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基於人工智慧的個人化市場：按技術、應用、產業分類 - 全球預測 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個工作天內

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2023年基於人工智慧的個人化市場規模為38.4億美元，預計2024年將達到45.4億美元，複合年成長率為18.62%，2030年將達到127.1億美元，預計將達到1000萬美元。

基於人工智慧 (AI) 的個人化利用機器學習演算法和資料分析來根據個人用戶偏好和行為自訂內容、產品和服務。這種個人化方法對於改善客戶體驗、提高參與度和提高轉換率是必要的，因此在零售、醫療保健、金融和娛樂等行業中至關重要。應用範圍從電子商務平台中的個人化建議，到數位行銷中的定向廣告，再到教育中的個人化學習路徑。最終用途範圍主要包括專注於直接消費者互動和服務提供的行業，例如金融服務、餐旅服務業和媒體。

主要市場統計
基準年[2023] 38.4億美元
預計年份 [2024] 45.4億美元
預測年份 [2030] 127.1億美元
複合年成長率（%） 18.62%

市場洞察表明，對改善客戶體驗不斷成長的需求和加速跨行業數位轉型提供了巨大的成長機會。關鍵的成長要素包括人工智慧技術的進步、巨量資料的普及以及消費者對個人化互動的期望。潛在的機會來自人工智慧個人化採用仍處於起步階段的行業，例如中小企業，以及面臨客戶維繫競爭加劇的行業。為了抓住這些機會，公司應該投資強大的資料收集和分析能力，並確保道德的資料處理，以建立消費者的信任。

然而，資料隱私問題、對大量高品質資料的需求以及實施人工智慧解決方案的技術複雜性等挑戰可能會抑制市場成長。此外，與資料保護相關的監管壓力（例如 GDPR）也構成了額外的障礙。創新和研究的時機已經成熟，可以開發更有效率、需要更少資料的演算法，增強隱私保護技術，探索人工智慧在開拓領域的新應用。市場是動態的，其特點是技術快速進步和消費者期望不斷變化，要求企業保持敏捷並採用持續學習的方法來實現永續成長。與高科技公司合作和投資人工智慧人才是獲得競爭優勢的策略步驟。

市場動態：揭示快速發展的基於人工智慧的個人化市場的關鍵市場洞察

基於人工智慧的個人化市場正因供需的動態交互作用而轉變。了解這些不斷變化的市場動態可以幫助企業做出明智的投資決策、策略決策並抓住新的商機。全面了解這些趨勢可以幫助企業降低政治、地理、技術、社會和經濟領域的風險，同時也能幫助企業了解消費行為及其對製造業的影響。

  • 市場促進因素
    • 跨產業轉向資料主導的行銷策略
    • 對改善電子商務和線上平台客戶體驗的需求不斷成長
    • 增加資料量並加強資料安全解決方案
  • 市場限制因素
    • 與基於人工智慧的個人化相關的資料隱私和安全問題
  • 市場機會
    • 機器學習演算法和自然語言處理的進展
    • 銀行金融業需求快速成長
  • 市場挑戰
    • 基於人工智慧的個人化整合高成本

波特的五力：駕馭基於人工智慧的個人化市場的策略工具

波特的五力框架是了解基於人工智慧的個人化市場競爭格局的關鍵工具。波特的五力框架為評估公司的競爭地位和探索策略機會提供了清晰的方法。該框架可幫助公司評估市場動態並確定新業務的盈利。這些見解使公司能夠利用自己的優勢，解決弱點並避免潛在的挑戰，從而確保更強大的市場地位。

PESTLE分析：了解基於人工智慧的個人化市場的外部影響

外部宏觀環境因素在塑造基於人工智慧的個人化市場的績效動態方面發揮關鍵作用。對政治、經濟、社會、技術、法律和環境因素的分析提供了應對這些影響所需的資訊。透過調查 PESTLE 因素，公司可以更了解潛在的風險和機會。這種分析可以幫助公司預測法規、消費者偏好和經濟趨勢的變化，並為他們做出積極主動的決策做好準備。

市場佔有率分析 了解以人工智慧為基礎的個人化市場的競爭格局

基於人工智慧的個人化市場的詳細市場佔有率分析可以對供應商績效進行全面評估。公司可以透過比較收益、客戶群和成長率等關鍵指標來揭示其競爭地位。該分析揭示了市場集中、分散和整合的趨勢，為供應商提供了製定策略決策所需的洞察力，使他們能夠在日益激烈的競爭中佔有一席之地。

