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市場調查報告書
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1656346

全球基於人工智慧（AI）的個人化市場

Artificial Intelligence (AI) Based Personalization
出版日期: | 出版商: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.) | 英文 210 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

預計到 2030 年全球基於人工智慧 (AI) 的個人化市場規模將達到 90 億美元

2024 年全球基於人工智慧 (AI) 的個人化市場規模估計為 29 億美元，預計到 2030 年將達到 90 億美元，2024 年至 2030 年的複合年成長率為 20.8%。網站個人化應用是報告中分析的細分市場之一，預計到分析期結束時複合年成長率將達到 23.0%，達到 41 億美元。預計在分析期間內，展示廣告個人化應用領域的複合年成長率為 19.3%。

美國市場規模估計為 7.882 億美元，中國市場預計複合年成長率為 19.1%

預計 2024 年美國基於人工智慧 (AI) 的個人化市場價值將達到 7.882 億美元。中國是世界第二大經濟體，預計到 2030 年市場規模將達到 13 億美元，2024-2030 年分析期間的複合年成長率為 19.1%。其他值得注意的區域市場包括日本和加拿大，預計在分析期間的複合年成長率分別為 19.2% 和 17.5%。在歐洲，預計德國的複合年成長率約為 14.6%。

全球基於人工智慧 (AI) 的個人化市場趨勢和促進因素摘要

人工智慧 (AI) 驅動的個人化正在利用 AI 演算法分析大量客戶資料，從而改變企業與客戶互動的方式。該技術使企業能夠即時識別個人行為、偏好和購買模式，提供複雜的理解，使他們能夠有效地客製化跨多個接觸點的體驗。例如，線上零售商正在使用基於人工智慧的個人化服務，透過根據用戶的瀏覽和購買歷史提供產品推薦、動態定價和有針對性的促銷，顯著改善購物體驗並提高銷售。類似地，串流媒體服務使用這些技術來提供根據個人觀眾偏好量身定做的內容推薦，從而提高參與度和保留率。行銷平台還可以從 AI 個人化中受益，透過創建客製化的電子郵件宣傳活動和社群媒體廣告，使受眾定位更加相關和高效。

基於人工智慧的個人化的成長將受到其顯著增強客戶參與和提高轉換率的能力的推動。透過提供與個人興趣和需求密切相關的內容和建議，企業不僅可以增加參與度，還可以培養更深層的品牌忠誠度和客戶擁護。根據過去行為的個人化參與可以鼓勵衝動購買並推動有效的交叉銷售和提高銷售策略。此外，人工智慧演算法可以繪製客戶旅程，識別關鍵互動點，並最佳化每個階段的內容傳送，引導客戶順利完成購買旅程，並提高整體客戶體驗和滿意度。

有幾個因素推動了各行業採用基於人工智慧的個人化。消費者對個人化體驗的期望不斷提高，促使企業採用這些技術來保持競爭力。此外，全通路行銷的策略轉變需要在所有平台上進行一致、個人化的互動，包括網路、行動、社群媒體和實體店，這使得人工智慧驅動的個人化至關重要。遵守 GDPR 和 CCPA 等法規也推動企業走向 AI 個人化技術，這些技術提供強大的資料保護和同意管理工具，以確保資料隱私並建立客戶信任。最後，AI個人化與客戶資料平台（CDP）的結合，讓企業能夠利用統一的客戶檔案和行為資料來提供更有針對性、更有效的個人化體驗，凸顯了先進的AI應用與數位行銷策略之間日益增強的協同效應。

部分

應用程式（網站個人化、展示廣告個人化、社交媒體個人化、電子郵件個人化和其他應用程式）

受訪公司範例（23家值得關注的公司）

  • Accenture PLC
  • Acquia, Inc.
  • Algonomy Software Private Limited
  • Amazon Web Services, Inc.
  • Bloomreach
  • Frosmo
  • Oracle Corporation
  • Verint Systems, Inc.
  • ZS Associates, Inc.

