
    • 按技术划分，2021-2033 年
    • 按部署，2021-2033 年
    • 按应用，2021-2033 年
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 按组件划分，2021-2033 年
    • 按应用，2021-2033 年
    • 按技术划分，2021-2033 年
    • 按部署，2021-2033 年
    • 按应用，2021-2033 年
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 按组件划分，2021-2033 年
    • 按应用，2021-2033 年
    • 按技术划分，2021-2033 年
    • 按部署，2021-2033 年
    • 按应用，2021-2033 年
    • 中国
    • 日本
    • 印度
    • 澳洲
    • 韩国
  • 拉丁美洲
    • 按组件划分，2021-2033 年
    • 按应用，2021-2033 年
    • 按技术划分，2021-2033 年
    • 按部署，2021-2033 年
    • 按应用，2021-2033 年
    • 巴西
  • 中东和非洲
    • 按组件划分，2021-2033 年
    • 按应用，2021-2033 年
    • 按技术划分，2021-2033 年
    • 按部署，2021-2033 年
    • 按应用，2021-2033 年
    • 阿拉伯聯合大公国
    • 南非
    • 沙乌地阿拉伯

第十章 竞争格局

  • 主要市场参与企业的近期趋势和影响分析
  • 公司分类
  • 公司市场定位
  • 公司市场占有率分析
  • 公司热图分析
  • 战略地图
    • 扩张
    • 合併与收购
    • 伙伴关係和合作
    • 新组件启动
    • 研究与开发
  • 公司简介
    • SAP SE
    • Amazon Web Services, Inc.
    • Salesforce, Inc.
    • Google LLC
    • IBM Corporation
    • Zeta Global Corp.
    • Adobe
    • Microsoft
    • NVIDIA Corporation
    • Oracle
Product Code: GVR-4-68040-617-5

AI-Based Personalization Engines Market Summary

The global AI-based personalization engines market size was estimated at USD 455.40 billion in 2024 and is projected to reach USD 717.79 billion by 2033, growing at a CAGR of 5.3% from 2025 to 2033. This growth is driven by the widespread availability of consumer data and advancements in machine learning algorithms, which enable businesses to analyze user behavior and deliver tailored experiences.

ndustries such as e-commerce, healthcare, and finance increasingly adopt these engines to improve customer engagement and conversion rates through personalized recommendations and dynamic pricing strategies. For instance, Shein uses artificial intelligence to personalize the shopping experience by analyzing customer data such as browsing history, purchase behavior, and real-time user interactions. These AI-driven insights enable the company to deliver tailored product recommendations, customized promotions, and dynamic pricing, thereby enhancing customer engagement and increasing conversion rates. The rise of digital platforms and omnichannel retail further amplifies demand, as companies prioritize seamless, customized interactions across websites, mobile apps, and social media.

Moreover, integrating AI personalization engines with emerging technologies like natural language processing and computer vision enhances their ability to predict and adapt to individual preferences more accurately. Businesses also focus on real-time data analytics and automated decision-making to optimize marketing campaigns and inventory management, addressing challenges such as overstocking or irrelevant content delivery. In addition, the competitive landscape drives organizations to differentiate their offerings by refining customer loyalty programs and hyper-targeted advertising, creating sustained demand for advanced personalization solutions.

In addition, regulatory frameworks, including data privacy laws such as GDPR, shape the market by requiring transparent and ethical use of consumer data. Compliance mandates encourage the development of secure, anonymized data-handling practices while maintaining personalization effectiveness. Simultaneously, expanding AI applications in travel, automotive, and entertainment sectors introduce new use cases for personalized experiences, ensuring continuous innovation and scalability. These factors sustain market growth, balancing technological advancement with evolving consumer expectations and regulatory requirements.

The increasing availability of big data and advancements in cloud computing infrastructure significantly contribute to the growth of AI-based personalization engines. Organizations leverage vast customer data from diverse touchpoints to train algorithms that deliver highly relevant and timely recommendations. Cloud platforms provide scalable computing power and storage, enabling real-time processing and deployment of personalization models without heavy upfront investments. Additionally, the rise of edge computing allows personalization engines to operate closer to the end-user, reducing latency and enhancing user experience.