FPNV定位矩陣基於人工智慧的個人化市場供應商績效評估

FPNV 定位矩陣是評估基於人工智慧的個人化市場供應商的關鍵工具。此矩陣允許業務組織根據供應商的商務策略和產品滿意度評估供應商，從而做出符合其目標的明智決策。這四個象限使您能夠清晰、準確地分類供應商，並確定最能滿足您的策略目標的合作夥伴和解決方案。

策略分析和建議描繪了基於人工智慧的個人化市場的成功之路

基於人工智慧的個人化市場的策略分析對於旨在加強其在全球市場的影響力的公司至關重要。透過審查關鍵資源、能力和績效指標，公司可以識別成長機會並努力改進。這種方法使您能夠克服競爭環境中的挑戰，利用新的商機，並取得長期成功。

本報告對市場進行了全面分析，涵蓋關鍵重點領域：

1. 市場滲透率：對當前市場環境的詳細審查、主要企業的廣泛資料、對其在市場中的影響力和整體影響力的評估。

2. 市場開拓：辨識新興市場的成長機會，評估現有領域的擴張潛力，並提供未來成長的策略藍圖。

3. 市場多元化：分析近期產品發布、開拓地區、關鍵產業進展、塑造市場的策略投資。

4. 競爭評估與情報：徹底分析競爭格局，檢驗市場佔有率、業務策略、產品系列、認證、監理核准、專利趨勢、主要企業的技術進步等。

5. 產品開發與創新：重點在於有望推動未來市場成長的最尖端科技、研發活動和產品創新。

我們也回答重要問題，以幫助相關人員做出明智的決策：

1.目前的市場規模和未來的成長預測是多少？

2. 哪些產品、區隔市場和地區提供最佳投資機會？

3.塑造市場的主要技術趨勢和監管影響是什麼？

4.主要廠商的市場佔有率和競爭地位如何？

5. 推動供應商市場進入和退出策略的收益來源和策略機會是什麼？

目錄

第1章 前言

第2章調查方法

第3章執行摘要

第4章市場概況

第5章市場洞察

  • 市場動態
    • 促進因素
      • 跨產業轉向資料主導的行銷策略
      • 對改善電子商務和線上平台客戶體驗的需求不斷增加
      • 增加資料量並加強資料安全解決方案
    • 抑制因素
      • 與基於人工智慧的個人化相關的資料隱私和安全問題
    • 機會
      • 機器學習演算法和自然語言處理的進展
      • 銀行金融業需求快速成長
    • 任務
      • 整合基於人工智慧的個人化服務高成本
  • 市場區隔分析
    • 技術：將先進技術與人工智慧驅動的個人化相結合，提供高度個人化的使用者體驗
    • 應用：在企業中快速利用個人化人工智慧來最佳化流程並提高客戶滿意度
  • 波特五力分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社群
    • 技術的
    • 合法地
    • 環境

第6章基於人工智慧的個人化市場：依技術分類

  • 協同過濾
  • 上下文強盜演算法
  • 深度學習
  • 機器學習演算法
  • 自然語言處理
  • 神經網路
  • 預測分析
  • 強化學習

第7章基於人工智慧的個人化市場：按應用分類

  • 廣告定位和重新導向
  • 內容客製化
  • 電子郵件行銷個人化
  • 個人化客戶服務
  • 個性化搜尋結果
  • 社群媒體個人化
  • 網站和應用程式個人化

第8章基於人工智慧的個人化市場：按行業分類

  • 車
  • 電子商務與零售
  • 金融服務
  • 衛生保健
  • 媒體和娛樂
  • 通訊
  • 旅遊/酒店業

第9章美洲基於人工智慧的個人化市場

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美國

第10章亞太地區基於人工智慧的個人化市場

  • 澳洲
  • 中國
  • 印度
  • 印尼
  • 日本
  • 馬來西亞
  • 菲律賓
  • 新加坡
  • 韓國
  • 台灣
  • 泰國
  • 越南

第11章：歐洲、中東和非洲基於人工智慧的個人化市場

  • 丹麥
  • 埃及
  • 芬蘭
  • 法國
  • 德國
  • 以色列
  • 義大利
  • 荷蘭
  • 奈及利亞
  • 挪威
  • 波蘭
  • 卡達
  • 俄羅斯
  • 沙烏地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公國
  • 英國

第12章競爭格局

  • 2023 年市場佔有率分析
  • FPNV 定位矩陣，2023
  • 競爭情境分析
    • Stellantis 收購雲端人工智慧技術和 IP，以支援個人化行動體驗
    • Zoovu 推出生成式人工智慧解決方案以提供個人化購買體驗
    • Intent HQ 與 Anagog 合併，推動個人相關的生成人工智慧
  • 戰略分析和建議

公司名單

  • 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