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基於人工智慧 (AI) 的個人化市場：按交付類型、技術和最終用戶產業分類 - 全球預測 2025-2032 年

Artificial Intelligence based Personalization Market by Offerings, Technology, End User Industry - Global Forecast 2025-2032
出版日期: | 出版商: 360iResearch | 英文 190 Pages | 商品交期: 最快1-2個工作天內

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預計到 2032 年，基於人工智慧 (AI) 的個人化市場將成長至 8,334.3 億美元，複合年成長率為 15.53%。

關鍵市場統計數據
基準年 2024 2624.7億美元
預計年份：2025年 2998.4億美元
預測年份 2032 8334.3億美元
複合年成長率 (%) 15.53%

本文簡要概述了先進的人工智慧能力如何重新調整個人化優先級，並迫使經營團隊將技術與信任和業務營運相結合。

隨著人工智慧從實驗性試點階段發展成為驅動差異化客戶體驗的核心技術，個人化格局正以驚人的速度演變，亟需經營團隊的關注。演算法、資料基礎設施和跨通路協作的進步，使品牌能夠大規模地提供高度情境化且及時的客製化體驗。決策者如今面臨雙重挑戰：既要兼顧技術的先進性，又要恪守道德準則，確保個人化在創造價值的同時，不會損害客戶信任。

快速發展的模型複雜性、混合資料架構、管治以及客戶期望正在重新定義個人化，使其成為跨職能的策略能力。

個人化格局正受到多項因素的共同影響而重塑，這些因素共同重新定義了企業如何透過個人化體驗創造價值。首先，模型變得更加複雜，能夠從稀疏和多模態資料來源進行細緻入微的推論。這一點，再加上模型可解釋性的提升，使得團隊能夠檢驗並溝通個人化決策的促進因素。其次，資料架構正變得日益混合化，即時串流處理、邊緣處理和隱私保護技術使得跨觸點實現更快、更負責任的個人化成為可能。

克服採購和部署人工智慧驅動的個人化程序所面臨的複雜性，因為不斷變化的關稅趨勢會影響硬體供應、供應商選擇和合約風險。

美國不斷變化的關稅環境，進一步增加了依賴全球供應鏈和跨境軟體服務的AI驅動型個人化解決方案部署企業的營運複雜性。關稅政策會影響模型訓練和推理所必需的硬體組件（包括專用加速器和網路設備）的成本和可用性，進而影響供應商選擇和資本規劃。此外，進口關稅及相關貿易措施也會對本地部署或混合基礎設施的總體擁有成本 (TCO) 產生連鎖反應。

透過全面的細分分析，梳理服務產品、底層技術和特定產業需求，為策略投資和供應商選擇決策提供支援。

有效的細分分析能夠揭示哪些領域的能力投資能夠帶來最大的營運和客戶回報。每項服務——行為導向、聊天機器人/虛擬助理、展示廣告個人化、電子郵件個人化、個人化內容創作、預測分析、社群媒體個人化和網站個人化——都遵循其自身的價值鏈，並需要專門的資料管道、衡量框架和創新工作流程。行為定向和預測分析通常處於即時訊號和生命週期價值建模的交匯點，而聊天機器人、虛擬助理和個人化內容創作則需要強大的自然語言理解和內容編配來保持上下文一致性。

區域趨勢和監管差異將決定數據主權、基礎設施成熟度和文化適應性將如何影響全球市場的個人化策略。

區域趨勢對個人化領域的技術採納模式、監管限制和合作夥伴生態系統有顯著影響。美洲地區，尤其是成熟的企業中心，對結合專有原始資料、進階分析和即時決策的大規模部署需求強勁，但這種需求受到嚴格的消費者隱私期望和公司治理標準的限制。放眼東方，歐洲、中東和非洲地區（EMEA）擁有多元化的管理體制和投資機會。日益嚴格的合規要求使得「隱私設計」的實施成為該地區企業的策略重點。同時，專注於適應當地語言和文化的專業供應商也在區域中心不斷湧現。

