云端广告市场－全球产业规模、份额、趋势、机会与预测：按类型、公司规模、应用程式、服务、最终用户、地区和竞争格局划分，2021-2031年

全球云端广告市场预计将从 2025 年的 49.7 亿美元大幅成长至 2031 年的 146.5 亿美元，复合年增长率达 19.74%。

该板块包括旨在简化数位行销宣传活动管理、交付和分析的基于云端的基础设施和软体。主要成长要素包括程式化广告的兴起（这需要可扩展的运算能力来进行即时数据处理）以及计量收费模式相比传统本地硬体的成本优势。

儘管市场呈现积极成长态势，但由于严格的资料隐私法规限制了消费者追踪和定向投放，该市场仍面临许多挑战。互动广告局 (IAB) 的报告显示，程序化广告收入将在 2024 年达到 1,348 亿美元，年增 18.0%，这凸显了这个依赖基础设施的产业的规模之大。即便产业正努力应对复杂的监管环境，这一成长也显示自动化广告解决方案正蓬勃发展。

市场驱动因素

人工智慧 (AI) 的集成，透过实现精准的受众细分和即时宣传活动优化，正在从根本上改变全球云端广告市场，实现高度个人化的定向投放。透过先进的 AI 演算法，云端平台能够即时处理大量消费者资料集，自动产生决策，进而提高广告主的投资报酬率 (ROI)，同时支援动态创新产生和预测建模。根据 Meta Platforms 于 2024 年 10 月发布的第三季财务报告（2024 年第三季），其广告收入达到 399 亿美元，年成长 19%。该公司将这项成就归功于 AI 驱动的广告效率和相关性的提升，这也印证了现代行销策略对强大的云端运算能力的日益依赖。

同时，市场正受到加速的数位转型和向云端基础设施迁移的推动，这为可扩展、高性价比的SaaS广告解决方案提供了支援。企业正在摆脱僵化的本地部署系统，转而采用云端原生平台，这些平台能够灵活应对广告库存的波动和大量的全球流量。亚马逊2024年10月的财务表现印证了这一趋势，其广告业务收益较去年同期成长19%，达到143亿美元。此外，GroupM预测，到2024年12月，全球广告收入将成长9.5%，达到1.04兆美元，主要得益于数位化和云端通路的扩张。

市场挑战

严格的资料隐私法对全球云端广告市场构成重大障碍，因为它瓦解了程序化广告高效运作所需的资料基础设施。云端平台依赖细粒度的用户资料进行即时竞价和精准定向，但不断变化的法规和第三方识别码的取消正在切断广告主与消费者讯号之间的联繫。这种讯号的缺失将资料锁定在孤立的资料孤岛中，使得基于云端的软体越来越难以提供准确的分析和归因。

因此，这种碎片化降低了广告主的投资报酬率，并使他们不愿增加对云端工具的投入。根据世界广告主联合会 (WFA) 发布的《2025 年报告》，86% 的受访业内人士认为，资料孤岛（通常是由隐私障碍造成的）是有效进行跨媒体衡量的一大障碍。当广告主无法检验这些孤立环境中的广告效果时，对大容量、自动化云端解决方案的需求就会受到抑制，最终导致整体市场成长放缓。

市场趋势

随着程式化购买扩展到联网电视(CTV) 和音讯领域，市场正经历重大变革时期，促使广告主将预算从传统线性电视转向云端管理的数位影片平台。这种转变使行销人员能够利用云端基础设施对优质广告资源进行即时竞价，将电视的规模优势与数位导向的精准性相结合，并管理高频宽资料流。互动广告局 (IAB) 于 2024 年 7 月发布的《2024 年数位影片广告支出与策略报告》清晰地展现了这一领域的强劲发展势头。该报告预测，2024 年连网电视广告支出将成长 12%，达到约 230 亿美元，比整体媒体成长率高出数以金额为准。

同时，零售媒体网路 (RMN) 的快速成长正透过采用可互通的云端架构推动市场扩张。零售商正利用云端原生软体转型为数位广告平台，安全地利用大量的第一方交易资料服务外部广告商，从而实现广告曝光与销售之间的闭环。沃尔玛于 2024 年 11 月发布的「2025 财年第三季财务业绩」充分证明了这一模式的成功，其全球广告业务同比增长 28%，印证了市场对数据丰富、云端赋能的广告生态系统的强劲需求。

目录

第一章概述

第二章调查方法

第三章执行摘要

第四章：客户评价

第五章 全球云端广告市场展望

• 市场规模及预测
  • 按金额
• 市占率及预测
  • 按类型（私有云端、公共云端、混合云端）
  • 按公司规模（大型公司、中小企业）
  • 依应用领域（宣传活动管理、客户管理、体验管理、分析与洞察、即时互动）
  • 依服务类型（基础设施即服务 (IaaS)、软体即服务(SaaS)、平台即服务 (PaaS)）
  • 按最终用户（零售、媒体与娱乐、IT与电信、银行、金融服务和保险、政府、其他）
  • 按地区
  • 按公司（2025 年）
• 市场地图