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 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: MCP23226

Global Artificial Intelligence (AI) Based Personalization Market to Reach US$9.0 Billion by 2030

The global market for Artificial Intelligence (AI) Based Personalization estimated at US$2.9 Billion in the year 2024, is expected to reach US$9.0 Billion by 2030, growing at a CAGR of 20.8% over the analysis period 2024-2030. Website Personalization Application, one of the segments analyzed in the report, is expected to record a 23.0% CAGR and reach US$4.1 Billion by the end of the analysis period. Growth in the Display Ads Personalization Application segment is estimated at 19.3% CAGR over the analysis period.

The U.S. Market is Estimated at US$788.2 Million While China is Forecast to Grow at 19.1% CAGR

The Artificial Intelligence (AI) Based Personalization market in the U.S. is estimated at US$788.2 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$1.3 Billion by the year 2030 trailing a CAGR of 19.1% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 19.2% and 17.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 14.6% CAGR.

Global Artificial Intelligence (AI) Based Personalization Market - Key Trends and Drivers Summarized

Artificial Intelligence (AI) based personalization is transforming how businesses interact with their customers by leveraging AI algorithms to analyze extensive customer data. This technology enables organizations to discern individual behaviors, preferences, and purchasing patterns in real-time, providing a sophisticated understanding that empowers businesses to tailor experiences across multiple touchpoints effectively. For instance, online retailers utilize AI-based personalization to offer product recommendations, dynamic pricing, and targeted promotions based on a user's browsing and purchasing history, which significantly enhances the shopping experience and boosts sales. Similarly, streaming services use these technologies to deliver content recommendations tailored to individual viewer preferences, increasing engagement and retention. Marketing platforms also benefit from AI personalization by enabling the creation of customized email campaigns and social media ads, improving relevance and efficiency in audience targeting.

The growth of AI-based personalization is driven by its ability to substantially enhance customer engagement and improve conversion rates. By delivering content and recommendations that align closely with individual interests and needs, businesses not only boost engagement but also foster deeper brand loyalty and customer advocacy. The technology's capacity to refine customer interactions leads to higher conversion rates, as personalized engagements based on previous behaviors encourage impulse buys and facilitate effective cross-selling and upselling strategies. Furthermore, AI algorithms can meticulously map out customer journeys, identifying crucial interaction points and optimizing content delivery at each stage to guide customers smoothly towards making a purchase, enhancing overall customer experience and satisfaction.

Several factors are propelling the adoption of AI-based personalization across various industries. Increased consumer expectations for personalized experiences push businesses to adopt these technologies to stay competitive. Additionally, the strategic shift towards omnichannel marketing requires consistent personalized interactions across all platforms—from web and mobile to social media and physical stores—making AI personalization indispensable. Regulatory compliance with laws like GDPR and CCPA also drives businesses towards AI personalization technologies that offer robust data protection and consent management tools, ensuring data privacy and building customer trust. Lastly, the integration of AI personalization with Customer Data Platforms (CDPs) enables businesses to utilize unified customer profiles and behavioral data to deliver even more targeted and effective personalized experiences, highlighting the growing synergy between advanced AI applications and digital marketing strategies.

SCOPE OF STUDY:

The report analyzes the Artificial Intelligence (AI) Based Personalization market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Application (Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization, Other Applications)