Global AI-Based Personalization Engines Market Report Segmentation

This report forecasts revenue growth at the global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2021 to 2033. For this study, Grand View Research has segmented the global AI-based personalization engines market report based on component, application, technology, deployment, end use, and region.

  • Component Outlook (Revenue, USD Million, 2021 - 2033)
  • Software
  • Services
  • Application Outlook (Revenue, USD Million, 2021 - 2033)
  • Website Personalization
  • Email Personalization
  • Display Ads Personalization
  • Social Media Personalization
  • Other
  • Technology Outlook (Revenue, USD Million, 2021 - 2033)
  • Collaborative Filtering
  • Content-Based Filtering
  • Hybrid Recommendation Systems
  • Machine Learning and Deep Learning
  • Natural Language Processing (NLP)
  • Others
  • Deployment Outlook (Revenue, USD Million, 2021 - 2033)
  • On-premises
  • Cloud
  • End Use Outlook (Revenue, USD Million, 2021 - 2033)
  • BFSI
  • Media & Entertainment
  • Healthcare
  • IT & Telecom
  • Retail & E-commerce
  • Automotive
  • Travel & Hospitality
  • Education
  • Others
  • Regional Outlook (Revenue, USD Million, 2021 - 2033)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
  • Latin America
    • Brazil
  • Middle East and Africa (MEA)
    • UAE
    • KSA
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. AI-Based Personalization Engines Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Size and Growth Prospects (USD Million)
  • 3.3. Industry Value Chain Analysis
  • 3.4. Market Dynamics
    • 3.4.1. Market Drivers Analysis
    • 3.4.2. Market Restraints Analysis
    • 3.4.3. Industry Opportunities
    • 3.4.4. Industry Challenges
  • 3.5. AI-Based Personalization Engines Market Analysis Tools
    • 3.5.1. Porter's Analysis
      • 3.5.1.1. Bargaining power of the suppliers
      • 3.5.1.2. Bargaining power of the buyers
      • 3.5.1.3. Threats of substitution
      • 3.5.1.4. Threats from new entrants
      • 3.5.1.5. Competitive rivalry
    • 3.5.2. PESTEL Analysis
      • 3.5.2.1. Political landscape
      • 3.5.2.2. Economic and Social landscape
      • 3.5.2.3. Technological landscape
      • 3.5.2.4. Environmental landscape
      • 3.5.2.5. Legal landscape

Chapter 4. AI-Based Personalization Engines Market: Component Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. AI-Based Personalization Engines Market: Component Movement Analysis, 2024 & 2033 (USD Million)
  • 4.3. Software
    • 4.3.1. Software Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 4.4. Services
    • 4.4.1. Services Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 5. AI-Based Personalization Engines Market: Application Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. AI-Based Personalization Engines Market: Application Movement Analysis, 2024 & 2033 (USD Million)
  • 5.3. Website Personalization
    • 5.3.1. Website Personalization Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.4. Email Personalization
    • 5.4.1. Email Personalization Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.5. Display Ads Personalization
    • 5.5.1. Display Ads Personalization Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.6. Social Media Personalization
    • 5.6.1. Social Media Personalization Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 5.7. Others
    • 5.7.1. Others Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 6. AI-Based Personalization Engines Market: Technology Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. AI-Based Personalization Engines Market: Technology Movement Analysis, 2024 & 2033 (USD Million)
  • 6.3. Collaborative Filtering
    • 6.3.1. Collaborative Filtering Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.4. Content-Based Filtering
    • 6.4.1. Content-Based Filtering Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.5. Hybrid Recommendation Systems
    • 6.5.1. Hybrid Recommendation Systems Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.6. Machine Learning and Deep Learning
    • 6.6.1. Machine Learning and Deep Learning Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.7. Natural Language Processing (NLP)
    • 6.7.1. Natural Language Processing (NLP) Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 6.8. Others
    • 6.8.1. Others Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 7. AI-Based Personalization Engines Market: Deployment Estimates & Trend Analysis

