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市場調查報告書
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1852275

2025年利用人工智慧（AI）進行互動廣告（廣告）個人化的全球市場報告

Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Global Market Report 2025
出版日期: | 出版商: The Business Research Company | 英文 250 Pages | 商品交期: 2-10個工作天內

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簡介目錄

近年來，以人工智慧 (AI) 為基礎的互動廣告（廣告個人化）市場規模迅速擴張，從 2024 年的 72.9 億美元成長至 2025 年的 89.7 億美元，複合年成長率達 23.0%。這段歷史性時期的成長與數位轉型加速、網路存取不斷擴展、人工智慧研發投入不斷增加、軟體即服務 (SaaS) 的廣泛應用以及對個人化客戶體驗日益成長的需求息息相關。

預計未來幾年，使用人工智慧 (AI) 的互動式廣告 (廣告個人化) 市場規模將呈指數級成長，到 2029 年將達到 203.2 億美元，複合年成長率為 22.7%。預測期內預計的成長動力包括人工智慧的使用日益增多、混合雲端架構的採用日益增多、對資料主導行銷的需求日益成長、以資料為中心的世界不斷發展以及正在創建的客戶資料量日益增加。在此期間預計的主要趨勢包括搜尋在廣告中的應用日益增多、擴增實境(AR) 在個性化廣告中的成長、預測分析在鎖定客戶中的使用日益增多、以隱私為中心的人工智慧個性化技術的出現以及邊緣計算在即時廣告客製化中的整合。

人工智慧 (AI) 驅動的互動廣告（廣告個人化）利用人工智慧演算法和機器學習，根據用戶偏好、行為和線上活動創建動態客製化廣告。這種方法透過在最有效的時間向合適的受眾傳遞合適的訊息，增強了用戶互動，提升了廣告相關性，並提高了轉換率。

人工智慧驅動的互動式廣告個人化主要包括軟體和服務。軟體由人工智慧主導的平台和工具組成，用於促進個人化廣告的定位、最佳化和投放。這些解決方案提供多種部署模式，包括雲端基礎和本地部署，並可滿足從中小型企業到大型企業等各種規模的企業的需求。該技術應用於眾多領域，包括零售和電子商務、媒體和娛樂、銀行、金融服務和保險 (BFSI)、醫療保健、汽車以及旅遊和酒店業，服務於包括廣告商、出版商和代理商在內的廣泛終端用戶。

2025年春季，美國關稅的突然上調及其引發的貿易摩擦對媒體產業，尤其是內容製作、廣播和數位發行領域產生了重大影響。進口視聽設備、編輯軟體和廣播技術的關稅上調，導致媒體公司的製作和營運成本上升。影視工作室採購外國製造的攝影機、燈光系統和後製工具的成本增加，而新聞和廣播公司面臨傳輸設備和衛星服務成本上漲的困境。此外，國際市場的報復性關稅限制了美國媒體內容的出口，限制了全球收益潛力。為此，媒體公司紛紛轉向國內供應商，擴展數位平台，並投資人工智慧主導的內容製作，精簡營運流程，並在動盪的全球貿易環境中保持競爭力。

本研究報告是商業研究公司（The Business Research Company）新報告系列的一部分，該系列提供了人工智慧 (AI) 驅動的互動式廣告個人化市場統計數據，包括全球市場規模、各地區佔有率、競爭對手的人工智慧 (AI) 驅動的互動式廣告個人化市場佔有率、詳細的互動式 (AI) 驅動的互動廣告個人化市場這份由人工智慧 (AI) 驅動的互動式廣告個人化市場研究報告提供了所有必要資訊的完整展望，並對行業現狀和未來情況進行了詳細分析。

正在進行的數位轉型預計將推動人工智慧 (AI) 驅動的互動式廣告 (ad) 個人化市場的成長。數位轉型是指跨組織採用數位技術來重組營運和提高客戶價值。隨著企業擴大採用這些技術來提高效率、降低成本並提供更快、更可靠的服務，由人工智慧驅動的互動式廣告個人化透過提供有針對性的、數據主導的行銷體驗發揮關鍵作用。這種方法簡化了廣告流程，增強了客戶參與，並利用即時洞察來最佳化策略並加強品牌和受眾之間的聯繫。例如，2023 年 11 月，GOV.UK 報告稱，政府數位和數據專業在六個月內成長了 9%，達到 28,337 人，凸顯了數位轉型的更廣泛趨勢。這一勢頭正在推動由人工智慧驅動的互動式廣告個人化市場的成長。