競爭格局洞察：平台深度、專業化的垂直整合解決方案和生態系統夥伴關係如何決定供應商差異化和買家選擇

解決方案供應商之間的競爭呈現出兩極化的格局：既有平台巨頭拓展個人化套件業務，也有提供垂直整合、以結果為導向的專業解決方案的供應商。主要企業憑藉著資料整合的深度、跨通路編配的便捷性以及模型管治和可解釋性能力的成熟度脫穎而出。策略夥伴關係和生態系統發揮關鍵作用，使企業能夠整合資料工程、創新最佳化和效果衡量方面的優勢，從而提供端到端的價值提案。

為經營團隊提供切實可行的建議，幫助他們將個人化措施與業務關鍵績效指標、管治、模組化架構和能力建構相協調。

領導者應優先考慮一系列務實的行動，以加速價值創造，同時管控技術和組織風險。首先，將個人化目標與核心業務KPI一致，並明確客戶價值的假設，這些假設可透過受控實驗檢驗。其次，投資於模組化資料架構，該架構應支援批量和串流處理用例，並透過採用差分隱私和偽匿名化等隱私保護模式來降低合規摩擦。同樣重要的是，建立管治框架，將公平性、透明度和監控機制融入模型和功能的生命週期中。

我們的調查方法結合了實踐者訪談、能力映射和可複製的分析框架，為領導者提供嚴謹、可操作的見解。

我們的研究途徑結合了定性和定量證據來源，以確保研究結果的穩健性和對決策者的相關性。關鍵輸入包括對行業從業者、技術領導者和解決方案供應商的結構化訪談，以及對公開資訊、案例研究和技術文獻的分析。我們將這些定性見解與匿名化的使用模式、供應商能力矩陣和可觀察的產品藍圖進行三角驗證，從而揭示有關技術採納、部署模式和價值實現的一致訊號。

策略整合凸顯了管治和跨職能協作對於實用化人工智慧驅動的個人化至關重要，而這對於確保永續的競爭優勢至關重要。

簡而言之，人工智慧驅動的個人化正從實驗性應用場景轉變為至關重要的能力，它將重塑客戶關係和營運模式。成功需要的不僅是複雜的模型，更需要對資料、技術、管治和人類專業知識進行精心協調。那些能夠與客戶建立清晰價值交換、將負責任的實踐融入設計流程、並將投資與可衡量的業務成果掛鉤的企業，將更有利於獲得持續的競爭優勢。

目錄

第1章：序言

第2章調查方法

第3章執行摘要

第4章 市場概覽

第5章 市場洞察

  • 基於即時行為分析和人工智慧洞察的高度個人化產品推薦
  • 用於大規模化行銷宣傳活動中動態內容產生的生成式人工智慧
  • 基於聯邦學習和差分隱私技術的隱私保護型個人化
  • 利用情境人工智慧實現網路、行動裝置和店內通路的無縫全通路個人化體驗
  • 利用邊緣運算和人工智慧個人化技術，即時最佳化線下客戶體驗
  • 互動式商務和個人化客戶支援的大規模語言模式整合
  • 一個用於解決自動化個人化演算法中偏見緩解問題的倫理人工智慧框架

第6章：美國關稅的累積影響，2025年

第7章：人工智慧的累積影響，2025年

第8章 基於人工智慧（AI）的個人化市場（按產品類型分類）

  • 行為標靶
  • 聊天機器人和虛擬助手
  • 展示廣告個人化
  • 電子郵件個人化
  • 個人化內容創作
  • 預測分析
  • 社群媒體個人化
  • 網站個人化

9. 基於人工智慧 (AI) 的個人化市場（按技術分類）

  • 協同過濾
  • 電腦視覺
  • 深度學習
  • 機器學習演算法
  • 自然語言處理
  • 預測分析
  • 強化學習

第10章 人工智慧（AI）個人化市場（按終端用戶產業分類）

  • 車
  • 銀行、金融服務和保險（BFSI）
  • 電子商務與零售
  • 衛生保健
  • 媒體與娛樂
  • 電訊
  • 旅遊與飯店

第11章 各地區基於人工智慧（AI）的個人化市場

  • 美洲
    • 北美洲
    • 拉丁美洲
  • 歐洲、中東和非洲
    • 歐洲
    • 中東
    • 非洲
  • 亞太地區

第12章 人工智慧（AI）個人化市場（按群體分類）

  • ASEAN
  • GCC
  • EU
  • BRICS
  • G7
  • NATO

第13章 各國人工智慧（AI）個人化市場

  • 美國
  • 加拿大
  • 墨西哥
  • 巴西
  • 英國
  • 德國
  • 法國
  • 俄羅斯
  • 義大利
  • 西班牙
  • 中國
  • 印度
  • 日本
  • 澳洲
  • 韓國

