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市场调查报告书
商品编码
1765441

基于人工智慧的个人化技术的全球市场

AI based Personalization Technologies
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 158 Pages | 商品交期: 最快1-2个工作天内

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简介目录

到 2030 年，全球基于人工智慧的个人化技术市场规模将达到 15 亿美元

全球基于人工智慧的个人化技术市场规模预计在2024年为7.543亿美元，到2030年将达到15亿美元，2024年至2030年的复合年增长率为12.7%。网站是本报告分析的细分市场之一，预计其复合年增长率为11.8%，到分析期结束时将达到5.412亿美元。展示广告细分市场在分析期间的复合年增长率预计为14.2%。

美国市场规模估计为 2.056 亿美元，中国市场预计复合年增长率为 11.7%

美国基于人工智慧的个人化技术市场规模预计在2024年达到2.056亿美元。作为世界第二大经济体，中国预计在2030年达到2.338亿美元的市场规模，在2024年至2030年的分析期内，复合年增长率为11.7%。其他值得关注的区域市场包括日本和加拿大，预计在分析期间内，这两个市场的复合年增长率分别为11.2%和10.8%。在欧洲，预计德国市场的复合年增长率约为9.1%。

全球基于人工智慧的个人化技术市场—探索关键趋势和成长动力

为什么基于人工智慧的个人化技术将改变各行各业的客户体验

在当今竞争激烈的市场中，基于人工智慧的个人化技术已成为至关重要的因素，能够根据消费者的多样化需求和偏好提供量身定制的体验。但是是什么让这些技术对企业如此重要呢？基于人工智慧的个人化使用人工智慧演算法分析客户数据、行为和偏好，从而在各个接触点打造客製化的体验。这包括个人化的产品推荐、精准的行销讯息、动态内容传送、个人化的客户互动等等。利用人工智慧，企业可以提高客户满意度、培养忠诚度、提升转换率，并最终推动业务成长。

随着企业日益意识到与客户建立有意义且相关的互动的重要性，对基于人工智慧的个人化技术的需求也随之飙升。随着消费者的眼光愈发敏锐，并要求获得符合自身需求的客製化体验，企业纷纷转向人工智慧来分析大量数据，以深入了解客户的偏好和行为。这些技术使企业能够即时提供个人化的内容和优惠，从而提升客户参与度并改善整个客户旅程。电子商务、数位行销和全通路策略的兴起进一步加速了对基于人工智慧的个人化的需求，使其成为现代行销和客户关係管理 (CRM) 策略的关键组成部分。

科技进步如何增强基于人工智慧的个人化技术的能力？

基于人工智慧的个人化技术市场已见证重大技术进步，这些进步提高了这些解决方案的有效性、扩充性和适用性。但推动这些发展的关键创新是什么呢？最具影响力的进步之一是机器学习 (ML) 演算法的演进，它实现了更高级的数据分析和模式识别。 ML 演算法可以分析大量资料集以识别趋势并预测客户行为，从而使企业能够提供及时、相关且个人化的体验。这种预测能力提高了建议的准确性，并确保行销讯息能引起个别消费者的共鸣，从而提高参与度和转换率。

另一项关键创新是将自然语言处理 (NLP) 和情感分析融入基于人工智慧的个人化技术。 NLP 能够分析来自社群媒体、客户评论和聊天机器人等各种来源的客户互动和回馈。了解语言和情感的细微差别，使企业能够根据客户的情绪和偏好量身定制通讯和优惠。这种程度的个人化能够促进与客户更深层的联繫，并提升整体使用者体验。此外，NLP 技术的进步使得互动更具对话性和人性化，使聊天机器人和虚拟助理能够更有效地提供个人化支援和建议。

即时数据处理能力的兴起也正在改变基于人工智慧的个人化技术的模式。随着各种来源产生的客户资料量和速度不断增长，企业需要能够即时处理和分析这些资料的解决方案。支援即时资料流的技术使企业能够动态提供个人化体验，并立即适应不断变化的客户行为和偏好。这种能力在电子商务和数位行销中尤其有价值，因为及时和相关的优惠对购买决策有重大影响。即时个人化体验的能力可以提高客户满意度和忠诚度，从而推动对基于人工智慧的先进个人化技术的需求。

