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AIベースのパーソナライゼーション技術の世界市場

AI based Personalization Technologies

出版日
ページ情報
英文 158 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=148.47円
AIベースのパーソナライゼーション技術の世界市場
出版日: 2025年07月09日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 158 Pages
納期: 即日から翌営業日
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概要

AIベースのパーソナライゼーション技術の世界市場は2030年までに15億米ドルに到達

2024年に7億5,430万米ドルと推定されるAIベースのパーソナライゼーション技術の世界市場は、2024年から2030年にかけてCAGR 12.7%で成長し、2030年には15億米ドルに達すると予測されます。本レポートで分析しているセグメントの一つであるウェブサイトは、CAGR11.8%を記録し、分析期間終了時には5億4,120万米ドルに達すると予測されています。ディスプレイ広告セグメントの成長率は、分析期間でCAGR 14.2%と推定されます。

米国市場は推定2億560万米ドル、中国はCAGR11.7%で成長予測

米国のAIベースのパーソナライゼーション技術市場は、2024年に2億560万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、2024年から2030年の分析期間においてCAGR 11.7%で推移し、2030年には2億3,380万米ドルの市場規模に達すると予測されています。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11.2%と10.8%と予測されています。欧州では、ドイツがCAGR約9.1%で成長すると予測されています。

世界のAIベースのパーソナライゼーション技術市場- 主要動向と成長促進要因を探る

なぜAIベースのパーソナライゼーション技術が業界全体の顧客体験を変革するのか？

AIベースのパーソナライゼーション技術は、今日の競合情勢において、消費者の多様なニーズや嗜好に合わせた体験を提供する上で極めて重要なものとなっています。しかし、これらの技術が企業にとって不可欠な理由は一体何なのだろうか？AIベースのパーソナライゼーションでは、人工知能アルゴリズムを使って顧客のデータ、行動、嗜好を分析し、さまざまなタッチポイントでカスタマイズされた体験を作り出します。これには、パーソナライズされた製品の推奨、ターゲットを絞ったマーケティング・メッセージ、動的なコンテンツ配信、個別の顧客対応などが含まれます。AIを活用することで、企業は顧客満足度を高め、ロイヤルティを育成し、コンバージョン率を向上させ、最終的にビジネスの成長を促進することができます。

AIベースのパーソナライゼーション・テクノロジーの需要は、企業が顧客との有意義で適切なインタラクションを生み出すことの重要性をますます認識するにつれて急増しています。消費者の目が肥え、ニーズに合わせた体験を求めるようになるにつれ、企業はAIを活用して膨大な量のデータを分析し、顧客の嗜好や行動を洞察するようになっています。これらのテクノロジーにより、企業はパーソナライズされたコンテンツやオファーをリアルタイムで提供し、エンゲージメントを高め、カスタマージャーニー全体を改善することができます。eコマース、デジタルマーケティング、オムニチャネル戦略の台頭は、AIベースのパーソナライゼーションの必要性をさらに加速させ、最新のマーケティングおよび顧客関係管理（CRM）戦略の重要な要素となっています。

技術の進歩がAIベースのパーソナライゼーション技術の能力をどのように高めているのか？

AIベースのパーソナライゼーション技術市場は、これらのソリューションの有効性、拡張性、適用性を高める大きな技術的進歩を目の当たりにしてきました。しかし、これらの開発を推進する主なイノベーションとは何だろうか？最も影響力のある進歩の1つは、より高度なデータ分析とパターン認識を可能にする機械学習（ML）アルゴリズムの進化です。MLアルゴリズムは、膨大なデータセットを分析して動向を特定し、顧客の行動を予測することができるため、企業は関連性の高いパーソナライズされた体験をタイムリーに提供することができます。この予測能力により、推奨の精度が高まり、マーケティング・メッセージが個々の消費者の心に響くようになり、その結果、エンゲージメントとコンバージョン率が向上します。

もうひとつの重要なイノベーションは、AIベースのパーソナライゼーション・テクノロジーに自然言語処理（NLP）とセンチメント分析を統合したことです。NLPは、ソーシャルメディア、カスタマーレビュー、チャットボットなど、さまざまなソースからの顧客とのやり取りやフィードバックを分析することを可能にします。言語や感情のニュアンスを理解することで、企業は顧客の感情や好みに合わせてメッセージングやオファーを調整することができます。このレベルのパーソナライゼーションは、顧客とのより深いつながりを育み、全体的なユーザー体験を向上させる。さらに、NLP技術の進歩により、より会話的で人間に近いインタラクションが可能になり、チャットボットやバーチャルアシスタントがパーソナライズされたサポートや推奨を提供する上でより効果的になっています。

リアルタイムのデータ処理能力の台頭も、AIベースのパーソナライゼーション・テクノロジーの状況を一変させています。さまざまなソースから生成される顧客データの量と速度が増大する中、企業はこのデータをリアルタイムで処理・分析できるソリューションを必要としています。リアルタイム・データ・ストリーミングをサポートするテクノロジーにより、企業はパーソナライズされた体験をその場で提供し、変化する顧客の行動や嗜好に瞬時に適応することができます。この機能は、タイムリーで適切なオファーが購買意思決定に大きな影響を与えるeコマースやデジタル・マーケティングにおいて特に価値があります。リアルタイムで体験をパーソナライズする能力は、顧客満足度とロイヤルティを高め、高度なAIベースのパーソナライゼーション技術への需要を促進しています。

さまざまな分野でAIベースのパーソナライゼーション技術の採用を促進している市場動向とは？

消費者と企業のニーズの進化を反映し、さまざまな分野でAIベースのパーソナライゼーション技術の採用が進んでいます。最も顕著な動向の1つは、競争上の差別化要因として顧客体験を重視する傾向が強まっていることです。消費者に無数の選択肢がある時代において、企業はロイヤルティを維持し、売上を促進するために、卓越した顧客体験を創造することの重要性を認識しています。AIベースのパーソナライゼーション・テクノロジーを活用することで、企業は顧客をより深く理解し、ニーズを予測し、期待を上回るオーダーメイドの体験を提供できるようになります。この動向は、パーソナライズされた体験が顧客満足度やブランド・ロイヤルティに大きな影響を与える小売、ホスピタリティ、エンターテインメントなどの業界で特に顕著です。

AIベースのパーソナライゼーション技術の採用を促進するもう1つの重要な動向は、データプライバシーと顧客情報の倫理的使用への注目の高まりです。一般データ保護規則（GDPR）やカリフォルニア州消費者プライバシー法（CCPA）などの規制が施行されたことで、企業はデータ収集とパーソナライゼーションの実践がコンプライアンスに準拠し、透明性が確保されていることを確認する必要に迫られています。この動向により、企業はデータのプライバシーとセキュリティを優先し、顧客情報が責任を持って取り扱われるようにするAIベースのパーソナライゼーション・ソリューションへの投資を促しています。企業が顧客との信頼関係の構築に努める中、AIベースのパーソナライゼーション・テクノロジーの倫理的な使用は、マーケティング戦略において重要な検討事項となってきています。

AIベースのパーソナライゼーション技術の採用は、オムニチャネル・マーケティング戦略の台頭にも影響されています。消費者がウェブサイト、ソーシャルメディア、電子メール、モバイルアプリなど複数のチャネルでブランドと関わるようになり、企業はパーソナライゼーションへの統一的なアプローチの必要性を認識しつつあります。さまざまなタッチポイントのデータを統合できるAIベースのテクノロジーによって、企業はチャネルを横断して一貫性のあるパーソナライズされた体験を提供できるようになります。この動向は、顧客とのインタラクションを全体的に把握し、包括的な顧客インサイトに基づいてメッセージングやオファーを調整できるソリューションへの需要を促進しています。シームレスなオムニチャネル体験を生み出す能力は、企業が顧客エンゲージメントとロイヤルティの向上を目指す中で、ますます重要になってきています。

世界のAIベースのパーソナライゼーション技術市場の成長を促進する要因は？

世界のAIベースのパーソナライゼーション技術市場の成長は、パーソナライズされたマーケティングに対する需要の増加、AIと機械学習技術の進歩、顧客エンゲージメントの重要性の高まりなど、いくつかの要因によってもたらされます。主な成長要因の1つは、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です。顧客はオーダーメイドのレコメンデーションやコンテンツに慣れるため、企業はAIベースのパーソナライゼーション技術を活用してこうした期待に応える必要に迫られています。AIを効果的に活用して適切かつタイムリーなオファーを提供する企業は、混雑したマーケットプレースで差別化を図り、コンバージョン率と顧客満足度を高めることができます。この動向は、パーソナライズされたインタラクションが顧客の意思決定に大きな影響を与えるeコマース、旅行、エンターテインメントなどの分野で特に顕著です。

もう一つの主要な成長要因は、より高度なデータ分析とパーソナライゼーション機能を可能にするAIと機械学習技術の急速な進歩です。企業は膨大な量の顧客データを蓄積しているため、この情報を分析し、実用的な洞察を導き出すための高度なツールを必要としています。機械学習アルゴリズムは、顧客の行動パターンや動向を特定し、企業が高度にターゲット化されたマーケティング・キャンペーンやパーソナライズされた体験を生み出すことを可能にします。AI技術の継続的な進化は、パーソナライゼーションをより身近で効果的なものにし、あらゆる規模の組織での採用を促進しています。

世界のAIベースのパーソナライゼーション技術市場はまた、顧客エンゲージメントと顧客維持への注目の高まりからも恩恵を受けています。企業は顧客との長期的な関係構築の重要性を認識しており、エンゲージメントとロイヤルティを高めるテクノロジーへの投資を優先しています。AIベースのパーソナライゼーション・ソリューションにより、企業は顧客の心に響く有意義なインタラクションを創造し、ロイヤルティを育み、リピーターを増やすことができます。さまざまなタッチポイントでパーソナライズされた体験を提供する能力は、顧客満足と顧客維持を促進する上で重要な要素になりつつあり、AIベースのパーソナライゼーション・テクノロジーの需要はさらに高まっています。

AIと機械学習における継続的な進歩、パーソナライズされた体験に対する需要の増加、顧客エンゲージメントの重視の高まりにより、世界のAIベースのパーソナライゼーション技術市場は持続的な成長の態勢を整えています。技術革新、市場需要、進化する消費者の期待のダイナミックな相互作用が市場の将来を形成し、企業はパーソナライゼーション戦略を強化し、顧客体験を最適化し、競争優位性を獲得する新たな機会を提供します。企業がデータ主導の意思決定と顧客中心のアプローチを優先し続ける中、AIベースのパーソナライゼーション技術は、急速に進化するデジタル情勢を成功に導くための不可欠なツールであり続けると思われます。

セグメント

アプリケーション（ウェブサイト、ディスプレイ広告、ソーシャルメディア、Eメール）

調査対象企業の例

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

AIインテグレーション

Global Industry Analystsは、有効な専門家コンテンツとAIツールにより、市場情報と競合情報を変革しています。

Global Industry Analystsは、一般的なLLMや業界別SLMのクエリに従う代わりに、ビデオ記録、ブログ、検索エンジン調査、大量の企業、製品/サービス、市場データなど、世界中の専門家から収集したコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入（完成品とOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価（COGS）の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

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: 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