  • 7.1. Segment Dashboard
  • 7.2. AI-Based Personalization Engines Market: Deployment Movement Analysis, 2024 & 2033 (USD Million)
  • 7.3. On-premises
    • 7.3.1. On-premises Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 7.4. Cloud
    • 7.4.1. Cloud Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 8. AI-Based Personalization Engines Market: End Use Estimates & Trend Analysis

  • 8.1. Segment Dashboard
  • 8.2. AI-Based Personalization Engines Market: End Use Movement Analysis, 2024 & 2033 (USD Million)
  • 8.3. BFSI
    • 8.3.1. BFSI Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 8.4. Media & Entertainment
    • 8.4.1. Media & Entertainment Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 8.5. Healthcare
    • 8.5.1. Healthcare Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 8.6. IT & Telecom
    • 8.6.1. IT & Telecom Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 8.7. Retail & E-commerce
    • 8.7.1. Retail & E-commerce Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 8.8. Automotive
    • 8.8.1. Automotive Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 8.9. Travel & Hospitality
    • 8.9.1. Travel & Hospitality Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 8.10. Education
    • 8.10.1. Education Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)
  • 8.11. Others
    • 8.11.1. Others Market Revenue Estimates and Forecasts, 2021 - 2033 (USD Million)

Chapter 9. AI-Based Personalization Engines Market: Regional Estimates & Trend Analysis

  • 9.1. AI-Based Personalization Engines Market Share, by Region, 2024 & 2033 USD Million
  • 9.2. North America
    • 9.2.1. North America AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
    • 9.2.2. North America AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
    • 9.2.3. North America AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 9.2.4. North America AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
    • 9.2.5. North America AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
    • 9.2.6. North America AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.2.7. U.S.
      • 9.2.7.1. U.S. AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.2.7.2. U.S. AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.2.7.3. U.S. AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.2.7.4. U.S. AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.2.7.5. U.S. AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.2.7.6. U.S. AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.2.8. Canada
      • 9.2.8.1. Canada AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.2.8.2. Canada AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.2.8.3. Canada AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.2.8.4. Canada AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.2.8.5. Canada AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.2.8.6. Canada AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.2.9. Mexico
      • 9.2.9.1. Mexico AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.2.9.2. Mexico AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.2.9.3. Mexico AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.2.9.4. Mexico AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.2.9.5. Mexico AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.2.9.6. Mexico AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
  • 9.3. Europe
    • 9.3.1. Europe AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
    • 9.3.2. Europe AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
    • 9.3.3. Europe AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 9.3.4. Europe AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
    • 9.3.5. Europe AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
    • 9.3.6. Europe AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.3.7. UK
      • 9.3.7.1. UK AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.3.7.2. UK AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.3.7.3. UK AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.3.7.4. UK AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.3.7.5. UK AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.3.7.6. UK AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.3.8. Germany
      • 9.3.8.1. Germany AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.3.8.2. Germany AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.3.8.3. Germany AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.3.8.4. Germany AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.3.8.5. Germany AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.3.8.6. Germany AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.3.9. France
      • 9.3.9.1. France AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.3.9.2. France AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.3.9.3. France AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.3.9.4. France AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.3.9.5. France AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.3.9.6. France AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
  • 9.4. Asia Pacific
    • 9.4.1. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
    • 9.4.2. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
    • 9.4.3. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 9.4.4. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
    • 9.4.5. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
    • 9.4.6. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.4.7. China
      • 9.4.7.1. China AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.4.7.2. China AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.4.7.3. China AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.4.7.4. China AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.4.7.5. China AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.4.7.6. China AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.4.8. Japan
      • 9.4.8.1. Japan AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.4.8.2. Japan AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.4.8.3. Japan AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.4.8.4. Japan AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.4.8.5. Japan AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.4.8.6. Japan AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.4.9. India
      • 9.4.9.1. India AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.4.9.2. India AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.4.9.3. India AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.4.9.4. India AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.4.9.5. India AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.4.9.6. India AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.4.10. Australia
      • 9.4.10.1. Australia AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.4.10.2. Australia AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.4.10.3. Australia AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.4.10.4. Australia AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.4.10.5. Australia AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.4.10.6. Australia AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.4.11. South Korea
      • 9.4.11.1. South Korea AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.4.11.2. South Korea AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.4.11.3. South Korea AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.4.11.4. South Korea AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.4.11.5. South Korea AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.4.11.6. South Korea AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
  • 9.5. Latin America
    • 9.5.1. Latin America AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
    • 9.5.2. Latin America AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
    • 9.5.3. Latin America AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 9.5.4. Latin America AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
    • 9.5.5. Latin America AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
    • 9.5.6. Latin America AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.5.7. Brazil
      • 9.5.7.1. Brazil AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.5.7.2. Brazil AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.5.7.3. Brazil AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.5.7.4. Brazil AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.5.7.5. Brazil AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.5.7.6. Brazil AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
  • 9.6. Middle East and Africa
    • 9.6.1. Middle East and Africa AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
    • 9.6.2. Middle East and Africa AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
    • 9.6.3. Middle East and Africa AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
    • 9.6.4. Middle East and Africa AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
    • 9.6.5. Middle East and Africa AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
    • 9.6.6. Middle East and Africa AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.6.7. UAE
      • 9.6.7.1. UAE AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.6.7.2. UAE AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.6.7.3. UAE AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.6.7.4. UAE AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.6.7.5. UAE AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.6.7.6. UAE AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.6.8. South Africa
      • 9.6.8.1. South Africa AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.6.8.2. South Africa AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.6.8.3. South Africa AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.6.8.4. South Africa AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.6.8.5. South Africa AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.6.8.6. South Africa AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)
    • 9.6.9. KSA
      • 9.6.9.1. KSA AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
      • 9.6.9.2. KSA AI-Based Personalization Engines Market Estimates and Forecasts, by Component, 2021 - 2033 (USD Million)
      • 9.6.9.3. KSA AI-Based Personalization Engines Market Estimates and Forecasts, by Application, 2021 - 2033 (USD Million)
      • 9.6.9.4. KSA AI-Based Personalization Engines Market Estimates and Forecasts, by Technology, 2021 - 2033 (USD Million)
      • 9.6.9.5. KSA AI-Based Personalization Engines Market Estimates and Forecasts, by Deployment, 2021 - 2033 (USD Million)
      • 9.6.9.6. KSA AI-Based Personalization Engines Market Estimates and Forecasts, by End Use, 2021 - 2033 (USD Million)