在使用人工智慧 (AI) 進行互動式廣告個人化的市場中，主要企業正在推廣支援 AI 的生成式企業應用程式，以改善客戶體驗並提高轉換率。這些應用程式使用 AI 根據資料模式和使用者輸入自動生成內容、洞察和解決方案，從而改善決策、自動執行任務並在整體業務營運中提供個人化體驗。例如，2024 年 10 月，美國軟體公司 Adob​​e 宣布推出 Adob​​e GenStudio for Performance Marketing，這是一款以 AI 為先的生成式企業應用程式，旨在加速全球廣告和行銷宣傳活動。該平台連接行銷和創新團隊，並利用 Adob​​e Firefly 和第三方 AI 模型快速創建和管理個人化的品牌內容，包括付費社交廣告、展示廣告和行銷電子郵件。

2025年6月，美國雲端軟體公司Braze Inc.以3.25億日圓收購了OfferFit。此次收購旨在將OfferFit先進的多智慧體強化學習引擎整合到Braze的客戶互動平台，增強其人工智慧主導的個人化和自動化能力。此次收購支持了Braze基於智慧體的人工智慧願景，即透過大規模提供高度相關且最佳化的客戶旅程，徹底改變客戶參與。 OfferFit Inc.也位於美國，專注於利用人工智慧進行互動式廣告個人化。

人工智慧 (AI) 驅動的互動廣告（廣告個人化）市場由提供客戶資料平台 (CDP) 服務、行為分析服務、預測模型服務、內容推薦和程式化廣告等服務的營業單位所賺取的收入構成。市場價值還包括服務供應商銷售或包含在其服務產品中的相關商品的收益。僅包括企業之間交易或銷售給最終消費者的商品和服務。

目錄

第1章執行摘要

第2章 市場特徵

第3章 市場趨勢與策略

第4章 市場：宏觀經濟情景，包括利率、通膨、地緣政治、貿易戰和關稅，以及新冠疫情和復甦對市場的影響

第5章 全球成長分析與策略分析框架

  • 全球人工智慧（AI）驅動的互動廣告（廣告）個人化：PESTEL分析（政治、社會、科技、環境、法律因素、促進因素與限制因素）
  • 最終用途產業分析
  • 全球基於人工智慧（AI）的互動廣告（廣告）個人化市場：成長率分析
  • 全球人工智慧（AI）賦能的互動廣告（廣告）個人化市場表現：規模與成長，2019-2024
  • 全球人工智慧 (AI) 賦能的互動廣告 (廣告) 個人化市場預測：規模與成長，2024-2029 年，2034 年預測
  • 全球人工智慧 (AI) 驅動的互動廣告 (廣告) 個人化：總目標市場 (TAM)

第6章 市場細分

  • 全球基於人工智慧 (AI) 的互動廣告 (廣告) 個人化市場：按組成部分、實際結果和預測，2019-2024 年、2024-2029 年、2034 年
  • 軟體
  • 服務
  • 全球基於人工智慧 (AI) 的互動廣告 (廣告) 個人化市場：按部署模式、結果和預測，2019-2024 年、2024-2029 年、2034 年
  • 雲
  • 本地部署
  • 全球基於人工智慧 (AI) 的互動廣告 (廣告) 個人化市場：按公司規模、實際結果和預測，2019-2024 年、2024-2029 年、2034 年
  • 小型企業
  • 主要企業
  • 全球基於人工智慧 (AI) 的互動廣告 (廣告) 個人化市場：按應用、實際結果和預測，2019-2024 年、2024-2029 年、2034 年
  • 零售與電子商務
  • 媒體與娛樂
  • 銀行、金融服務和保險（BFSI）
  • 衛生保健
  • 車
  • 旅遊與飯店
  • 其他用途
  • 全球基於人工智慧 (AI) 的互動廣告 (廣告) 個人化市場：按最終用戶、實際結果和預測，2019-2024 年、2024-2029 年、2034 年
  • 廣告商
  • 出版商
  • 機構
  • 其他最終用戶
  • 全球人工智慧 (AI) 賦能的互動廣告 (廣告) 個人化市場：按軟體類型細分、實際結果及預測，2019-2024 年、2024-2029 年、2034 年
  • 廣告管理軟體
  • 客戶資料平台（CDP）軟體
  • 內容推薦引擎
  • 行為分析軟體
  • 預測分析軟體
  • 全球基於人工智慧 (AI) 的互動廣告 (廣告) 個人化市場：按服務類型細分、實際結果和預測，2019-2024 年、2024-2029 年、2034 年
  • 諮詢及實施服務
  • 託管服務
  • 數據整合服務
  • 人工智慧（AI）模型訓練與最佳化服務
  • 技術支援和維護服務

