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市场调查报告书
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基于人工智慧的个人化市场：按技术、应用、产业划分 - 全球预测 2025-2030

Artificial Intelligence based Personalization Market by Technology, Application, Industry Vertical - Global Forecast 2025-2030
出版日期: | 出版商: 360iResearch | 英文 194 Pages | 商品交期: 最快1-2个工作天内

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2023年基于人工智慧的个人化市场规模为38.4亿美元，预计2024年将达到45.4亿美元，复合年增长率为18.62%，2030年将达到127.1亿美元，预计将达到1000万美元。

基于人工智慧 (AI) 的个人化利用机器学习演算法和资料分析来根据个人用户偏好和行为自订内容、产品和服务。这种个人化方法对于改善客户体验、提高参与度和提高转换率是必要的，因此在零售、医疗保健、金融和娱乐等行业中至关重要。应用范围从电子商务平台中的个人化建议，到数位行销中的定向广告，再到教育中的个人化学习路径。最终用途范围主要包括专注于直接消费者互动和服务提供的行业，例如金融服务、餐旅服务业和媒体。

主要市场统计
基准年[2023] 38.4亿美元
预计年份 [2024] 45.4亿美元
预测年份 [2030] 127.1亿美元
复合年增长率（%） 18.62%

市场洞察表明，对改善客户体验不断增长的需求和加速跨行业数位转型提供了巨大的成长机会。关键的成长要素包括人工智慧技术的进步、巨量资料的普及以及消费者对个人化互动的期望。潜在的机会来自人工智慧个人化采用仍处于起步阶段的行业，例如中小企业，以及面临客户维繫竞争加剧的行业。为了抓住这些机会，公司应该投资强大的资料收集和分析能力，并确保道德的资料处理，以建立消费者的信任。

然而，资料隐私问题、对大量高品质资料的需求以及实施人工智慧解决方案的技术复杂性等挑战可能会抑制市场成长。此外，与资料保护相关的监管压力（例如 GDPR）也构成了额外的障碍。创新和研究的时机已经成熟，可以开发更有效率、需要更少资料的演算法，增强隐私保护技术，探索人工智慧在开拓领域的新应用。市场是动态的，其特点是技术快速进步和消费者期望不断变化，要求企业保持敏捷并采用持续学习的方法来实现永续成长。与高科技公司合作和投资人工智慧人才是获得竞争优势的策略步骤。

市场动态：揭示快速发展的基于人工智慧的个人化市场的关键市场洞察

基于人工智慧的个人化市场正因供需的动态交互作用而转变。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，同时也能帮助企业了解消费行为及其对製造业的影响。

  • 市场驱动因素
    • 跨产业转向资料主导的行销策略
    • 对改善电子商务和线上平台客户体验的需求不断增长
    • 增加资料量并加强资料安全解决方案
  • 市场限制因素
    • 与基于人工智慧的个人化相关的资料隐私和安全问题
  • 市场机会
    • 机器学习演算法和自然语言处理的进展
    • 银行金融业需求快速成长
  • 市场挑战
    • 基于人工智慧的个人化整合高成本

波特的五力：驾驭基于人工智慧的个人化市场的策略工具

波特的五力框架是了解基于人工智慧的个人化市场竞争格局的关键工具。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：了解基于人工智慧的个人化市场的外部影响

外部宏观环境因素在塑造基于人工智慧的个人化市场的绩效动态方面发挥关键作用。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 了解以人工智慧为基础的个人化市场的竞争格局

基于人工智慧的个人化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定位矩阵基于人工智慧的个人化市场供应商绩效评估

FPNV 定位矩阵是评估基于人工智慧的个人化市场供应商的关键工具。此矩阵允许业务组织根据供应商的商务策略和产品满意度评估供应商，从而做出符合其目标的明智决策。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。

策略分析和建议描绘了基于人工智慧的个人化市场的成功之路

基于人工智慧的个人化市场的策略分析对于旨在加强其在全球市场的影响力的公司至关重要。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：彻底分析竞争格局，检验市场占有率、业务策略、产品系列、认证、监理核准、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
      • 跨产业转向资料主导的行销策略
      • 对改善电子商务和线上平台客户体验的需求不断增加
      • 增加资料量并加强资料安全解决方案
    • 抑制因素
      • 与基于人工智慧的个人化相关的资料隐私和安全问题
    • 机会
      • 机器学习演算法和自然语言处理的进展
      • 银行金融业需求快速成长
    • 任务
      • 整合基于人工智慧的个人化服务高成本
  • 市场区隔分析
    • 技术：将先进技术与人工智慧驱动的个人化相结合，提供高度个人化的使用者体验
    • 应用：在企业中快速利用个人化人工智慧来优化流程并提高客户满意度
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 经济
    • 社群
    • 技术的
    • 合法地
    • 环境

第六章基于人工智慧的个人化市场：依技术分类

  • 协同过滤
  • 上下文强盗演算法
  • 深度学习
  • 机器学习演算法
  • 自然语言处理
  • 神经网路
  • 预测分析
  • 强化学习

第七章基于人工智慧的个人化市场：按应用分类

  • 广告定位和重新导向
  • 内容客製化
  • 电子邮件行销个人化
  • 个人化客户服务
  • 个性化搜寻结果
  • 社群媒体个人化
  • 网站和应用程式个人化

第八章基于人工智慧的个人化市场：按行业分类

  • 车
  • 电子商务与零售
  • 金融服务
  • 卫生保健
  • 媒体和娱乐
  • 通讯
  • 旅游/酒店业

第九章美洲基于人工智慧的个人化市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第十章亚太地区基于人工智慧的个人化市场

  • 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

第十一章：欧洲、中东和非洲基于人工智慧的个人化市场

  • 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

第十二章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争情境分析
    • Stellantis 收购云端人工智慧技术和 IP，以支援个人化行动体验
    • Zoovu 推出生成式人工智慧解决方案以提供个人化购买体验
    • Intent HQ 与 Anagog 合併，推动个人相关的生成人工智慧
  • 战略分析和建议

公司名单

  • Abmatic AI
  • Accenture PLC
  • Adobe Inc.
  • AIContentfy
  • Amazon Web Services Inc.
  • Apple, Inc.
  • Braze, Inc.
  • Check Point Software Technologies,
  • Cisco Systems Inc.
  • Gen Digital Inc.
  • Google LLC by Alphabet Inc.
  • Hewlett Packard Enterprise Development LP
  • Intel Corporation
  • International Business Machines Corporation
  • Kyndryl Inc.
  • Microsoft Corporation
  • NEC Corporation
  • NVIDIA Corporation
  • Optimizely
  • Oracle Corporation
  • Salesforce, Inc
  • SAP SE
  • Simplify360 Inc.
Product Code: MRR-351BAD503A0C

The Artificial Intelligence based Personalization Market was valued at USD 3.84 billion in 2023, expected to reach USD 4.54 billion in 2024, and is projected to grow at a CAGR of 18.62%, to USD 12.71 billion by 2030.

Artificial Intelligence (AI) based personalization leverages machine learning algorithms and data analytics to tailor content, products, and services to individual user preferences and behaviors. This personalized approach is necessary for enhancing customer experience, increasing engagement, and driving conversion rates, making it vital across industries such as retail, healthcare, finance, and entertainment. The application scope extends from personalized recommendations in e-commerce platforms to targeted advertising in digital marketing and personalized learning paths in education. The end-use scope primarily includes industries focused on direct consumer engagement and service delivery, including financial services, hospitality, and media.

KEY MARKET STATISTICS
Base Year [2023] USD 3.84 billion
Estimated Year [2024] USD 4.54 billion
Forecast Year [2030] USD 12.71 billion
CAGR (%) 18.62%

Market insights reveal significant growth opportunities driven by the increasing demand for enhanced customer experiences and the accelerating digital transformation across sectors. Key growth factors include advancements in AI technology, the proliferation of big data, and consumer expectations for personalized interactions. Potential opportunities are arising from sectors still in the early stages of adopting AI personalization, such as small and medium-sized businesses, and industries facing rising competition in customer retention. To capture these opportunities, businesses should invest in robust data collection and analysis capabilities, and ensure ethical data handling practices to build consumer trust.

However, challenges such as data privacy concerns, the necessity for vast amounts of high-quality data, and the technical complexity of implementing AI solutions may restrain market growth. Moreover, regulatory pressures related to data protection, like GDPR, present additional hurdles. Innovation and research are ripe in developing more efficient algorithms that require less data, enhancing privacy-preserving technologies, and exploring new AI applications in untapped sectors. The market is dynamic, characterized by rapid technological advancements and evolving consumer expectations, necessitating businesses to stay agile and adopt a continuous learning approach for sustained growth. Collaborating with tech firms and investing in AI talent are strategic steps for gaining a competitive edge.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Artificial Intelligence based Personalization Market

The Artificial Intelligence based Personalization 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
    • The shift towards data-driven marketing strategies among industries
    • Increasing demand for enhanced customer experiences in e-commerce and online platform
    • Increase data volume and for enhanced data security solutions
  • Market Restraints
    • Data privacy and security concerns associated with AI-based personalization
  • Market Opportunities
    • Advancements in machine learning algorithms and natural language processing
    • Burgeoning demand from the banking and financial sectors
  • Market Challenges
    • High cost associated with the integration of AI-based personalization

Porter's Five Forces: A Strategic Tool for Navigating the Artificial Intelligence based Personalization Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Artificial Intelligence based Personalization 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 Artificial Intelligence based Personalization Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Artificial Intelligence based Personalization 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 Artificial Intelligence based Personalization Market

A detailed market share analysis in the Artificial Intelligence based Personalization 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 Artificial Intelligence based Personalization Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Artificial Intelligence based Personalization 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 Artificial Intelligence based Personalization Market

A strategic analysis of the Artificial Intelligence based Personalization 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 Artificial Intelligence based Personalization Market, highlighting leading vendors and their innovative profiles. These include Abmatic AI, Accenture PLC, Adobe Inc., AIContentfy, Amazon Web Services Inc., Apple, Inc., Braze, Inc., Check Point Software Technologies,, Cisco Systems Inc., Gen Digital Inc., Google LLC by Alphabet Inc., Hewlett Packard Enterprise Development LP, Intel Corporation, International Business Machines Corporation, Kyndryl Inc., Microsoft Corporation, NEC Corporation, NVIDIA Corporation, Optimizely, Oracle Corporation, Salesforce, Inc, SAP SE, and Simplify360 Inc..

Market Segmentation & Coverage

This research report categorizes the Artificial Intelligence based Personalization Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Based on Technology, market is studied across Collaborative Filtering, Contextual Bandit Algorithms, Deep Learning, Machine Learning Algorithms, Natural Language Processing, Neural Networks, Predictive Analytics, and Reinforcement Learning.
  • Based on Application, market is studied across Ad Targeting & Retargeting, Content Customization, Email Marketing Personalization, Personalized Customer Service, Search Result Personalization, Social Media Personalization, and Website & App Personalization.
  • Based on Industry Vertical, market is studied across Automotive, e-Commerce & Retail, Financial Services, Healthcare, Media & Entertainment, Telecommunications, and Travel & Hospitality.
  • 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. The shift towards data-driven marketing strategies among industries
      • 5.1.1.2. Increasing demand for enhanced customer experiences in e-commerce and online platform
      • 5.1.1.3. Increase data volume and for enhanced data security solutions
    • 5.1.2. Restraints
      • 5.1.2.1. Data privacy and security concerns associated with AI-based personalization
    • 5.1.3. Opportunities
      • 5.1.3.1. Advancements in machine learning algorithms and natural language processing
      • 5.1.3.2. Burgeoning demand from the banking and financial sectors
    • 5.1.4. Challenges
      • 5.1.4.1. High cost associated with the integration of AI-based personalization
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Technology: Integration of advanced technology in AI powered personalization to enhance highly individualized user experiences
    • 5.2.2. Application: Exponential usage of personalization AI in enterprises for process optimization and elevating customer satisfaction
  • 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. Artificial Intelligence based Personalization Market, by Technology

  • 6.1. Introduction
  • 6.2. Collaborative Filtering
  • 6.3. Contextual Bandit Algorithms
  • 6.4. Deep Learning
  • 6.5. Machine Learning Algorithms
  • 6.6. Natural Language Processing
  • 6.7. Neural Networks
  • 6.8. Predictive Analytics
  • 6.9. Reinforcement Learning

7. Artificial Intelligence based Personalization Market, by Application

  • 7.1. Introduction
  • 7.2. Ad Targeting & Retargeting
  • 7.3. Content Customization
  • 7.4. Email Marketing Personalization
  • 7.5. Personalized Customer Service
  • 7.6. Search Result Personalization
  • 7.7. Social Media Personalization
  • 7.8. Website & App Personalization

8. Artificial Intelligence based Personalization Market, by Industry Vertical

  • 8.1. Introduction
  • 8.2. Automotive
  • 8.3. e-Commerce & Retail
  • 8.4. Financial Services
  • 8.5. Healthcare
  • 8.6. Media & Entertainment
  • 8.7. Telecommunications
  • 8.8. Travel & Hospitality

9. Americas Artificial Intelligence based Personalization Market

  • 9.1. Introduction
  • 9.2. Argentina
  • 9.3. Brazil
  • 9.4. Canada
  • 9.5. Mexico
  • 9.6. United States

10. Asia-Pacific Artificial Intelligence based Personalization Market

  • 10.1. Introduction
  • 10.2. Australia
  • 10.3. China
  • 10.4. India
  • 10.5. Indonesia
  • 10.6. Japan
  • 10.7. Malaysia
  • 10.8. Philippines
  • 10.9. Singapore
  • 10.10. South Korea
  • 10.11. Taiwan
  • 10.12. Thailand
  • 10.13. Vietnam

11. Europe, Middle East & Africa Artificial Intelligence based Personalization Market

  • 11.1. Introduction
  • 11.2. Denmark
  • 11.3. Egypt
  • 11.4. Finland
  • 11.5. France
  • 11.6. Germany
  • 11.7. Israel
  • 11.8. Italy
  • 11.9. Netherlands
  • 11.10. Nigeria
  • 11.11. Norway
  • 11.12. Poland
  • 11.13. Qatar
  • 11.14. Russia
  • 11.15. Saudi Arabia
  • 11.16. South Africa
  • 11.17. Spain
  • 11.18. Sweden
  • 11.19. Switzerland
  • 11.20. Turkey
  • 11.21. United Arab Emirates
  • 11.22. United Kingdom

12. Competitive Landscape

  • 12.1. Market Share Analysis, 2023
  • 12.2. FPNV Positioning Matrix, 2023
  • 12.3. Competitive Scenario Analysis
    • 12.3.1. Stellantis to Enhance Personalized Mobility Experience with Acquisition of CloudMade's Artificial Intelligence Technologies and IP
    • 12.3.2. Zoovu Unveils Generative AI Solution to Provide Personalized Buying Experiences
    • 12.3.3. Intent HQ Merges with Anagog to Advance Generative AI for Personal Relevance
  • 12.4. Strategy Analysis & Recommendation

Companies Mentioned

  • 1. Abmatic AI
  • 2. Accenture PLC
  • 3. Adobe Inc.
  • 4. AIContentfy
  • 5. Amazon Web Services Inc.
  • 6. Apple, Inc.
  • 7. Braze, Inc.
  • 8. Check Point Software Technologies,
  • 9. Cisco Systems Inc.
  • 10. Gen Digital Inc.
  • 11. Google LLC by Alphabet Inc.
  • 12. Hewlett Packard Enterprise Development LP
  • 13. Intel Corporation
  • 14. International Business Machines Corporation
  • 15. Kyndryl Inc.
  • 16. Microsoft Corporation
  • 17. NEC Corporation
  • 18. NVIDIA Corporation
  • 19. Optimizely
  • 20. Oracle Corporation
  • 21. Salesforce, Inc
  • 22. SAP SE
  • 23. Simplify360 Inc.

LIST OF FIGURES

  • FIGURE 1. ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET RESEARCH PROCESS
  • FIGURE 2. ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
  • FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2023 VS 2030 (%)
  • FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 12. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 13. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 14. UNITED STATES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 15. UNITED STATES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 16. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 17. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 18. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 19. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 20. ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 21. ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 6. ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET DYNAMICS
  • TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COLLABORATIVE FILTERING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY CONTEXTUAL BANDIT ALGORITHMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY NEURAL NETWORKS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY AD TARGETING & RETARGETING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY CONTENT CUSTOMIZATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY EMAIL MARKETING PERSONALIZATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PERSONALIZED CUSTOMER SERVICE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SEARCH RESULT PERSONALIZATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SOCIAL MEDIA PERSONALIZATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY WEBSITE & APP PERSONALIZATION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY E-COMMERCE & RETAIL, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY FINANCIAL SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TELECOMMUNICATIONS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TRAVEL & HOSPITALITY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 32. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 33. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 34. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 35. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 36. ARGENTINA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 37. ARGENTINA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 38. ARGENTINA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 39. BRAZIL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 40. BRAZIL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 41. BRAZIL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 42. CANADA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 43. CANADA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 44. CANADA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 45. MEXICO ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 46. MEXICO ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 47. MEXICO ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 48. UNITED STATES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 49. UNITED STATES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 50. UNITED STATES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 51. UNITED STATES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 52. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 53. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 54. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 55. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 56. AUSTRALIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 57. AUSTRALIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 58. AUSTRALIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 59. CHINA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 60. CHINA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 61. CHINA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 62. INDIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 63. INDIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 64. INDIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 65. INDONESIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 66. INDONESIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 67. INDONESIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 68. JAPAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 69. JAPAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 70. JAPAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 71. MALAYSIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 72. MALAYSIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 73. MALAYSIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 74. PHILIPPINES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 75. PHILIPPINES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 76. PHILIPPINES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 77. SINGAPORE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 78. SINGAPORE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 79. SINGAPORE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 80. SOUTH KOREA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 81. SOUTH KOREA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 82. SOUTH KOREA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 83. TAIWAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 84. TAIWAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 85. TAIWAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 86. THAILAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 87. THAILAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 88. THAILAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 89. VIETNAM ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 90. VIETNAM ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 91. VIETNAM ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 92. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 93. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 94. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 95. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 96. DENMARK ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 97. DENMARK ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 98. DENMARK ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 99. EGYPT ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 100. EGYPT ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 101. EGYPT ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 102. FINLAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 103. FINLAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 104. FINLAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 105. FRANCE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 106. FRANCE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 107. FRANCE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 108. GERMANY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 109. GERMANY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 110. GERMANY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 111. ISRAEL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 112. ISRAEL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 113. ISRAEL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 114. ITALY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 115. ITALY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 116. ITALY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 117. NETHERLANDS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 118. NETHERLANDS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 119. NETHERLANDS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 120. NIGERIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 121. NIGERIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 122. NIGERIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 123. NORWAY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 124. NORWAY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 125. NORWAY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 126. POLAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 127. POLAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 128. POLAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 129. QATAR ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 130. QATAR ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 131. QATAR ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 132. RUSSIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 133. RUSSIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 134. RUSSIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 135. SAUDI ARABIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 136. SAUDI ARABIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 137. SAUDI ARABIA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 138. SOUTH AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 139. SOUTH AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 140. SOUTH AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 141. SPAIN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 142. SPAIN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 143. SPAIN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 144. SWEDEN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 145. SWEDEN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 146. SWEDEN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 147. SWITZERLAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 148. SWITZERLAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 149. SWITZERLAND ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 150. TURKEY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 151. TURKEY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 152. TURKEY ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 153. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 154. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 155. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 156. UNITED KINGDOM ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 157. UNITED KINGDOM ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
  • TABLE 158. UNITED KINGDOM ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY INDUSTRY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 159. ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 160. ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET, FPNV POSITIONING MATRIX, 2023