Chapter 10. Competitive Landscape

  • 10.1. Recent Developments & Impact Analysis by Key Market Participants
  • 10.2. Company Categorization
  • 10.3. Company Market Positioning
  • 10.4. Company Market Share Analysis
  • 10.5. Company Heat Map Analysis
  • 10.6. Strategy Mapping
    • 10.6.1. Expansion
    • 10.6.2. Mergers & Acquisition
    • 10.6.3. Partnerships & Collaborations
    • 10.6.4. New Component Launches
    • 10.6.5. Research and Development
  • 10.7. Company Profiles
    • 10.7.1. SAP SE
      • 10.7.1.1. Participant's Overview
      • 10.7.1.2. Financial Performance
      • 10.7.1.3. Component Benchmarking
      • 10.7.1.4. Recent Developments
    • 10.7.2. Amazon Web Services, Inc.
      • 10.7.2.1. Participant's Overview
      • 10.7.2.2. Financial Performance
      • 10.7.2.3. Component Benchmarking
      • 10.7.2.4. Recent Developments
    • 10.7.3. Salesforce, Inc.
      • 10.7.3.1. Participant's Overview
      • 10.7.3.2. Financial Performance
      • 10.7.3.3. Component Benchmarking
      • 10.7.3.4. Recent Developments
    • 10.7.4. Google LLC
      • 10.7.4.1. Participant's Overview
      • 10.7.4.2. Financial Performance
      • 10.7.4.3. Component Benchmarking
      • 10.7.4.4. Recent Developments
    • 10.7.5. IBM Corporation
      • 10.7.5.1. Participant's Overview
      • 10.7.5.2. Financial Performance
      • 10.7.5.3. Component Benchmarking
      • 10.7.5.4. Recent Developments
    • 10.7.6. Zeta Global Corp.
      • 10.7.6.1. Participant's Overview
      • 10.7.6.2. Financial Performance
      • 10.7.6.3. Component Benchmarking
      • 10.7.6.4. Recent Developments
    • 10.7.7. Adobe
      • 10.7.7.1. Participant's Overview
      • 10.7.7.2. Financial Performance
      • 10.7.7.3. Component Benchmarking
      • 10.7.7.4. Recent Developments
    • 10.7.8. Microsoft
      • 10.7.8.1. Participant's Overview
      • 10.7.8.2. Financial Performance
      • 10.7.8.3. Component Benchmarking
      • 10.7.8.4. Recent Developments
    • 10.7.9. NVIDIA Corporation
      • 10.7.9.1. Participant's Overview
      • 10.7.9.2. Financial Performance
      • 10.7.9.3. Component Benchmarking
      • 10.7.9.4. Recent Developments
    • 10.7.10. Oracle
      • 10.7.10.1. Participant's Overview
      • 10.7.10.2. Financial Performance
      • 10.7.10.3. Component Benchmarking
      • 10.7.10.4. Recent Developments