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 23 Featured) -

  • Accenture PLC
  • Acquia, Inc.
  • Algonomy Software Private Limited
  • Amazon Web Services, Inc.
  • Bloomreach
  • Frosmo
  • Oracle Corporation
  • Verint Systems, Inc.
  • ZS Associates, Inc.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Global Economic Update
    • Artificial Intelligence (AI) Based Personalization - 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
    • Expanding E-commerce Sector Drives Adoption of AI-Based Personalization
    • Here's How AI Personalization Enhances Customer Experience Across Digital Platforms
    • Advancements in Predictive Analytics Propel Growth in Personalized Marketing
    • Increased Demand for Personalized Content Generation Strengthens Business Case for AI
    • Here's the Story Behind AI Personalization in Financial Services
    • Adoption of AI Personalization in Healthcare Throws the Spotlight On Customized Patient Care
    • Growing Use of Voice Assistants and Smart Devices Expands Opportunities for AI Personalization
    • AI Personalization Transforms the Education Sector
    • Integration of AI Personalization in Mobile Applications Spurs User Engagement
    • AI Personalization in Gaming: Creating Dynamic and Immersive Experiences
    • Emergence of Real-Time Personalization in Advertising Throws the Spotlight On Media and Entertainment
    • Here's How AI Personalization is Reshaping Travel and Hospitality Services
    • Privacy Regulations and Data Protection: Navigating Through Challenges in AI Personalization
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Artificial Intelligence (AI) Based Personalization Market Analysis of Annual Sales in US$ Thousand for Years 2022 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization 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 Artificial Intelligence (AI) Based Personalization 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 2022 through 2023 and % CAGR
    • TABLE 4: World 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2022, 2025 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Website Personalization 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 Personalization 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 2022 through 2023 and % CAGR
    • TABLE 7: World 8-Year Perspective for Website Personalization by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Display Ads Personalization 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 Personalization 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 2022 through 2023 and % CAGR
    • TABLE 10: World 8-Year Perspective for Display Ads Personalization by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Social Media Personalization 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 Personalization 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 2022 through 2023 and % CAGR
    • TABLE 13: World 8-Year Perspective for Social Media Personalization by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for eMail Personalization 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 eMail Personalization 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 2022 through 2023 and % CAGR
    • TABLE 16: World 8-Year Perspective for eMail Personalization by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Other Applications 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 18: World Historic Review for Other Applications 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 2022 through 2023 and % CAGR
    • TABLE 19: World 8-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2022, 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Artificial Intelligence (AI) Based Personalization Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 20: USA Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 21: USA Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 22: USA 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030
  • CANADA
    • TABLE 23: Canada Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 24: Canada Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 25: Canada 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030
  • JAPAN
    • Artificial Intelligence (AI) Based Personalization Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 26: Japan Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 27: Japan Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 28: Japan 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030
  • CHINA
    • Artificial Intelligence (AI) Based Personalization Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 29: China Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 30: China Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 31: China 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030
  • EUROPE
    • Artificial Intelligence (AI) Based Personalization Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 32: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization 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 33: Europe Historic Review for Artificial Intelligence (AI) Based Personalization by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 34: Europe 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2022, 2025 & 2030
    • TABLE 35: Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 36: Europe Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 37: Europe 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030
  • FRANCE
    • Artificial Intelligence (AI) Based Personalization Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 38: France Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: France Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 40: France 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030
  • GERMANY
    • Artificial Intelligence (AI) Based Personalization Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 41: Germany Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 42: Germany Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 43: Germany 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030
  • ITALY
    • TABLE 44: Italy Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Italy Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 46: Italy 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030
  • UNITED KINGDOM
    • Artificial Intelligence (AI) Based Personalization Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 47: UK Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 48: UK Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 49: UK 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030
  • REST OF EUROPE
    • TABLE 50: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Rest of Europe Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 52: Rest of Europe 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence (AI) Based Personalization Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 53: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 54: Asia-Pacific Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 55: Asia-Pacific 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030
  • REST OF WORLD
    • TABLE 56: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Rest of World Historic Review for Artificial Intelligence (AI) Based Personalization by Application - Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2022 through 2023 and % CAGR
    • TABLE 58: Rest of World 8-Year Perspective for Artificial Intelligence (AI) Based Personalization by Application - Percentage Breakdown of Value Sales for Website Personalization, Display Ads Personalization, Social Media Personalization, eMail Personalization and Other Applications for the Years 2022, 2025 & 2030

IV. COMPETITION