哪些市场趋势推动了各个垂直产业采用基于人工智慧的个人化技术？

基于人工智慧的个人化技术正在被各行各业所采用，这反映了消费者和企业不断变化的需求。其中一个最显着的趋势是，顾客体验越来越被重视，成为企业竞争的差异化因素。在这个消费者选择众多的时代，企业意识到创造卓越的客户体验对于维持客户忠诚度和推动销售的重要性。利用基于人工智慧的个人化技术，企业可以更好地了解客户，预测他们的需求，并提供超越他们期望的客製化体验。这一趋势在零售、酒店和娱乐等行业尤为明显，在这些行业中，个人化体验对客户满意度和品牌忠诚度有着显着的影响。

推动基于人工智慧的个人化技术应用的另一个重要趋势是，人们越来越关注资料隐私以及客户资讯的道德使用。 《一般资料保护规则》(GDPR) 和《加州消费者隐私法案》(CCPA) 等法规的实施，迫使企业确保其资料收集和个人化实践合规且透明。这一趋势正推动企业投资基于人工智慧的个人化解决方案，这些解决方案优先考虑资料隐私和安全，并确保以负责任的方式处理客户资讯。随着企业努力与客户建立信任，基于人工智慧的个人化技术的道德使用正成为其行销策略中的重要考虑因素。

基于人工智慧的个人化技术的采用也受到全通路行销策略兴起的影响。随着消费者透过网站、社群媒体、电子邮件和行动应用程式等多种管道与品牌互动，企业意识到需要统一的个人化方法。以人工智慧为基础的技术能够整合来自不同接触点的数据，使企业能够跨通路提供一致、个人化的体验。这一趋势推动了对能够提供客户互动整体视图并根据全面的客户洞察定制通讯和优惠的解决方案的需求。随着企业寻求提高客户参与和忠诚度，打造无缝全通路体验的能力变得越来越重要。

哪些因素推动了全球基于人工智慧的个人化技术市场的成长？

全球基于人工智慧的个人化技术市场的成长受到多种因素的推动，包括个人化行销需求的不断增长、人工智慧和机器学习技术的进步以及客户参与的日益提高。主要成长要素之一是消费者对个人化体验的期望不断提高。随着客户习惯于量身定制的建议和内容，企业被迫利用基于人工智慧的个人化技术来满足这些期望。有效利用人工智慧提供相关且及时的服务的企业可以在拥挤的市场中脱颖而出，并提高转换率和客户满意度。这种趋势在电子商务、旅游和娱乐等领域尤其明显，这些领域的个人化互动对客户决策有重大影响。

另一个关键的成长要素是人工智慧和机器学习技术的快速发展，这些技术能够实现更先进的数据分析和个人化功能。随着企业累积大量客户数据，他们需要先进的工具来分析这些资讯并获得切实可行的洞察。机器学习演算法能够辨识客户的行为模式和趋势，帮助企业打造高度精准的行销宣传活动和个人化体验。人工智慧技术的持续发展使个人化服务更加便捷有效，并加速其在各种规模的组织中的应用。

全球基于人工智慧的个人化技术市场也受益于对客户参与和客户维繫日益增长的关注。企业意识到与客户建立长期关係的重要性，并优先投资于能够提升参与度和忠诚度的技术。基于人工智慧的个人化解决方案使企业能够创建与客户产生共鸣的有意义的互动，从而培养忠诚度并增加回头客。在各个接触点提供个人化体验的能力正成为推动客户满意度和客户维繫的关键因素，这进一步推动了对基于人工智慧的个人化技术的需求。

由于人工智慧和机器学习的持续进步、个人化体验需求的不断增长以及对客户参与的日益重视，全球基于人工智慧的个人化技术市场有望持续成长。技术创新、市场需求和不断变化的消费者期望之间的动态相互作用将塑造市场的未来，为企业提供新的机会，以增强其个人化策略、优化客户体验并赢得竞争优势。随着企业持续优先考虑数据主导的决策和以客户为中心的方法，基于人工智慧的个人化技术很可能仍将是企业在快速发展的数位领域取得成功的重要工具。

部分

应用程式（网站、展示广告、社交媒体、电子邮件）

受访公司范例

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

人工智慧集成

全球产业分析师正在利用可操作的专家内容和人工智慧工具改变市场和竞争情报。

Global Industry Analysts 并未遵循典型的 LLM 或特定产业的 SLM查询，而是建立了一个从全球专家收集的内容库，其中包括影片录影、部落格、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地、进出口状况（成品和原始OEM）预测其竞争态势的变化。这种复杂且多面向的市场动态预计将以多种方式影响竞争对手，包括销货成本成本 (COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 竞赛

简介目录
Product Code: MCP17038

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

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

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