第14章 競爭格局

  • 2024年市佔率分析
  • FPNV定位矩陣，2024
  • 競爭分析
    • ABB Ltd.
    • Abmatic AI, Inc
    • 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 by Episerver
    • Oracle Corporation
    • Salesforce, Inc
    • SAP SE
    • Siemens AG
    • Simplify360 Inc.
Product Code: MRR-351BAD503A0C

The Artificial Intelligence based Personalization Market is projected to grow by USD 833.43 billion at a CAGR of 15.53% by 2032.

KEY MARKET STATISTICS
Base Year [2024] USD 262.47 billion
Estimated Year [2025] USD 299.84 billion
Forecast Year [2032] USD 833.43 billion
CAGR (%) 15.53%

A concise strategic framing of how advanced AI capabilities are reshaping personalization priorities and forcing executives to align technology with trust and operations

Artificial intelligence has matured from experimental pilots to a central driver of customer experience differentiation, and the landscape of personalization is evolving at a pace that demands executive attention. Advances in algorithms, data infrastructure, and cross-channel orchestration are enabling brands to deliver highly contextual and timely experiences that feel bespoke at scale. Decision-makers now face the dual challenge of balancing technical sophistication with ethical stewardship, ensuring that personalization elevates value without compromising trust.

This document synthesizes contemporary signals across technology development, vendor strategy, industry adoption, and regulatory currents to present a coherent starting point for strategic planning. By grounding the narrative in observed deployments and validated practitioner feedback, it highlights practical levers executives can deploy to increase relevance, reduce churn, and capture long-term customer lifetime value. The emphasis is on actionable intelligence: clarifying where to invest, which capabilities to prioritize, and how to align organizational processes for sustained impact.

As organizations move from experimentation to operationalization, they must reconcile rapid innovation with governance, talent, and measurement frameworks. This introduction frames those tensions and situates subsequent analysis within a pragmatic roadmap for turning AI-driven personalization into a repeatable competitive advantage.

How rapid advances in model sophistication, hybrid data architectures, governance, and customer expectations are redefining personalization as a cross-functional strategic capability

The personalization landscape is being reshaped by several converging shifts that together redefine how firms create value through individualized experiences. First, model sophistication has increased markedly, enabling nuanced inference from sparse or multimodal data sources; this is complemented by improvements in model interpretability that allow teams to validate and communicate the drivers of personalization decisions. Second, data architectures are increasingly hybridized, with real-time streaming, edge processing, and privacy-preserving techniques enabling faster and more responsible personalization across touchpoints.

Third, commercial dynamics have evolved: platform vendors are embedding personalization capabilities as configurable services while specialized providers offer differentiated algorithms and verticalized applications. Fourth, regulatory attention on data privacy and algorithmic fairness is prompting companies to build governance into the design phase, not as a retrofitted control. Finally, customer expectations are changing; users now expect relevance without intrusive data practices, and brands that deliver clear value exchanges gain durable engagement. Together, these shifts mean that personalization is no longer a marketing tactic but a cross-functional capability that combines technology, ethics, and experience design to drive measurable business outcomes.

Navigating procurement and deployment complexities as tariff dynamics alter hardware availability, vendor sourcing, and contractual risk for AI-driven personalization programs

The evolving tariff landscape in the United States introduces an additional layer of operational complexity for organizations deploying AI-driven personalization solutions that depend on global supply chains and cross-border software services. Tariff policy can affect the cost and availability of hardware components critical to model training and inference, including specialized accelerators and networking equipment, thereby influencing vendor selection and capital planning. Moreover, import duties and related trade measures can have ripple effects on the total cost of ownership for on-premises or hybrid infrastructure deployments.

