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市場調查報告書
商品編碼
1765441

基於人工智慧的個人化技術的全球市場

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個工作天內

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簡介目錄

到 2030 年，全球基於人工智慧的個人化技術市場規模將達到 15 億美元

全球基於人工智慧的個人化技術市場規模預計在2024年為7.543億美元，到2030年將達到15億美元，2024年至2030年的複合年成長率為12.7%。網站是本報告分析的細分市場之一，預計其複合年成長率為11.8%，到分析期結束時將達到5.412億美元。展示廣告細分市場在分析期間的複合年成長率預計為14.2%。

美國市場規模估計為 2.056 億美元，中國市場預計複合年成長率為 11.7%

美國基於人工智慧的個人化技術市場規模預計在2024年達到2.056億美元。作為世界第二大經濟體，中國預計在2030年達到2.338億美元的市場規模，在2024年至2030年的分析期內，複合年成長率為11.7%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率分別為11.2%和10.8%。在歐洲，預計德國市場的複合年成長率約為9.1%。

全球基於人工智慧的個人化技術市場—探索關鍵趨勢和成長動力

為什麼基於人工智慧的個人化技術將改變各行各業的客戶體驗

在當今競爭激烈的市場中，基於人工智慧的個人化技術已成為至關重要的因素，能夠根據消費者的多樣化需求和偏好提供量身定做的體驗。但是是什麼讓這些技術對企業如此重要呢？基於人工智慧的個人化使用人工智慧演算法分析客戶數據、行為和偏好，從而在各個接觸點打造客製化的體驗。這包括個人化的產品推薦、精準的行銷訊息、動態內容傳送、個人化的客戶互動等等。利用人工智慧，企業可以提高客戶滿意度、培養忠誠度、提升轉換率，並最終推動業務成長。

隨著企業日益意識到與客戶建立有意義且相關的互動的重要性，對基於人工智慧的個人化技術的需求也隨之飆升。隨著消費者的眼光愈發敏銳，並要求獲得符合自身需求的客製化體驗，企業紛紛轉向人工智慧來分析大量數據，以深入了解客戶的偏好和行為。這些技術使企業能夠即時提供個人化的內容和優惠，從而提升客戶參與度並改善整個客戶旅程。電子商務、數位行銷和全通路策略的興起進一步加速了對基於人工智慧的個人化的需求，使其成為現代行銷和客戶關係管理 (CRM) 策略的關鍵組成部分。

科技進步如何增強基於人工智慧的個人化技術的能力？

基於人工智慧的個人化技術市場已見證重大技術進步，這些進步提高了這些解決方案的有效性、擴充性和適用性。但推動這些發展的關鍵創新是什麼呢？最具影響力的進步之一是機器學習 (ML) 演算法的演進，它實現了更高級的數據分析和模式識別。 ML 演算法可以分析大量資料集以識別趨勢並預測客戶行為，從而使企業能夠提供及時、相關且個人化的體驗。這種預測能力提高了建議的準確性，並確保行銷訊息能引起個別消費者的共鳴，從而提高參與度和轉換率。

另一項關鍵創新是將自然語言處理 (NLP) 和情感分析融入基於人工智慧的個人化技術。 NLP 能夠分析來自社群媒體、客戶評論和聊天機器人等各種來源的客戶互動和回饋。了解語言和情感的細微差別，使企業能夠根據客戶的情緒和偏好量身定做通訊和優惠。這種程度的個人化能夠促進與客戶更深層的聯繫，並提升整體使用者體驗。此外，NLP 技術的進步使得互動更具對話性和人性化，使聊天機器人和虛擬助理能夠更有效地提供個人化支援和建議。

即時數據處理能力的興起也正在改變基於人工智慧的個人化技術的模式。隨著各種來源產生的客戶資料量和速度不斷成長，企業需要能夠即時處理和分析這些資料的解決方案。支援即時資料流的技術使企業能夠動態提供個人化體驗，並立即適應不斷變化的客戶行為和偏好。這種能力在電子商務和數位行銷中尤其有價值，因為及時和相關的優惠對購買決策有重大影響。即時個人化體驗的能力可以提高客戶滿意度和忠誠度，從而推動對基於人工智慧的先進個人化技術的需求。

哪些市場趨勢推動了各個垂直產業採用基於人工智慧的個人化技術？

基於人工智慧的個人化技術正在被各行各業所採用，這反映了消費者和企業不斷變化的需求。其中一個最顯著的趨勢是，顧客體驗越來越被重視，成為企業競爭的差異化因素。在這個消費者選擇眾多的時代，企業意識到創造卓越的客戶體驗對於維持客戶忠誠度和推動銷售的重要性。利用基於人工智慧的個人化技術，企業可以更好地了解客戶，預測他們的需求，並提供超越他們期望的客製化體驗。這一趨勢在零售、酒店和娛樂等行業尤為明顯，在這些行業中，個人化體驗對客戶滿意度和品牌忠誠度有著顯著的影響。

