Artificial Intelligence (AI) Based Personalization

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, 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 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 & Drivers Summarized

The Power of AI-Based Personalization Across Industries

AI-based personalization is redefining how companies engage with customers, users, and even employees by delivering experiences that are context-aware, hyper-targeted, and dynamically adaptive. At the heart of this transformation is the ability of artificial intelligence to process vast volumes of behavioral, transactional, and contextual data in real time, enabling systems to tailor content, services, and product recommendations at an individual level. What began as a marketing tactic in e-commerce and streaming platforms has now evolved into a full-fledged business strategy across industries such as finance, healthcare, education, retail, and media. The rise of omnichannel engagement, coupled with growing customer expectations for relevance and convenience, is driving the expansion of AI-based personalization solutions across digital touchpoints.

A major trend propelling the market is the integration of machine learning algorithms with customer data platforms (CDPs), which unify data from various sources to create a centralized user profile. These AI models can predict user intent, segment audiences, and optimize experience flows in real time—improving conversion rates, retention, and satisfaction. Another key trend is the emergence of real-time adaptive personalization, where systems adjust messaging, layouts, or content dynamically based on user behavior, location, device, and even emotional cues. Companies are also deploying personalization engines powered by deep learning and natural language processing (NLP) to personalize search results, automate content generation, and craft individualized marketing messages at scale.

How Is AI Enabling Hyper-Personalized Customer Journeys?

AI is revolutionizing customer journeys by enabling continuous personalization that evolves with user preferences, feedback, and behavioral signals. Unlike rule-based personalization, which relies on predefined triggers or segments, AI-based systems learn from user interactions over time to deliver increasingly precise and relevant experiences. In e-commerce, for instance, AI tracks browsing behavior, purchase history, and click patterns to recommend products uniquely suited to each customer’s taste and needs. Personalized pricing, cart abandonment interventions, and dynamic bundling are now commonly driven by AI models that anticipate customer actions before they occur.

In digital media and entertainment, AI curates personalized playlists, viewing queues, and content recommendations that align with user sentiment, engagement history, and genre preferences. In banking and financial services, AI delivers personalized financial advice, tailored product offerings, and predictive alerts—such as budget reminders or investment opportunities—based on transaction data and life events. AI also powers personalization in travel and hospitality, adjusting offers and itineraries based on user profiles, past bookings, and even weather patterns. These capabilities ensure that every customer interaction feels timely, relevant, and value-driven, strengthening loyalty and enhancing lifetime value.

Where Else Is AI-Based Personalization Making Strategic Impact?

Beyond consumer-facing industries, AI-based personalization is gaining ground in enterprise applications and public services. In healthcare, AI is being used to personalize treatment plans, medication schedules, and wellness recommendations based on patient history, genomics, and lifestyle data. Virtual health assistants and telemedicine platforms are leveraging AI to deliver customized patient education and self-care support. In education, adaptive learning systems use AI to tailor content delivery and assessment pathways to each student’s pace, strengths, and learning style—improving engagement and outcomes across age groups and learning environments.

In human resources and workforce management, AI is enabling personalized learning and development programs, recommending upskilling opportunities, and aligning individual career goals with organizational objectives. Enterprise software platforms are incorporating AI-driven personalization into dashboards, user interfaces, and workflow automations to improve productivity and employee satisfaction. Even smart cities and public administrations are deploying AI-based personalization to deliver citizen-centric services, from customized transportation updates to personalized civic engagement platforms. These cross-sector applications reflect a broader shift toward data-driven personalization as a core strategy for enhancing efficiency, satisfaction, and systemic responsiveness.

What’s Fueling the Growth in the AI-Based Personalization Market?

The growth in the AI-based personalization market is driven by several factors rooted in technological innovation, user behavior evolution, and increasing pressure for customer-centric engagement models. One of the most significant drivers is the exponential growth of user data from digital interactions, mobile usage, and connected devices—providing the raw material for AI models to analyze and act upon. The advancement of machine learning, particularly deep learning and reinforcement learning, has enabled systems to continuously learn and improve personalization accuracy without constant human intervention.

The expansion of omnichannel ecosystems is also a key enabler, requiring brands to maintain continuity in user experience across web, mobile, email, social, and physical channels. AI-based personalization tools are being deployed to stitch together these experiences and maintain context as users move across platforms. Cloud computing and scalable AI infrastructure have further lowered the barrier to entry, allowing organizations of all sizes to implement advanced personalization strategies without building complex internal systems. Moreover, the proliferation of plug-and-play personalization engines, API-based integrations, and no-code AI tools is accelerating enterprise adoption across industries.

Additionally, the demand for real-time decisioning in customer interactions is pushing the development of personalization systems that can respond to behavioral changes and contextual shifts in milliseconds. Regulatory emphasis on transparency, data privacy, and consent—particularly under frameworks like GDPR and CCPA—is prompting companies to adopt AI solutions with built-in ethical and compliance mechanisms. Finally, the competitive imperative to differentiate through customer experience is driving enterprises to invest in AI as a strategic lever, embedding personalization not just in marketing, but across the entire customer and employee journey. These converging factors are establishing AI-based personalization as a key growth engine in the digital economy.

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.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs CBob 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 artificially increasing the COGS, reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

We are diligently following expert opinions of leading Chief Economists (14,949), Think Tanks (62), Trade & Industry bodies (171) worldwide, as they assess impact and address new market realities for their ecosystems. Experts and economists from every major country are tracked for their opinions on tariffs and how they will impact their countries.

We expect this chaos to play out over the next 2-3 months and a new world order is established with more clarity. We are tracking these developments on a real time basis.

As we release this report, U.S. Trade Representatives are pushing their counterparts in 183 countries for an early closure to bilateral tariff negotiations. Most of the major trading partners also have initiated trade agreements with other key trading nations, outside of those in the works with the United States. We are tracking such secondary fallouts as supply chains shift.

To our valued clients, we say, we have your back. We will present a simplified market reassessment by incorporating these changes!

APRIL 2025: NEGOTIATION PHASE

Our April release addresses the impact of tariffs on the overall global market and presents market adjustments by geography. Our trajectories are based on historic data and evolving market impacting factors.

JULY 2025 FINAL TARIFF RESET

Complimentary Update: Our clients will also receive a complimentary update in July after a final reset is announced between nations. The final updated version incorporates clearly defined Tariff Impact Analyses.

Reciprocal and Bilateral Trade & Tariff Impact Analyses:

USA
CHINA
MEXICO
CANADA
EU
JAPAN
INDIA
176 OTHER COUNTRIES.

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I. METHODOLOGY
II. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
Influencer Market Insights
Tariff Impact on Global Supply Chain Patterns
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

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