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Global AI based Personalization Technologies Market to Reach US$1.5 Billion by 2030

The global market for AI based Personalization Technologies estimated at US$754.3 Million in the year 2024, is expected to reach US$1.5 Billion by 2030, growing at a CAGR of 12.7% over the analysis period 2024-2030. Website, one of the segments analyzed in the report, is expected to record a 11.8% CAGR and reach US$541.2 Million by the end of the analysis period. Growth in the Display Ads segment is estimated at 14.2% CAGR over the analysis period.

The U.S. Market is Estimated at US$205.6 Million While China is Forecast to Grow at 11.7% CAGR

The AI based Personalization Technologies market in the U.S. is estimated at US$205.6 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$233.8 Million by the year 2030 trailing a CAGR of 11.7% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 11.2% and 10.8% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 9.1% CAGR.

Global AI-Based Personalization Technologies Market - Key Trends & Growth Drivers Explored

Why Are AI-Based Personalization Technologies Transforming Customer Experiences Across Industries?

AI-based personalization technologies have become crucial in delivering tailored experiences that meet the diverse needs and preferences of consumers in today's competitive landscape. But what exactly makes these technologies so essential for businesses? AI-based personalization involves using artificial intelligence algorithms to analyze customer data, behavior, and preferences to create customized experiences across various touchpoints. This can include personalized product recommendations, targeted marketing messages, dynamic content delivery, and individualized customer interactions. By leveraging AI, organizations can enhance customer satisfaction, foster loyalty, and improve conversion rates, ultimately driving business growth.

The demand for AI-based personalization technologies has surged as businesses increasingly recognize the importance of creating meaningful and relevant interactions with their customers. As consumers become more discerning and expect tailored experiences, organizations are leveraging AI to analyze vast amounts of data and gain insights into customer preferences and behaviors. These technologies enable businesses to deliver personalized content and offers in real-time, enhancing engagement and improving the overall customer journey. The rise of e-commerce, digital marketing, and omnichannel strategies has further accelerated the need for AI-based personalization, making it a key component of modern marketing and customer relationship management (CRM) strategies.

How Are Technological Advancements Elevating the Capabilities of AI-Based Personalization Technologies?

The AI-based personalization technologies market has witnessed significant technological advancements that have enhanced the effectiveness, scalability, and applicability of these solutions. But what are the key innovations driving these developments? One of the most impactful advancements is the evolution of machine learning (ML) algorithms that enable more sophisticated data analysis and pattern recognition. ML algorithms can analyze vast datasets to identify trends and predict customer behavior, allowing organizations to deliver highly relevant and timely personalized experiences. This predictive capability enhances the accuracy of recommendations and ensures that marketing messages resonate with individual consumers, resulting in improved engagement and conversion rates.

Another critical innovation is the integration of natural language processing (NLP) and sentiment analysis within AI-based personalization technologies. NLP allows organizations to analyze customer interactions and feedback from various sources, such as social media, customer reviews, and chatbots. By understanding the nuances of language and sentiment, businesses can tailor their messaging and offers to align with customer emotions and preferences. This level of personalization fosters deeper connections with customers and enhances the overall user experience. Additionally, advances in NLP technologies are enabling more conversational and human-like interactions, making chatbots and virtual assistants more effective in providing personalized support and recommendations.

The rise of real-time data processing capabilities is also transforming the landscape of AI-based personalization technologies. With the growing volume and velocity of customer data generated from various sources, organizations require solutions that can process and analyze this data in real-time. Technologies that support real-time data streaming enable businesses to deliver personalized experiences on the fly, adapting to changing customer behaviors and preferences instantaneously. This capability is particularly valuable in e-commerce and digital marketing, where timely and relevant offers can significantly impact purchasing decisions. The ability to personalize experiences in real-time enhances customer satisfaction and loyalty, driving the demand for advanced AI-based personalization technologies.

What Market Trends Are Driving the Adoption of AI-Based Personalization Technologies Across Various Sectors?

Several key market trends are shaping the adoption of AI-based personalization technologies across various sectors, reflecting the evolving needs of consumers and businesses alike. One of the most prominent trends is the increasing emphasis on customer experience as a competitive differentiator. In an era where consumers have countless options, businesses are recognizing the importance of creating exceptional customer experiences to retain loyalty and drive sales. AI-based personalization technologies enable organizations to understand their customers better, anticipate their needs, and deliver tailored experiences that exceed expectations. This trend is particularly strong in industries such as retail, hospitality, and entertainment, where personalized experiences can significantly influence customer satisfaction and brand loyalty.

Another key trend driving the adoption of AI-based personalization technologies is the growing focus on data privacy and ethical use of customer information. With the implementation of regulations such as the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA), organizations are under increasing pressure to ensure that their data collection and personalization practices are compliant and transparent. This trend is prompting businesses to invest in AI-based personalization solutions that prioritize data privacy and security, ensuring that customer information is handled responsibly. As organizations strive to build trust with their customers, the ethical use of AI-based personalization technologies is becoming a critical consideration in their marketing strategies.

The adoption of AI-based personalization technologies is also being influenced by the rise of omnichannel marketing strategies. As consumers engage with brands across multiple channels-such as websites, social media, email, and mobile apps-organizations are recognizing the need for a unified approach to personalization. AI-based technologies that can integrate data from various touchpoints enable businesses to deliver consistent and personalized experiences across channels. This trend is driving demand for solutions that provide a holistic view of customer interactions, allowing organizations to tailor their messaging and offers based on comprehensive customer insights. The ability to create seamless omnichannel experiences is becoming increasingly important as businesses seek to enhance customer engagement and loyalty.

What Factors Are Driving the Growth of the Global AI-Based Personalization Technologies Market?

The growth in the global AI-based personalization technologies market is driven by several factors, including the increasing demand for personalized marketing, advancements in AI and machine learning technologies, and the rising importance of customer engagement. One of the primary growth drivers is the growing expectation of consumers for personalized experiences. As customers become more accustomed to tailored recommendations and content, businesses are compelled to leverage AI-based personalization technologies to meet these expectations. Organizations that effectively utilize AI to deliver relevant and timely offers can differentiate themselves in a crowded marketplace, driving higher conversion rates and customer satisfaction. This trend is particularly pronounced in sectors such as e-commerce, travel, and entertainment, where personalized interactions can significantly impact customer decisions.

Another key growth driver is the rapid advancements in AI and machine learning technologies that enable more sophisticated data analysis and personalization capabilities. As organizations accumulate vast amounts of customer data, they require advanced tools to analyze and derive actionable insights from this information. Machine learning algorithms can identify patterns and trends in customer behavior, enabling businesses to create highly targeted marketing campaigns and personalized experiences. The ongoing evolution of AI technologies is making personalization more accessible and effective, driving adoption among organizations of all sizes.

The global AI-based personalization technologies market is also benefiting from the increasing focus on customer engagement and retention. As businesses recognize the importance of building long-term relationships with their customers, they are prioritizing investments in technologies that enhance engagement and loyalty. AI-based personalization solutions enable organizations to create meaningful interactions that resonate with customers, fostering loyalty and encouraging repeat business. The ability to deliver personalized experiences across various touchpoints is becoming a critical factor in driving customer satisfaction and retention, further fueling the demand for AI-based personalization technologies.

With ongoing advancements in AI and machine learning, the increasing demand for personalized experiences, and the growing emphasis on customer engagement, the global AI-based personalization technologies market is poised for sustained growth. The dynamic interplay of technological innovation, market demand, and evolving consumer expectations is set to shape the future of the market, offering organizations new opportunities to enhance their personalization strategies, optimize customer experiences, and achieve competitive advantages. As companies continue to prioritize data-driven decision-making and customer-centric approaches, AI-based personalization technologies will remain essential tools for driving success in the rapidly evolving digital landscape.

SCOPE OF STUDY:

The report analyzes the AI based Personalization Technologies market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Application (Website, Display Ads, Social Media, E-Mail)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 12 Featured) -

• Accenture PLC
• Alphabet, Inc.
• Amazon.com, Inc.
• Apple, Inc.
• IBM Corporation
• Microsoft Corporation

AI INTEGRATIONS

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TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

• 1. MARKET OVERVIEW
  • Influencer Market Insights
  • Tariff Impact on Global Supply Chain Patterns
  • AI based Personalization Technologies - Global Key Competitors Percentage Market Share in 2025 (E)
  • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
• 2. FOCUS ON SELECT PLAYERS
• 3. MARKET TRENDS & DRIVERS
  • Rising Demand for Personalized User Experiences Drives Growth of AI-Based Personalization Technologies Market
  • Increased Adoption of AI-Based Personalization in E-Commerce and Retail Expands Addressable Market
  • Surge in Demand for AI-Based Personalization in Digital Marketing and Customer Engagement Fuels Market Growth
  • Rising Adoption of AI-Based Personalization in Financial Services for Targeted Offers and Personal Finance Sets the Stage for Market Growth
  • Surge in Use of AI-Based Personalization in Healthcare for Personalized Health and Wellness Expands Market Opportunities
  • Technological Innovations in AI-Based Personalization for Natural Language Processing (NLP) and Chatbots Propel Market Growth
  • Surge in Adoption of AI-Based Personalization in Education for Adaptive Learning and Student Engagement Expands Market Opportunities
  • Growing Use of AI-Based Personalization in Travel and Hospitality for Tailored Experiences Strengthens Business Case
  • Rising Adoption of AI-Based Personalization in Automotive for Personalized In-Car Experiences Sets the Stage for Market Growth
• 4. GLOBAL MARKET PERSPECTIVE
  • TABLE 1: World AI based Personalization Technologies Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
  • TABLE 2: World Recent Past, Current & Future Analysis for AI based Personalization Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
  • TABLE 3: World Historic Review for AI based Personalization Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 4: World 15-Year Perspective for AI based Personalization Technologies by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2015, 2025 & 2030
  • TABLE 5: World Recent Past, Current & Future Analysis for Website by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
  • TABLE 6: World Historic Review for Website by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 7: World 15-Year Perspective for Website by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
  • TABLE 8: World Recent Past, Current & Future Analysis for Display Ads by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
  • TABLE 9: World Historic Review for Display Ads by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 10: World 15-Year Perspective for Display Ads by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
  • TABLE 11: World Recent Past, Current & Future Analysis for Social Media by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
  • TABLE 12: World Historic Review for Social Media by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 13: World 15-Year Perspective for Social Media by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
  • TABLE 14: World Recent Past, Current & Future Analysis for E-Mail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
  • TABLE 15: World Historic Review for E-Mail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 16: World 15-Year Perspective for E-Mail by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030

III. MARKET ANALYSIS

• UNITED STATES
  • AI based Personalization Technologies Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
  • TABLE 17: USA Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 18: USA Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 19: USA 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030
• CANADA
  • TABLE 20: Canada Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 21: Canada Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 22: Canada 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030
• JAPAN
  • AI based Personalization Technologies Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
  • TABLE 23: Japan Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 24: Japan Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 25: Japan 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030
• CHINA
  • AI based Personalization Technologies Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
  • TABLE 26: China Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 27: China Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 28: China 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030
• EUROPE
  • AI based Personalization Technologies Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
  • TABLE 29: Europe Recent Past, Current & Future Analysis for AI based Personalization Technologies by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
  • TABLE 30: Europe Historic Review for AI based Personalization Technologies by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 31: Europe 15-Year Perspective for AI based Personalization Technologies by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2015, 2025 & 2030
  • TABLE 32: Europe Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 33: Europe Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 34: Europe 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030
• FRANCE
  • AI based Personalization Technologies Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
  • TABLE 35: France Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 36: France Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 37: France 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030
• GERMANY
  • AI based Personalization Technologies Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
  • TABLE 38: Germany Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 39: Germany Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 40: Germany 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030
• ITALY
  • TABLE 41: Italy Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 42: Italy Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 43: Italy 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030
• UNITED KINGDOM
  • AI based Personalization Technologies Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
  • TABLE 44: UK Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 45: UK Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 46: UK 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030
• REST OF EUROPE
  • TABLE 47: Rest of Europe Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 48: Rest of Europe Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 49: Rest of Europe 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030
• ASIA-PACIFIC
  • AI based Personalization Technologies Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
  • TABLE 50: Asia-Pacific Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 51: Asia-Pacific Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 52: Asia-Pacific 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030
• REST OF WORLD
  • TABLE 53: Rest of World Recent Past, Current & Future Analysis for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
  • TABLE 54: Rest of World Historic Review for AI based Personalization Technologies by Application - Website, Display Ads, Social Media and E-Mail Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2015 through 2023 and % CAGR
  • TABLE 55: Rest of World 15-Year Perspective for AI based Personalization Technologies by Application - Percentage Breakdown of Value Sales for Website, Display Ads, Social Media and E-Mail for the Years 2015, 2025 & 2030

IV. COMPETITION