第7章 區域和國家分析

  • 全球基於人工智慧 (AI) 的互動廣告 (廣告) 個人化市場：按地區、結果和預測，2019-2024 年、2024-2029 年、2034 年
  • 全球基於人工智慧 (AI) 的互動廣告 (廣告) 個人化市場：按國家/地區、實際結果和預測，2019-2024 年、2024-2029 年、2034 年

第8章 亞太市場

第9章：中國市場

第10章 印度市場

第11章 日本市場

第12章：澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章：西歐市場

第16章英國市場

第17章：德國市場

第18章：法國市場

第19章：義大利市場

第20章：西班牙市場

第21章 東歐市場

第22章：俄羅斯市場

第23章 北美市場

第24章美國市場

第25章：加拿大市場

第26章 南美洲市場

第27章：巴西市場

第28章 中東市場

第29章：非洲市場

第30章：競爭格局與公司概況

  • 基於人工智慧（AI）的互動廣告（廣告）個人化市場：競爭格局
  • 基於人工智慧（AI）的互動廣告（廣告）個人化市場：公司簡介
    • Meta Platforms Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Salesforce Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Adobe Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Criteo SA Overview, Products and Services, Strategy and Financial Analysis
    • The Trade Desk Overview, Products and Services, Strategy and Financial Analysis

第31章：其他領先和創新企業

  • Outbrain Inc.
  • LiveRamp Holdings Inc.
  • StackAdapt Inc.
  • Amobee Inc.
  • MediaMath Holdings Inc.
  • Smartly.io
  • Bloomreach Inc.
  • Quantcast Corporation
  • AdCreative.ai
  • NextRoll Inc.
  • Persado Inc.
  • LiveIntent Inc.
  • Innovid Corp.
  • Choozle Inc.
  • Omneky Inc.

第 32 章全球市場競爭基準化分析與儀表板

第33章 重大併購

第34章近期市場趨勢

第 35 章：高潛力市場國家、細分市場與策略

  • 2029年人工智慧（AI）驅動的互動廣告（廣告）個人化市場：提供新機會的國家
  • 2029年人工智慧（AI）驅動的互動廣告（廣告）個人化市場：細分市場帶來新機會
  • 2029年基於人工智慧（AI）的互動廣告（廣告）個人化市場：成長策略
    • 基於市場趨勢的策略
    • 競爭對手策略

第36章 附錄

簡介目錄
Product Code: r37981

Artificial intelligence (AI)-powered interactive advertisement (Ad) personalization involves using AI algorithms and machine learning to create dynamic, tailored ads that engage users based on their preferences, behaviors, and online activities. This approach enhances user interaction, improves ad relevance, and boosts conversion rates by delivering the right message to the right audience at the most effective time.

The primary categories of AI-powered interactive ad personalization include software and services. Software comprises AI-driven platforms and tools that facilitate personalized ad targeting, optimization, and delivery. These solutions are available through various deployment models, such as cloud-based and on-premises, and cater to different enterprise sizes, ranging from small and medium businesses to large corporations. The technology is applied across numerous sectors, including retail and e-commerce, media and entertainment, banking, financial services and insurance (BFSI), healthcare, automotive, travel and hospitality, among others, and serves a broad range of end-users such as advertisers, publishers, and agencies.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the media sector, particularly in content production, broadcasting, and digital distribution. Higher duties on imported audiovisual equipment, editing software, and broadcast technology have increased production and operational costs for media companies. Film and television studios face added expenses for sourcing foreign-made cameras, lighting systems, and post-production tools, while news and broadcasting agencies are contending with inflated costs for transmission equipment and satellite services. Moreover, retaliatory tariffs in international markets are restricting the export of U.S.-produced media content, limiting global revenue potential. In response, media organizations are turning to domestic suppliers, expanding digital platforms, and investing in AI-driven content creation to streamline operations and preserve competitiveness in a volatile global trade environment.

The artificial intelligence (AI)-powered interactive advertisement (Ad) personalization market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI)-powered interactive advertisement (Ad) personalization market statistics, including the artificial intelligence (AI)-powered interactive advertisement (Ad) personalization industry global market size, regional shares, competitors with the artificial intelligence (AI)-powered interactive advertisement (Ad) personalization market share, detailed artificial intelligence (AI)-powered interactive advertisement (Ad) personalization market segments, market trends, opportunities, and any further data you may need to thrive in the artificial intelligence (AI)-powered interactive advertisement (Ad) personalization industry. This artificial intelligence (AI)-powered interactive advertisement (Ad) personalization market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The artificial intelligence (AI)-powered interactive advertisement (Ad) personalization market size has grown exponentially in recent years. It will grow from $7.29 billion in 2024 to $8.97 billion in 2025 at a compound annual growth rate (CAGR) of 23.0%. The growth during the historic period can be linked to accelerating digital transformation, expanding internet access, rising investments in AI research and development, broader adoption of software-as-a-service (SaaS), and growing demand for personalized customer experiences.