List of Tables

  • Table 1. AI-Based Personalization Engines - Industry Snapshot & Key Buying Criteria, 2021 - 2033
  • Table 2. Global AI-Based Personalization Engines Market, 2021 - 2033 (USD Million)
  • Table 3. Global AI-Based Personalization Engines Market Estimates and Forecast by Component, 2021 - 2033 (USD Million)
  • Table 4. Global AI-Based Personalization Engines Market Estimates and Forecast by Application, 2021 - 2033 (USD Million)
  • Table 5. Global AI-Based Personalization Engines Market Estimates and Forecast by Technology, 2021 - 2033 (USD Million)
  • Table 6. Global AI-Based Personalization Engines Market Estimates and Forecast by Deployment, 2021 - 2033 (USD Million)
  • Table 7. Global AI-Based Personalization Engines Market Estimates and Forecast by End Use, 2021 - 2033 (USD Million)
  • Table 8. Global AI-Based Personalization Engines Market Estimates and Forecasts by Region, 2021 - 2033 (USD Million)
  • Table 9. AI-Based Personalization Engines Market Estimates and Forecast by Software, 2021 - 2033 (USD Million)
  • Table 10. AI-Based Personalization Engines Market Estimates and Forecast by Services, 2021 - 2033 (USD Million)
  • Table 11. AI-Based Personalization Engines Market Estimates and Forecast, by Website Personalization, 2021 - 2033 (USD Million)
  • Table 12. AI-Based Personalization Engines Market Estimates and Forecast by Email Personalization, 2021 - 2033 (USD Million)
  • Table 13. AI-Based Personalization Engines Market Estimates and Forecast by Social Media Personalization, 2021 - 2033 (USD Million)
  • Table 14. AI-Based Personalization Engines Market Estimates and Forecast by Display Ads Personalization, 2021 - 2033 (USD Million)
  • Table 15. AI-Based Personalization Engines Market Estimates and Forecast, by Others, 2021 - 2033 (USD Million)
  • Table 16. AI-Based Personalization Engines Market Estimates and Forecast, by Collaborative Filtering, 2021 - 2033 (USD Million)
  • Table 17. AI-Based Personalization Engines Market Estimates and Forecast by Content-Based Filtering, 2021 - 2033 (USD Million)
  • Table 18. AI-Based Personalization Engines Market Estimates and Forecast by Hybrid Recommendation Systems, 2021 - 2033 (USD Million)
  • Table 19. AI-Based Personalization Engines Market Estimates and Forecast by Machine Learning and Deep Learning, 2021 - 2033 (USD Million)
  • Table 20. AI-Based Personalization Engines Market Estimates and Forecast by Natural Language Processing (NLP), 2021 - 2033 (USD Million)
  • Table 21. AI-Based Personalization Engines Market Estimates and Forecast, by Others, 2021 - 2033 (USD Million)
  • Table 22. AI-Based Personalization Engines Market Estimates and Forecasts On Premise, 2021 - 2033 (USD Million)
  • Table 23. AI-Based Personalization Engines Market Estimates and Forecasts by Cloud, 2021 - 2033 (USD Million)
  • Table 24. AI-Based Personalization Engines Market Estimates and Forecast, by BFSI, 2021 - 2033 (USD Million)
  • Table 25. AI-Based Personalization Engines Market Estimates and Forecast, by Media & Entertainment, 2021 - 2033 (USD Million)
  • Table 26. AI-Based Personalization Engines Market Estimates and Forecast, by Healthcare, 2021 - 2033 (USD Million)
  • Table 27. AI-Based Personalization Engines Market Estimates and Forecast, by IT & Telecom, 2021 - 2033 (USD Million)
  • Table 28. AI-Based Personalization Engines Market Estimates and Forecast, by Retail & E-commerce, 2021 - 2033 (USD Million)
  • Table 29. AI-Based Personalization Engines Market Estimates and Forecast, by Automotive, 2021 - 2033 (USD Million)
  • Table 30. AI-Based Personalization Engines Market Estimates and Forecast, by Travel & Hospitality, 2021 - 2033 (USD Million)
  • Table 31. AI-Based Personalization Engines Market Estimates and Forecast, by Education, 2021 - 2033 (USD Million)
  • Table 32. AI-Based Personalization Engines Market Estimates and Forecast, by Others, 2021 - 2033 (USD Million)
  • Table 33. North America AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 34. North America AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 35. North America AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 36. North America AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 37. North America AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 38. North America AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 39. U.S. AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 40. U.S. AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 41. U.S. AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 42. U.S. AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 43. U.S. AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 44. U.S. AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 45. Canada AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 46. Canada AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 47. Canada AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 48. Canada AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 49. Canada AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 50. Canada AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 51. Mexico AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 52. Mexico AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 53. Mexico AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 54. Mexico AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 55. Mexico AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 56. Europe AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 57. Europe AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 58. Europe AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 59. Europe AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 60. Europe AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 61. Europe AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 62. UK AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 63. UK AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 64. UK AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 65. UK AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 