推動基於人工智慧的個人化技術應用的另一個重要趨勢是，人們越來越關注資料隱私以及客戶資訊的道德使用。 《一般資料保護規則》(GDPR) 和《加州消費者隱私法案》(CCPA) 等法規的實施，迫使企業確保其資料收集和個人化實踐合規且透明。這一趨勢正推動企業投資基於人工智慧的個人化解決方案，這些解決方案優先考慮資料隱私和安全，並確保以負責任的方式處理客戶資訊。隨著企業努力與客戶建立信任，基於人工智慧的個人化技術的道德使用正成為其行銷策略中的重要考慮因素。

基於人工智慧的個人化技術的採用也受到全通路行銷策略興起的影響。隨著消費者透過網站、社群媒體、電子郵件和行動應用程式等多種管道與品牌互動，企業意識到需要統一的個人化方法。以人工智慧為基礎的技術能夠整合來自不同接觸點的數據，使企業能夠跨通路提供一致、個人化的體驗。這一趨勢推動了對能夠提供客戶互動整體視圖並根據全面的客戶洞察客製化通訊和優惠的解決方案的需求。隨著企業尋求提高客戶參與和忠誠度，打造無縫全通路體驗的能力變得越來越重要。

哪些因素推動了全球基於人工智慧的個人化技術市場的成長？

全球基於人工智慧的個人化技術市場的成長受到多種因素的推動，包括個人化行銷需求的不斷成長、人工智慧和機器學習技術的進步以及客戶參與的日益提高。主要成長要素之一是消費者對個人化體驗的期望不斷提高。隨著客戶習慣於量身定做的建議和內容，企業被迫利用基於人工智慧的個人化技術來滿足這些期望。有效利用人工智慧提供相關且及時的服務的企業可以在擁擠的市場中脫穎而出，並提高轉換率和客戶滿意度。這種趨勢在電子商務、旅遊和娛樂等領域尤其明顯，這些領域的個人化互動對客戶決策有重大影響。

另一個關鍵的成長要素是人工智慧和機器學習技術的快速發展，這些技術能夠實現更先進的數據分析和個人化功能。隨著企業累積大量客戶數據，他們需要先進的工具來分析這些資訊並獲得切實可行的洞察。機器學習演算法能夠辨識客戶的行為模式和趨勢，幫助企業打造高度精準的行銷宣傳活動和個人化體驗。人工智慧技術的持續發展使個人化服務更加便捷有效，並加速其在各種規模的組織中的應用。

全球基於人工智慧的個人化技術市場也受益於對客戶參與和客戶維繫日益成長的關注。企業意識到與客戶建立長期關係的重要性，並優先投資於能夠提升參與度和忠誠度的技術。基於人工智慧的個人化解決方案使企業能夠創建與客戶產生共鳴的有意義的互動，從而培養忠誠度並增加回頭客。在各個接觸點提供個人化體驗的能力正成為推動客戶滿意度和客戶維繫的關鍵因素，這進一步推動了對基於人工智慧的個人化技術的需求。

由於人工智慧和機器學習的持續進步、個人化體驗需求的不斷成長以及對客戶參與的日益重視，全球基於人工智慧的個人化技術市場有望持續成長。技術創新、市場需求和不斷變化的消費者期望之間的動態相互作用將塑造市場的未來，為企業提供新的機會，以增強其個人化策略、最佳化客戶體驗並贏得競爭優勢。隨著企業持續優先考慮數據主導的決策和以客戶為中心的方法，基於人工智慧的個人化技術很可能仍將是企業在快速發展的數位領域取得成功的重要工具。

部分

應用程式（網站、展示廣告、社交媒體、電子郵件）

受訪公司範例

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

人工智慧整合

全球產業分析師正在利用可操作的專家內容和人工智慧工具改變市場和競爭情報。

Global Industry Analysts 並未遵循典型的 LLM 或特定產業的 SLM查詢，而是建立了一個從全球專家收集的內容庫，其中包括影片錄影、部落格、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地、進出口狀況（成品和原始OEM）預測其競爭態勢的變化。這種複雜且多面向的市場動態預計將以多種方式影響競爭對手，包括銷貨成本成本 (COGS) 上升、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 競賽

簡介目錄
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