The artificial intelligence (AI)-powered interactive advertisement (Ad) personalization market size is expected to see exponential growth in the next few years. It will grow to $20.32 billion in 2029 at a compound annual growth rate (CAGR) of 22.7%. The expected growth in the forecast period is driven by the rising use of artificial intelligence, greater adoption of hybrid cloud architectures, increasing demand for data-driven marketing, the expansion of a data-centric world, and growing volumes of customer data creation. Key trends anticipated during this time include wider adoption of voice and visual search in advertisements, the growth of augmented reality (AR) in personalized advertising, increased utilization of predictive analytics for targeting customers, the emergence of privacy-first AI personalization techniques, and the integration of edge computing for real-time ad customization.

The ongoing digital transformation is expected to drive growth in the artificial intelligence (AI)-powered interactive advertisement (Ad) personalization market. Digital transformation refers to the adoption of digital technologies across businesses to reshape operations and improve customer value. As companies increasingly embrace these technologies to boost efficiency, reduce costs, and provide faster, more reliable services, AI-powered interactive ad personalization plays a key role by delivering targeted, data-driven marketing experiences. This approach streamlines advertising processes, enhances customer engagement, and uses real-time insights to optimize strategies, strengthening connections between brands and their audiences. For example, in November 2023, GOV.UK reported a 9% increase in the Government Digital and Data profession over six months, reaching 28,337 professionals, highlighting the broader trend toward digital transformation. This momentum is fueling growth in the AI-powered interactive advertisement personalization market.

Leading companies in the artificial intelligence (AI)-powered interactive advertisement personalization market are advancing generative AI-enabled enterprise applications to enhance customer experiences and boost conversion rates. These applications use AI to automatically generate content, insights, or solutions based on data patterns and user inputs, improving decision-making, automating tasks, and delivering personalized experiences across business operations. For example, in October 2024, Adobe Inc., a US-based software company, launched Adobe GenStudio for Performance Marketing, a generative AI-first enterprise application designed to speed up global advertising and marketing campaigns. This platform connects marketing and creative teams, allowing them to quickly create and manage personalized, on-brand content such as paid social ads, display ads, and marketing emails by leveraging Adobe Firefly alongside third-party AI models.

In June 2025, Braze Inc., a US-based cloud software company, acquired OfferFit for \$0.325 billion. This acquisition is intended to incorporate OfferFit's advanced multi-agent reinforcement learning engine into Braze's Customer Engagement Platform, boosting AI-driven personalization and automation capabilities. The move supports Braze's vision of agentic AI to revolutionize customer engagement by delivering highly relevant and optimized customer journeys at scale. OfferFit Inc., also based in the US, specializes in AI-powered interactive advertisement personalization.

Major players in the artificial intelligence (AI)-powered interactive advertisement (AD) personalization market are Meta Platforms Inc., Salesforce Inc., Adobe Inc., Criteo SA, The Trade Desk, Outbrain Inc., LiveRamp Holdings Inc., StackAdapt Inc., Amobee Inc., MediaMath Holdings Inc., Smartly.io, Bloomreach Inc., Quantcast Corporation, AdCreative.ai, NextRoll Inc., Persado Inc., LiveIntent Inc., Innovid Corp., Choozle Inc., and Omneky Inc.