Beyond hardware, tariffs and trade policy can change the economics of partnering with overseas software and system integrators, prompting some organizations to prioritize vendors with more localized support or to restructure contracts to mitigate exposure to cross-border cost volatility. In parallel, regulatory alignment tied to trade policy may influence data residency decisions and contractual clauses related to intellectual property and service levels. For executives, the implication is clear: procurement strategies must incorporate scenario planning for tariff-driven cost shifts and supply chain constraints to preserve deployment timelines and ROI assumptions. Robust vendor risk assessments and flexible sourcing models become essential tools for maintaining program momentum in an uncertain trade environment.

Integrated segmentation insights that map offerings, enabling technologies, and industry-specific requirements to inform strategic investment and vendor selection decisions

A meaningful segmentation analysis illuminates where capability investments yield the greatest operational and customer returns. Offerings such as Behavioral Targeting, Chatbots & Virtual Assistants, Display Ads Personalization, Email Personalization, Personalized Content Creation, Predictive Analytics, Social Media Personalization, and Website Personalization each follow distinct value chains and require tailored data pipelines, measurement frameworks, and creative workflows. Behavioral targeting and predictive analytics often sit at the intersection of real-time signals and lifetime-value modeling, while chatbots, virtual assistants, and personalized content creation require robust natural language understanding and content orchestration to maintain contextual coherence.

From a technology perspective, patterns emerge around algorithmic fit and engineering trade-offs: Collaborative Filtering and Machine Learning Algorithms can efficiently handle large-scale preference inference, Computer Vision and Deep Learning enable rich multimodal personalization, Natural Language Processing powers conversational and content personalization, and Reinforcement Learning supports sequential decision-making in dynamic environments. Different stacks demand different operational capabilities, from feature engineering to model monitoring. Industry verticals further condition requirements; Automotive and Telecommunications prioritize low-latency personalization and strong privacy controls, Banking, Financial Services & Insurance and Healthcare emphasize compliance and explainability, while E-commerce & Retail, Retail & E-commerce, Media & Entertainment, and Travel & Hospitality focus on conversion optimization and cross-channel journey consistency. Integrating these offering, technology, and industry lenses clarifies priorities for capability building and vendor selection, enabling organizations to align investments with measurable business outcomes.

Regional dynamics and regulatory diversity that determine how data sovereignty, infrastructure maturity, and cultural adaptation shape personalization strategies across global markets

Regional dynamics materially influence technology adoption patterns, regulatory constraints, and partner ecosystems across the personalization landscape. In the Americas, particularly within mature enterprise hubs, there is a pronounced appetite for large-scale deployments that combine proprietary first-party data with advanced analytics and real-time decisioning, but this is tempered by stringent consumer privacy expectations and corporate governance standards. Transitioning eastward, Europe, Middle East & Africa presents a mosaic of regulatory regimes and investment capacities; firms here face heightened compliance requirements that make privacy-by-design implementations a strategic imperative, while regional hubs continue to produce specialized vendors focused on local language and cultural adaptation.

Asia-Pacific displays significant heterogeneity as well, with leading markets demonstrating rapid adoption of integrated mobile-first personalization and strong mobile payment ecosystems, while other markets pursue leapfrog strategies that prioritize cloud-native services and edge deployment models. Across regions, talent availability, cloud infrastructure maturity, and public policy converge to shape go-to-market strategies. Organizations targeting cross-regional scale should therefore calibrate solutions for data sovereignty, localization, and performance, and they should invest in partnerships that bridge regional operational nuances with central governance frameworks.

Competitive landscape insights revealing how platform depth, specialized vertical solutions, and ecosystem partnerships determine vendor differentiation and buyer selection

Competitive dynamics among solution providers are characterized by a blend of platform incumbents expanding into personalization suites and specialized vendors offering verticalized, outcome-focused solutions. Leading firms differentiate through depth of data integrations, ease of orchestration across channels, and the maturity of model governance and explainability features. Strategic partnerships and ecosystems play a pivotal role, enabling companies to combine strengths in data engineering, creative optimization, and measurement to deliver end-to-end value propositions.

Buyers evaluate vendors based on technical robustness, operational readiness, and the ability to demonstrate clear business outcomes with referenceable implementations. Implementation partners and systems integrators that can bridge algorithmic expertise with experience design are increasingly valuable, particularly for enterprises attempting to scale personalization across complex legacy landscapes. In addition, professional services models that emphasize knowledge transfer and enablement reduce long-term vendor dependency and accelerate internal capability building. For incumbents and challengers alike, success hinges on balancing innovation with reliable delivery, and on creating transparent metrics that link personalization investments to customer retention, engagement, and revenue metrics.

Practical and disciplined recommendations for executives to align personalization initiatives with business KPIs, governance, modular architecture, and capability building

Leaders should prioritize a pragmatic sequence of actions that accelerate value capture while managing technical and organizational risk. Begin by aligning personalization objectives with core business KPIs and defining clear hypotheses about customer value that can be tested through controlled experiments. Next, invest in a modular data architecture that supports both batch and streaming use cases, and adopt privacy-preserving patterns such as differential privacy or pseudonymization to reduce compliance friction. Equally important is establishing governance frameworks that embed fairness, transparency, and monitoring into the lifecycle of models and features.

From an organizational perspective, cultivate cross-functional teams that pair data scientists with product managers and experience designers, and create repeatable playbooks for model validation and performance measurement. In procurement, favor flexible commercial models and include clauses that ensure knowledge transfer and measurable SLAs. Finally, pursue partnerships that complement internal capabilities rather than replace them, enabling faster time-to-value and more sustainable operations. By following this disciplined approach, leaders can scale personalization efforts in a way that preserves customer trust and delivers measurable business outcomes.

Methodological framework combining practitioner interviews, capability mapping, and reproducible analytical frameworks to produce rigorous, actionable insights for leaders

The research approach draws on a combination of qualitative and quantitative evidence sources to ensure robustness and relevance to decision-makers. Primary inputs include structured interviews with industry practitioners, technical leaders, and solution providers, complemented by analysis of public disclosures, implementation case studies, and technical literature. These qualitative insights are triangulated with anonymized usage patterns, vendor capability matrices, and observable product roadmaps to surface consistent signals about technology adoption, deployment patterns, and value realization.

Analytical methods emphasize reproducibility and transparency: frameworks for evaluating algorithmic fit, vendor maturity, and operational readiness are explicitly documented, and sensitivity checks are used to validate thematic conclusions. The methodology also includes assessments of regulatory and geopolitical factors that affect deployment choices, as well as scenario-based procurement risk analyses. Throughout, the emphasis is on translating complex technical and market dynamics into practical guidance for executives charged with investment and implementation decisions.

A strategic synthesis highlighting the imperative to operationalize AI-driven personalization with governance and cross-functional alignment to secure enduring competitive advantage

In sum, personalization powered by artificial intelligence is shifting from experimental use cases toward becoming an integral capability that shapes customer relationships and operational models. Success requires more than advanced models; it demands careful orchestration of data, technology, governance, and human expertise. Organizations that create clear value exchanges with customers, embed responsible practices into their design processes, and align investments with measurable business outcomes will be best positioned to sustain competitive advantage.

Looking ahead, executives should view personalization as a cross-functional agenda that intersects risk, technology, and experience. Strategic clarity, coupled with pragmatic pilots and disciplined scaling, will allow organizations to capture the benefits of enhanced relevance while navigating regulatory and operational complexity. The insights presented here are intended to support that transition, offering a roadmap for leaders to move from experimentation to repeatable, trust-preserving personalization at scale.

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

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Hyper-personalized product recommendations driven by real-time behavioral analytics and AI insights
  • 5.2. Generative AI for dynamic content creation in personalized marketing campaigns at scale
  • 5.3. Privacy-preserving personalization using federated learning and differential privacy techniques
  • 5.4. Contextual AI powering seamless omnichannel personalization across web, mobile, and in-store
  • 5.5. Edge computing enabled AI personalization for instant offline customer experience optimization
  • 5.6. Large language model integration for conversational commerce and individualized customer support
  • 5.7. Ethical AI frameworks addressing bias mitigation in automated personalization algorithms

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Artificial Intelligence based Personalization Market, by Offerings

  • 8.1. Behavioral Targeting
  • 8.2. Chatbots & Virtual Assistants
  • 8.3. Display Ads Personalization
  • 8.4. Email Personalization
  • 8.5. Personalized Content Creation
  • 8.6. Predictive Analytics
  • 8.7. Social Media Personalization
  • 8.8. Website Personalization

9. Artificial Intelligence based Personalization Market, by Technology

  • 9.1. Collaborative Filtering
  • 9.2. Computer Vision
  • 9.3. Deep Learning
  • 9.4. Machine Learning Algorithms
  • 9.5. Natural Language Processing
  • 9.6. Predictive Analytics
  • 9.7. Reinforcement Learning

10. Artificial Intelligence based Personalization Market, by End User Industry

  • 10.1. Automotive
  • 10.2. Banking, Financial Services & Insurance (BFSI)
  • 10.3. E-commerce & Retail
  • 10.4. Healthcare
  • 10.5. Media & Entertainment
  • 10.6. Retail & E-commerce
  • 10.7. Telecommunications
  • 10.8. Travel & Hospitality

11. Artificial Intelligence based Personalization Market, by Region

  • 11.1. Americas
    • 11.1.1. North America
    • 11.1.2. Latin America
  • 11.2. Europe, Middle East & Africa
    • 11.2.1. Europe
    • 11.2.2. Middle East
    • 11.2.3. Africa
  • 11.3. Asia-Pacific

12. Artificial Intelligence based Personalization Market, by Group

  • 12.1. ASEAN
  • 12.2. GCC
  • 12.3. European Union
  • 12.4. BRICS
  • 12.5. G7
  • 12.6. NATO

13. Artificial Intelligence based Personalization Market, by Country

  • 13.1. United States
  • 13.2. Canada
  • 13.3. Mexico
  • 13.4. Brazil
  • 13.5. United Kingdom
  • 13.6. Germany
  • 13.7. France
  • 13.8. Russia
  • 13.9. Italy
  • 13.10. Spain
  • 13.11. China
  • 13.12. India
  • 13.13. Japan
  • 13.14. Australia
  • 13.15. South Korea

14. Competitive Landscape

  • 14.1. Market Share Analysis, 2024
  • 14.2. FPNV Positioning Matrix, 2024
  • 14.3. Competitive Analysis
    • 14.3.1. ABB Ltd.
    • 14.3.2. Abmatic AI, Inc
    • 14.3.3. Accenture PLC
    • 14.3.4. Adobe Inc.
    • 14.3.5. AIContentfy
    • 14.3.6. Amazon Web Services Inc.
    • 14.3.7. Apple, Inc.
    • 14.3.8. Braze, Inc.
    • 14.3.9. Check Point Software Technologies,
    • 14.3.10. Cisco Systems Inc.
    • 14.3.11. Gen Digital Inc.
    • 14.3.12. Google LLC by Alphabet Inc.
    • 14.3.13. Hewlett Packard Enterprise Development LP
    • 14.3.14. Intel Corporation
    • 14.3.15. International Business Machines Corporation
    • 14.3.16. Kyndryl Inc.
    • 14.3.17. Microsoft Corporation
    • 14.3.18. NEC Corporation
    • 14.3.19. NVIDIA Corporation
    • 14.3.20. Optimizely by Episerver
    • 14.3.21. Oracle Corporation
    • 14.3.22. Salesforce, Inc
    • 14.3.23. SAP SE
    • 14.3.24. Siemens AG
    • 14.3.25. Simplify360 Inc.

LIST OF FIGURES

  • FIGURE 1. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, 2018-2032 (USD MILLION)
  • FIGURE 2. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2024 VS 2032 (%)
  • FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2024 VS 2032 (%)
  • FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2024 VS 2032 (%)
  • FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 9. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 10. NORTH AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 11. LATIN AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 12. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 13. EUROPE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 14. MIDDLE EAST ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 15. AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 16. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 17. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY GROUP, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 18. ASEAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 19. GCC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 20. EUROPEAN UNION ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 21. BRICS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 22. G7 ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 23. NATO ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 24. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
  • FIGURE 25. ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SHARE, BY KEY PLAYER, 2024
  • FIGURE 26. ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

  • TABLE 1. ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
  • TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, 2018-2024 (USD MILLION)
  • TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, 2025-2032 (USD MILLION)
  • TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 6. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BEHAVIORAL TARGETING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BEHAVIORAL TARGETING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BEHAVIORAL TARGETING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BEHAVIORAL TARGETING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BEHAVIORAL TARGETING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BEHAVIORAL TARGETING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY CHATBOTS & VIRTUAL ASSISTANTS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY CHATBOTS & VIRTUAL ASSISTANTS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY CHATBOTS & VIRTUAL ASSISTANTS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY CHATBOTS & VIRTUAL ASSISTANTS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY CHATBOTS & VIRTUAL ASSISTANTS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY CHATBOTS & VIRTUAL ASSISTANTS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DISPLAY ADS PERSONALIZATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DISPLAY ADS PERSONALIZATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DISPLAY ADS PERSONALIZATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DISPLAY ADS PERSONALIZATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DISPLAY ADS PERSONALIZATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DISPLAY ADS PERSONALIZATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY EMAIL PERSONALIZATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY EMAIL PERSONALIZATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY EMAIL PERSONALIZATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY EMAIL PERSONALIZATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY EMAIL PERSONALIZATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY EMAIL PERSONALIZATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PERSONALIZED CONTENT CREATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PERSONALIZED CONTENT CREATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PERSONALIZED CONTENT CREATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PERSONALIZED CONTENT CREATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PERSONALIZED CONTENT CREATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PERSONALIZED CONTENT CREATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 43. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SOCIAL MEDIA PERSONALIZATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 44. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SOCIAL MEDIA PERSONALIZATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 45. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SOCIAL MEDIA PERSONALIZATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 46. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SOCIAL MEDIA PERSONALIZATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 47. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SOCIAL MEDIA PERSONALIZATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 48. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SOCIAL MEDIA PERSONALIZATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 49. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY WEBSITE PERSONALIZATION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 50. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY WEBSITE PERSONALIZATION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 51. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY WEBSITE PERSONALIZATION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 52. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY WEBSITE PERSONALIZATION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 53. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY WEBSITE PERSONALIZATION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 54. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY WEBSITE PERSONALIZATION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 55. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 56. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 57. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COLLABORATIVE FILTERING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 58. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COLLABORATIVE FILTERING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 59. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COLLABORATIVE FILTERING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 60. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COLLABORATIVE FILTERING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 61. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COLLABORATIVE FILTERING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 62. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COLLABORATIVE FILTERING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 63. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 64. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COMPUTER VISION, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 65. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COMPUTER VISION, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 66. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COMPUTER VISION, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 67. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 68. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 69. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 70. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DEEP LEARNING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 71. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DEEP LEARNING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 72. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DEEP LEARNING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 73. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DEEP LEARNING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 74. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY DEEP LEARNING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 75. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 76. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 77. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 78. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 79. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 80. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MACHINE LEARNING ALGORITHMS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 81. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 82. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 83. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 84. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 85. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 86. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 87. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 88. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 89. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 90. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 91. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 92. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 93. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 94. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 95. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REINFORCEMENT LEARNING, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 96. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REINFORCEMENT LEARNING, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 97. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REINFORCEMENT LEARNING, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 98. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REINFORCEMENT LEARNING, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 99. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 100. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 101. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 102. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 103. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY AUTOMOTIVE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 104. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY AUTOMOTIVE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 105. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY AUTOMOTIVE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 106. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY AUTOMOTIVE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 107. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), BY REGION, 2018-2024 (USD MILLION)
  • TABLE 108. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), BY REGION, 2025-2032 (USD MILLION)
  • TABLE 109. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 110. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 111. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 112. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 113. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY E-COMMERCE & RETAIL, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 114. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY E-COMMERCE & RETAIL, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 115. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY E-COMMERCE & RETAIL, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 116. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY E-COMMERCE & RETAIL, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 117. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY E-COMMERCE & RETAIL, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 118. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY E-COMMERCE & RETAIL, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 119. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 120. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY HEALTHCARE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 121. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY HEALTHCARE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 122. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY HEALTHCARE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 123. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY HEALTHCARE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 124. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY HEALTHCARE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 125. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 126. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 127. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 128. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 129. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 130. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 131. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 132. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 133. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY RETAIL & E-COMMERCE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 134. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY RETAIL & E-COMMERCE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 135. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY RETAIL & E-COMMERCE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 136. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY RETAIL & E-COMMERCE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 137. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TELECOMMUNICATIONS, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 138. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TELECOMMUNICATIONS, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 139. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TELECOMMUNICATIONS, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 140. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TELECOMMUNICATIONS, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 141. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TELECOMMUNICATIONS, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 142. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TELECOMMUNICATIONS, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 143. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TRAVEL & HOSPITALITY, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 144. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TRAVEL & HOSPITALITY, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 145. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TRAVEL & HOSPITALITY, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 146. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TRAVEL & HOSPITALITY, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 147. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TRAVEL & HOSPITALITY, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 148. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TRAVEL & HOSPITALITY, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 149. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
  • TABLE 150. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
  • TABLE 151. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 152. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 153. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 154. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 155. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 156. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 157. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 158. AMERICAS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 159. NORTH AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 160. NORTH AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 161. NORTH AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 162. NORTH AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 163. NORTH AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 164. NORTH AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 165. NORTH AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 166. NORTH AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 167. LATIN AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 168. LATIN AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 169. LATIN AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 170. LATIN AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 171. LATIN AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 172. LATIN AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 173. LATIN AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 174. LATIN AMERICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 175. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
  • TABLE 176. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
  • TABLE 177. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 178. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 179. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 180. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 181. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 182. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 183. EUROPE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 184. EUROPE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 185. EUROPE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 186. EUROPE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 187. EUROPE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 188. EUROPE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 189. EUROPE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 190. EUROPE ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 191. MIDDLE EAST ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 192. MIDDLE EAST ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 193. MIDDLE EAST ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 194. MIDDLE EAST ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 195. MIDDLE EAST ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 196. MIDDLE EAST ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 197. MIDDLE EAST ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 198. MIDDLE EAST ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 199. AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 200. AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 201. AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 202. AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 203. AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 204. AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 205. AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 206. AFRICA ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 207. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 208. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 209. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 210. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 211. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 212. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 213. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 214. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 215. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY GROUP, 2018-2024 (USD MILLION)
  • TABLE 216. GLOBAL ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY GROUP, 2025-2032 (USD MILLION)
  • TABLE 217. ASEAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 218. ASEAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 219. ASEAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 220. ASEAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 221. ASEAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 222. ASEAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 223. ASEAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 224. ASEAN ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 225. GCC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 226. GCC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 227. GCC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 228. GCC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 229. GCC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 230. GCC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 231. GCC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 232. GCC ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 233. EUROPEAN UNION ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 234. EUROPEAN UNION ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 235. EUROPEAN UNION ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 236. EUROPEAN UNION ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 237. EUROPEAN UNION ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 238. EUROPEAN UNION ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 239. EUROPEAN UNION ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 240. EUROPEAN UNION ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 241. BRICS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 242. BRICS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 243. BRICS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 244. BRICS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 245. BRICS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
  • TABLE 246. BRICS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
  • TABLE 247. BRICS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2018-2024 (USD MILLION)
  • TABLE 248. BRICS ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY END USER INDUSTRY, 2025-2032 (USD MILLION)
  • TABLE 249. G7 ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
  • TABLE 250. G7 ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
  • TABLE 251. G7 ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2018-2024 (USD MILLION)
  • TABLE 252. G7 ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY OFFERINGS, 2025-2032 (USD MILLION)
  • TABLE 253. G7 ARTIFICIAL INTELLIGENCE BASED PERSONALIZATION MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)