66. UK AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 67. UK AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 68. Germany AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 69. Germany AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 70. Germany AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 71. Germany AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 72. Germany AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 73. Germany AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 74. France AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 75. France AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 76. France AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 77. France AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 78. France AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 79. France AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 80. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 81. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 82. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 83. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 84. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 85. Asia Pacific AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 86. China AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 87. China AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 88. China AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 89. China AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 90. China AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 91. China AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 92. Japan AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 93. Japan AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 94. Japan AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 95. Japan AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 96. Japan AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 97. Japan AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 98. India AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 99. India AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 100. India AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 101. India AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 102. India AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 103. India AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 104. Australia AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 105. Australia AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 106. Australia AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 107. Australia AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 108. Australia AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 109. Australia AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 110. South Korea AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 111. South Korea AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 112. South Korea AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 113. South Korea AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 114. South Korea AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 115. South Korea AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 116. Latin America AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 117. Latin America AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 118. Latin America AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 119. Latin America AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 120. Latin America AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 121. Latin America AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 122. Brazil AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 123. Brazil AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 124. Brazil AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 125. Brazil AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 126. Brazil AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 127. Brazil AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 128. Middle East & Africa AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 129. Middle East & Africa AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 130. Middle East & Africa AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 131. Middle East & Africa AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 132. Middle East & Africa AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 133. Middle East & Africa AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 134. UAE AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 135. UAE AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 136. UAE AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 137. UAE AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 138. UAE AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 139. UAE AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 140. South Africa AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 141. South Africa AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 142. South Africa AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 143. South Africa AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 144. South Africa AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 145. South Africa AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)
  • Table 146. KSA AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Table 147. KSA AI-Based Personalization Engines Market Estimates and Forecast, by Component, 2021 - 2033 (USD Million)
  • Table 148. KSA AI-Based Personalization Engines Market Estimates and Forecast, by Application, 2021 - 2033 (USD Million)
  • Table 149. KSA AI-Based Personalization Engines Market Estimates and Forecast, by Technology, 2021 - 2033 (USD Million)
  • Table 150. KSA AI-Based Personalization Engines Market Estimates and Forecast, by Deployment, 2021 - 2033 (USD Million)
  • Table 151. KSA AI-Based Personalization Engines Market Estimates and Forecast, by End Use, 2021 - 2033 (USD Million)

