AI-Based Personalization Engines Market Size, Share & Trends Analysis Report By Component (Software, Services), By Application (Website Personalization, Display Ads Personalization), By Technology, By Deployment, By End Use, By Region, And Segment Forecas

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
Please note The report will be delivered in 2-3 business days upon order notification.


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

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