North America was the largest region in the artificial intelligence (AI)-powered interactive advertisement (Ad) personalization market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in artificial intelligence (AI)-powered interactive advertisement (Ad) personalization report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the artificial intelligence (AI)-powered interactive advertisement (Ad) personalization market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The artificial intelligence (AI)-powered interactive advertisement (Ad) personalization market consists of revenues earned by entities by providing services such as customer data platform (CDP) services, behavioral analytics services, predictive modeling services, content recommendation, and programmatic advertising. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on artificial intelligence (ai)-powered interactive advertisement (ad) personalization market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for artificial intelligence (ai)-powered interactive advertisement (ad) personalization ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The artificial intelligence (ai)-powered interactive advertisement (ad) personalization market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Component: Software; Services
  • 2) By Deployment Mode: Cloud; On-Premises
  • 3) By Enterprise Size: Small And Medium Enterprises; Large Enterprises
  • 4) By Application: Retail And E-commerce; Media And Entertainment; Banking, Financial Services, Insurance (BFSI); Healthcare; Automotive; Travel And Hospitality; Other Applications
  • 5) By End-User: Advertisers; Publishers; Agencies; Other End-Users
  • Subsegments:
  • 1) By Software: Advertisement (Ad) Management Software; Customer Data Platform (CDP) Software; Content Recommendation Engine; Behavioral Analytics Software; Predictive Analytics Software
  • 2) By Services: Consulting And Implementation Services; Managed Services; Data Integration Services; Artificial Intelligence (AI) Model Training And Optimization Services; Technical Support And Maintenance Services
  • Companies Mentioned: Meta Platforms Inc.; Salesforce Inc.; Adobe Inc.; Criteo SA; The Trade Desk; Outbrain Inc.; LiveRamp Holdings Inc.; StackAdapt Inc.; Amobee Inc.; MediaMath Holdings Inc.; Smartly.io; Bloomreach Inc.; Quantcast Corporation; AdCreative.ai; NextRoll Inc.; Persado Inc.; LiveIntent Inc.; Innovid Corp.; Choozle Inc.; Omneky Inc.
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain.
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time Series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data Segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery Format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Characteristics

3. Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Trends And Strategies

4. Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

  • 4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Growth Analysis And Strategic Analysis Framework

  • 5.1. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 5.2. Analysis Of End Use Industries
  • 5.3. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Growth Rate Analysis
  • 5.4. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
  • 5.5. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
  • 5.6. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Total Addressable Market (TAM)

6. Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Segmentation

  • 6.1. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Software
  • Services
  • 6.2. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Cloud
  • On-Premises
  • 6.3. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Small And Medium Enterprises
  • Large Enterprises
  • 6.4. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Retail And E-commerce
  • Media And Entertainment
  • Banking, Financial Services, Insurance (BFSI)
  • Healthcare
  • Automotive
  • Travel And Hospitality
  • Other Applications
  • 6.5. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Advertisers
  • Publishers
  • Agencies
  • Other End-Users
  • 6.6. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Advertisement (Ad) Management Software
  • Customer Data Platform (CDP) Software
  • Content Recommendation Engine
  • Behavioral Analytics Software
  • Predictive Analytics Software
  • 6.7. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Consulting And Implementation Services
  • Managed Services
  • Data Integration Services
  • Artificial Intelligence (AI) Model Training And Optimization Services
  • Technical Support And Maintenance Services

7. Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Regional And Country Analysis

  • 7.1. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 8.1. Asia-Pacific Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 9.1. China Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • 9.2. China Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 10.1. India Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 11.1. Japan Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • 11.2. Japan Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 12.1. Australia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 13.1. Indonesia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 14.1. South Korea Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • 14.2. South Korea Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 15.1. Western Europe Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • 15.2. Western Europe Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 16.1. UK Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 17.1. Germany Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 18.1. France Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 19.1. Italy Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 20.1. Spain Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 21.1. Eastern Europe Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • 21.2. Eastern Europe Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 22.1. Russia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 23.1. North America Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • 23.2. North America Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 24.1. USA Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • 24.2. USA Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 25.1. Canada Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • 25.2. Canada Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 26.1. South America Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • 26.2. South America Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 27.1. Brazil Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 28.1. Middle East Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • 28.2. Middle East Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

  • 29.1. Africa Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Overview
  • 29.2. Africa Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Competitive Landscape And Company Profiles

  • 30.1. Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Competitive Landscape
  • 30.2. Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Company Profiles
    • 30.2.1. Meta Platforms Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. Salesforce Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. Adobe Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. Criteo SA Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. The Trade Desk Overview, Products and Services, Strategy and Financial Analysis

31. Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Other Major And Innovative Companies

  • 31.1. Outbrain Inc.
  • 31.2. LiveRamp Holdings Inc.
  • 31.3. StackAdapt Inc.
  • 31.4. Amobee Inc.
  • 31.5. MediaMath Holdings Inc.
  • 31.6. Smartly.io
  • 31.7. Bloomreach Inc.
  • 31.8. Quantcast Corporation
  • 31.9. AdCreative.ai
  • 31.10. NextRoll Inc.
  • 31.11. Persado Inc.
  • 31.12. LiveIntent Inc.
  • 31.13. Innovid Corp.
  • 31.14. Choozle Inc.
  • 31.15. Omneky Inc.

32. Global Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

34. Recent Developments In The Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market

35. Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market High Potential Countries, Segments and Strategies

  • 35.1 Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Artificial Intelligence (AI)-Powered Interactive Advertisement (Ad) Personalization Market In 2029 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer