查看購物車
  • Simplified Chinese
  • English
  • Japanese
封面
市場調查報告書
商品編碼
1771561

基於人工智慧的個人化引擎市場規模、佔有率、趨勢分析報告：按組件、應用、技術、部署、最終用途、地區、細分市場預測，2025 年至 2033 年

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

價格

基於人工智慧的個人化引擎市場摘要

預計 2024 年全球基於人工智慧的個人化引擎市場規模為 4,554 億美元，到 2033 年將達到 7,177.9 億美元，2025 年至 2033 年的複合年成長率為 5.3%。這一成長是由消費者數據的廣泛可用性和機器學習演算法的進步推動的，這使得公司能夠分析用戶行為並提供客製化的體驗。

電子商務、醫療保健和金融等行業正擴大採用這些引擎，透過個人化推薦和動態定價策略來提高客戶參與和轉換率。例如，Shein 使用人工智慧分析客戶數據，例如瀏覽歷史、購買行為和即時用戶互動，打造個人化購物體驗。這些由人工智慧主導的洞察使公司能夠提供客製化的產品推薦、客製化的促銷活動和動態定價，從而提升客戶參與並提高轉換率。隨著企業優先考慮跨網站、行動應用程式和社群媒體的無縫客製化互動，數位平台和全通路零售的興起進一步擴大了需求。

此外，將人工智慧個人化引擎與自然語言處理和電腦視覺等新技術相結合，將提高其更準確地預測和適應個人偏好的能力。企業也開始轉向即時數據分析和自動化決策，以最佳化行銷宣傳活動和庫存管理，並應對庫存過剩和不相關內容傳送等挑戰。此外，競爭格局迫使企業透過改善客戶忠誠度計畫和超定向廣告來實現產品差異化，從而對高階個人化解決方案產生持續的需求。

此外，包括《一般資料保護規範》（GDPR）等資料隱私法在內的法律規範，正在透過強制透明且合乎道德地使用消費者資料來塑造市場。合規性要求鼓勵開發安全且匿名的資料處理技術，同時保持個人化服務的有效性。同時，人工智慧在旅遊、汽車和娛樂領域的廣泛應用，為個人化體驗引入了新的使用案例，確保了持續創新和擴充性。這些因素正在維持市場成長，並在技術進步與不斷變化的消費者期望和監管要求之間取得平衡。

巨量資料可用性的提升和雲端運算基礎設施的進步，是人工智慧個人化引擎成長的主要推動力。企業利用來自不同接觸點的大量客戶資料來訓練演算法，從而提供相關且及時的推薦。雲端平台提供可擴展的運算能力和存儲，無需大量的前期投資即可即時處理和部署個人化模型。此外，邊緣運算的興起使個人化引擎能夠更貼近最終用戶，從而減少延遲並提升用戶體驗。

目錄

第1章調查方法與範圍

第2章執行摘要

第 3 章基於 AI 的個人化引擎市場變數、趨勢和範圍

  • 市場介紹/電網展望
  • 市場規模和成長前景
  • 產業價值鏈分析
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 行業機會
    • 產業挑戰
  • 基於人工智慧的個人化引擎市場的分析工具
    • 波特分析
    • PESTEL分析

第4章基於人工智慧的個人化引擎市場：按組件進行的估計和趨勢分析

  • 細分儀表板
  • 基於人工智慧的個人化引擎市場：2024 年和 2033 年各組件的變化分析
  • 軟體
  • 服務

第5章基於人工智慧的個人化引擎市場：按應用進行的估計和趨勢分析

  • 細分儀表板
  • 基於人工智慧的個人化引擎市場：2024 年和 2033 年應用趨勢分析
  • 網站個人化
  • 電子郵件個人化
  • 展示廣告個人化
  • 社群媒體個人化
  • 其他

第6章基於人工智慧的個人化引擎市場：按技術進行估計和趨勢分析

  • 細分儀表板
  • 基於人工智慧的個人化引擎市場：2024 年和 2033 年技術趨勢分析
  • 協同過濾
  • 基於內容的過濾
  • 混合推薦系統
  • 機器學習和深度學習
  • 自然語言處理（NLP）
  • 其他

第7章基於人工智慧的個人化引擎市場：按部署進行的估計和趨勢分析

  • 細分儀表板
  • 基於人工智慧的個人化引擎市場：2024 年和 2033 年按部署進行的變化分析
  • 本地
  • 雲

第 8 章基於 AI 的個人化引擎市場：按最終用途進行的估算和趨勢分析

  • 細分儀表板
  • 基於人工智慧的個人化引擎市場：2024 年和 2033 年按最終用途進行的變化分析
  • BFSI
  • 媒體與娛樂
  • 衛生保健
  • 資訊科技/通訊
  • 零售與電子商務
  • 車
  • 旅遊與飯店
  • 教育
  • 其他

第9章基於人工智慧的個人化引擎市場：按地區估計和趨勢分析

  • 2024 年和 2033 年基於人工智慧的個人化引擎市場佔有率（按地區）
  • 北美洲
    • 按組件分類，2021-2033 年
    • 按應用，2021-2033 年
    • 按技術分類，2021-2033 年
    • 按部署，2021-2033 年
    • 按應用，2021-2033 年
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 按組件分類，2021-2033 年
    • 按應用，2021-2033 年
    • 按技術分類，2021-2033 年
    • 按部署，2021-2033 年
    • 按應用，2021-2033 年
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 按組件分類，2021-2033 年
    • 按應用，2021-2033 年
    • 按技術分類，2021-2033 年
    • 按部署，2021-2033 年
    • 按應用，2021-2033 年
    • 中國
    • 日本
    • 印度
    • 澳洲
    • 韓國
  • 拉丁美洲
    • 按組件分類，2021-2033 年
    • 按應用，2021-2033 年
    • 按技術分類，2021-2033 年
    • 按部署，2021-2033 年
    • 按應用，2021-2033 年
    • 巴西
  • 中東和非洲
    • 按組件分類，2021-2033 年
    • 按應用，2021-2033 年
    • 按技術分類，2021-2033 年
    • 按部署，2021-2033 年
    • 按應用，2021-2033 年
    • 阿拉伯聯合大公國
    • 南非
    • 沙烏地阿拉伯

第10章 競爭格局

  • 主要市場參與企業的近期趨勢和影響分析
  • 公司分類
  • 公司市場定位
  • 公司市場佔有率分析
  • 公司熱圖分析
  • 戰略地圖
    • 擴張
    • 合併與收購
    • 夥伴關係和合作
    • 新組件啟動
    • 研究與開發
  • 公司簡介
    • SAP SE
    • Amazon Web Services, Inc.
    • Salesforce, Inc.
    • Google LLC
    • IBM Corporation
    • Zeta Global Corp.
    • Adobe
    • Microsoft
    • NVIDIA Corporation
    • Oracle
Product Code: GVR-4-68040-617-5

AI-Based Personalization Engines Market Summary

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

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

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

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

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

Global AI-Based Personalization Engines Market Report Segmentation

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

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

Table of Contents

Chapter 1. Methodology and Scope

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

Chapter 2. Executive Summary

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Chapter 10. Competitive Landscape

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

List of Tables

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

List of Figures

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