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市場調査レポート
商品コード
1656346

人工知能（AI）に基づくパーソナライゼーションの世界市場

Artificial Intelligence (AI) Based Personalization

出版日
ページ情報
英文 210 Pages
納期
即日から翌営業日
適宜更新あり
人工知能（AI）に基づくパーソナライゼーションの世界市場
出版日: 2025年02月17日
発行: Market Glass, Inc. (Formerly Global Industry Analysts, Inc.)
ページ情報: 英文 210 Pages
納期: 即日から翌営業日
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  • 概要
  • 目次
概要

人工知能（AI）に基づくパーソナライゼーションの世界市場は2030年までに90億米ドルに達する見込み

2024年に29億米ドルと推定される人工知能（AI）に基づくパーソナライゼーションの世界市場は、2024年から2030年にかけてCAGR 20.8%で成長し、2030年には90億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるウェブサイトパーソナライゼーションアプリケーションは、CAGR 23.0%を記録し、分析期間終了時には41億米ドルに達すると予測されます。ディスプレイ広告パーソナライゼーションアプリケーションセグメントの成長率は、分析期間中CAGR 19.3%と推定されます。

米国市場は7億8,820万米ドルと推定、中国はCAGR19.1％で成長予測

米国の人工知能（AI）に基づくパーソナライゼーション市場は、2024年に7億8,820万米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに13億米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは19.1%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ19.2％と17.5％と予測されています。欧州では、ドイツがCAGR約14.6%で成長すると予測されています。

世界の人工知能（AI）に基づくパーソナライゼーション市場動向と促進要因まとめ

人工知能（AI）に基づくパーソナライゼーションは、AIアルゴリズムを活用して広範な顧客データを分析することで、企業が顧客と対話する方法を変革しています。この技術により、企業は個人の行動、嗜好、購買パターンをリアルタイムで識別できるようになり、洗練された理解を提供することで、複数のタッチポイントにおける体験を効果的に調整できるようになります。例えば、オンライン小売業者はAIベースのパーソナライゼーションを活用し、ユーザーの閲覧履歴や購買履歴に基づいて商品の推奨、ダイナミックな価格設定、ターゲットを絞ったプロモーションを提供することで、ショッピング体験を大幅に向上させ、売上を伸ばしています。同様に、ストリーミング・サービスでは、これらのテクノロジーを利用して、個々の視聴者の好みに合わせたおすすめコンテンツを配信し、エンゲージメントとリテンションを高めています。マーケティング・プラットフォームも、カスタマイズされたEメール・キャンペーンやソーシャルメディア広告の作成を可能にし、オーディエンス・ターゲティングの関連性と効率を向上させることで、AIパーソナライゼーションの恩恵を受けています。

AIベースのパーソナライゼーションの成長は、顧客エンゲージメントを大幅に強化し、コンバージョン率を向上させる能力によってもたらされます。個人の興味やニーズに密接に沿ったコンテンツやレコメンデーションを提供することで、企業はエンゲージメントを高めるだけでなく、より深いブランド・ロイヤルティと顧客支持を促進することができます。過去の行動に基づきパーソナライズされたエンゲージメントが衝動買いを促し、効果的なクロスセリングやアップセリング戦略を促進するからです。さらに、AIアルゴリズムはカスタマージャーニーを綿密にマッピングし、重要なインタラクションポイントを特定し、各段階でのコンテンツ配信を最適化することで、顧客をスムーズに購入へと導き、全体的な顧客体験と満足度を高めることができます。

さまざまな業界でAIベースのパーソナライゼーションの導入が進んでいる背景には、いくつかの要因があります。パーソナライズされた体験に対する消費者の期待の高まりが、競争力を維持するために企業がこうしたテクノロジーを採用することを後押ししています。さらに、オムニチャネル・マーケティングへの戦略的転換により、ウェブ、モバイル、ソーシャルメディア、実店舗など、あらゆるプラットフォームで一貫したパーソナライズされたインタラクションが必要となり、AIによるパーソナライゼーションが不可欠となっています。GDPRやCCPAのような法規制へのコンプライアンスも、堅牢なデータ保護と同意管理ツールを提供するAIパーソナライゼーション・テクノロジーに企業を向かわせ、データ・プライバシーを確保し、顧客の信頼を構築します。最後に、AIパーソナライゼーションとカスタマー・データ・プラットフォーム（CDP）の統合により、企業は統合された顧客プロファイルと行動データを活用して、さらにターゲットを絞った効果的なパーソナライズ体験を提供できるようになり、高度なAIアプリケーションとデジタル・マーケティング戦略の相乗効果が高まっていることが浮き彫りになっています。

セグメント

アプリケーション（ウェブサイト・パーソナライゼーション、ディスプレイ広告パーソナライゼーション、ソーシャルメディア・パーソナライゼーション、eメール・パーソナライゼーション、その他のアプリケーション）

調査対象企業の例（注目の23社）

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

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
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