List of Figures

  • Fig. 1 AI-Based Personalization Engines Market Segmentation
  • Fig. 2 Technology landscape
  • Fig. 3 Information Procurement
  • Fig. 4 Data Analysis Componentls
  • Fig. 5 Market Formulation and Validation
  • Fig. 6 Data Validating & Publishing
  • Fig. 7 Market Snapshot
  • Fig. 8 Segment Snapshot (1/2)
  • Fig. 9 Segment Snapshot (2/2)
  • Fig. 10 Competitive Landscape Snapshot
  • Fig. 11 AI-Based Personalization Engines- Market Size and Growth Prospects (USD Million)
  • Fig. 12 AI-Based Personalization Engines Market: Industry Value Chain Analysis
  • Fig. 13 AI-Based Personalization Engines Market: Market Dynamics
  • Fig. 14 AI-Based Personalization Engines Market: PORTER's Analysis
  • Fig. 15 AI-Based Personalization Engines Market: PESTEL Analysis
  • Fig. 16 AI-Based Personalization Engines Market Share by Component, 2024 & 2033 (USD Million)
  • Fig. 17 AI-Based Personalization Engines Market, by Component: Market Share, 2024 & 2033
  • Fig. 18 Software Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 19 Services Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 20 AI-Based Personalization Engines Market Share by Application, 2024 & 2033 (USD Million)
  • Fig. 21 AI-Based Personalization Engines Market, by Application: Market Share, 2024 & 2033
  • Fig. 22 Website Personalization Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 23 Email Personalization Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 24 Display Ads Personalization Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 25 Social Media Personalization Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 26 Others Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 27 AI-Based Personalization Engines Market Share by Technology, 2024 & 2033 (USD Million)
  • Fig. 28 AI-Based Personalization Engines Market, by Technology: Market Share, 2024 & 2033
  • Fig. 29 Collaborative Filtering Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 30 Content-Based Filtering Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 31 Hybrid Recommendation Systems Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 32 Machine Learning and Deep Learning Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 33 Natural Language Processing (NLP) Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 34 Others Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 35 AI-Based Personalization Engines Market Share by Deployment, 2024 & 2033 (USD Million)
  • Fig. 36 AI-Based Personalization Engines Market, by Deployment: Market Share, 2024 & 2033
  • Fig. 37 On-premises Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 38 Cloud Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 39 AI-Based Personalization Engines Market Share by End Use, 2024 & 2033 (USD Million)
  • Fig. 40 AI-Based Personalization Engines Market, by End Use: Market Share, 2024 & 2033
  • Fig. 41 BFSI Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 42 Media & Entertainment Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 43 Healthcare Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 44 IT & Telecom Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 45 Retail & E-commerce Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 46 Automotive Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 47 Travel & Hospitality Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 48 Education Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 49 Others Market Estimates & Forecasts, 2021 - 2033 (Revenue, USD Million)
  • Fig. 50 AI-Based Personalization Engines Market Revenue, by Region, 2024 & 2033, (USD Million)
  • Fig. 51 Regional Marketplace: Key Takeaways
  • Fig. 52 Regional Marketplace: Key Takeaways
  • Fig. 53 North America AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 54 US AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 55 Canada AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 56 Mexico AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 57 Europe AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 58 UK AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 59 Germany AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 60 France AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 61 Asia Pacific AI-Based Personalization Engines Market Estimates and Forecast, 2021 - 2033 (USD Million)
  • Fig. 62 China AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 63 Japan AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 64 India AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 65 Australia AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 66 South Korea AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 67 Latin America AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 68 Brazil AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033, (USD Million)
  • Fig. 69 MEA AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 70 UAE AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 71 South Africa AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 72 KSA AI-Based Personalization Engines Market Estimates and Forecasts, 2021 - 2033 (USD Million)
  • Fig. 73 Key Company Categorization
  • Fig. 74 Company Market Positioning
  • Fig. 75 Key Company Market Share Analysis, 2024
  • Fig. 76 Strategic Framework