第六章：北美云端广告市场展望

• 市场规模及预测
• 市占率及预测
• 北美洲：国家分析
  • 我们
  • 加拿大
  • 墨西哥

第七章：欧洲云端广告市场展望

• 市场规模及预测
• 市占率及预测
• 欧洲：国家分析
  • 德国
  • 法国
  • 英国
  • 义大利
  • 西班牙

第八章：亚太云广告市场展望

• 市场规模及预测
• 市占率及预测
• 亚太地区：国家分析
  • 中国
  • 印度
  • 日本
  • 韩国
  • 澳洲

第九章：中东和非洲云端广告市场展望

• 市场规模及预测
• 市占率及预测
• 中东和非洲：国家分析
  • 沙乌地阿拉伯
  • 阿拉伯聯合大公国
  • 南非

第十章：南美云广告市场展望

• 市场规模及预测
• 市占率及预测
• 南美洲：国家分析
  • 巴西
  • 哥伦比亚
  • 阿根廷

第十一章 市场动态

• 司机
• 任务

第十二章 市场趋势与发展

• 併购
• 产品发布
• 最新进展

第十三章：全球云端广告市场：SWOT分析

第十四章：波特五力分析

• 产业竞争
• 新进入者的可能性
• 供应商电力
• 顾客权力
• 替代品的威胁

第十五章 竞争格局

• Google LLC
• Amazon.com, Inc.
• Microsoft Corporation
• Tencent Holdings Limited
• The Trade Desk, Inc.
• Criteo SA
• PubMatic, Inc.
• Adobe Inc.
• DoubleVerify, Inc.
• Ogury Ltd.

第十六章 策略建议

第十七章：关于研究公司及免责声明

The Global Cloud Advertising Market is projected to experience substantial growth, rising from USD 4.97 Billion in 2025 to USD 14.65 Billion by 2031, reflecting a CAGR of 19.74%. This sector encompasses cloud-based infrastructure and software designed to streamline the management, delivery, and analysis of digital marketing campaigns. Key drivers include the widespread adoption of programmatic advertising, which necessitates scalable computing power for real-time data processing, and the cost advantages of pay-as-you-go models over traditional on-premise hardware.

Despite this positive trajectory, the market faces significant challenges due to strict data privacy regulations that restrict consumer tracking and targeting. Highlighting the scale of this infrastructure-dependent sector, the Interactive Advertising Bureau reported that programmatic advertising revenue hit $134.8 billion in 2024, an 18.0% increase from the prior year. This growth illustrates the robust expansion of automated advertising solutions even as the industry navigates a complex regulatory landscape.

Market Driver

The integration of Artificial Intelligence for hyper-personalized targeting is fundamentally transforming the Global Cloud Advertising Market by allowing for precise audience segmentation and real-time campaign optimization. Cloud platforms utilize advanced AI algorithms to instantly process massive consumer datasets, automating decisions to improve advertiser return on investment while supporting dynamic creative generation and predictive modeling. As noted in Meta Platforms' Q3 2024 earnings report from October 2024, advertising revenue grew 19% year-over-year to $39.9 billion, a result the company credited to AI-driven improvements in ad efficiency and relevance, underscoring the reliance on robust cloud computing for modern marketing strategies.

Simultaneously, the market is driven by accelerated digital transformation and the shift to cloud infrastructures, which support scalable and cost-effective SaaS advertising solutions. As enterprises move away from rigid on-premise systems, they are adopting cloud-native platforms that provide the elasticity needed for fluctuating ad inventories and heavy global traffic. This migration is highlighted by Amazon's financial results from October 2024, showing a 19% year-over-year increase in advertising services revenue to $14.3 billion. Additionally, GroupM forecast in December 2024 that global advertising revenue would grow 9.5% to $1.04 trillion, primarily fueled by the expansion of digital and cloud-enabled channels.

Market Challenge

Stringent data privacy laws present a major obstacle to the Global Cloud Advertising Market by dismantling the data infrastructure required for programmatic efficiency. While cloud platforms depend on granular user data for real-time bidding and precise targeting, evolving regulations and the removal of third-party identifiers have severed the connection between advertisers and consumer signals. This loss of signal forces data into isolated silos, making it increasingly difficult for cloud-based software to provide accurate analysis or attribution.

Consequently, this fragmentation lowers return on investment for advertisers, leading to hesitation in scaling spend on cloud-dependent tools. The World Federation of Advertisers reported in 2025 that 86% of industry respondents identified data silos, often caused by privacy barriers, as a significant hurdle to effective cross-media measurement. When advertisers are unable to verify performance across these isolated environments, the demand for high-volume, automated cloud solutions is suppressed, ultimately slowing the overall market expansion.

Market Trends

The market is undergoing significant change as programmatic buying expands into Connected TV (CTV) and Audio, prompting advertisers to shift budgets from traditional linear television to cloud-managed digital video platforms. This move allows marketers to harness cloud infrastructure for real-time bidding on premium inventory, merging television's scale with digital targeting precision while managing high-bandwidth data streams. The sector's momentum is evident in the Interactive Advertising Bureau's '2024 Digital Video Ad Spend & Strategy Report' from July 2024, which projected CTV ad spend to increase by 12% to nearly $23 billion in 2024, surpassing total media growth rates.

In parallel, the surge of Retail Media Networks (RMNs) is driving market expansion through the implementation of interoperable cloud architectures. Retailers are converting into digital advertising platforms by leveraging cloud-native software to securely activate vast first-party transaction data for external advertisers, closing the loop between ad exposure and sales. This model's success is demonstrated by Walmart's November 2024 'Third Quarter Fiscal Year 2025 Earnings Release,' which reported a 28% year-over-year increase in global advertising business, confirming the high demand for data-rich, cloud-enabled advertising ecosystems.

Key Market Players

• Google LLC
• Amazon.com, Inc.
• Microsoft Corporation
• Tencent Holdings Limited
• The Trade Desk, Inc.
• Criteo SA
• PubMatic, Inc.
• Adobe Inc.
• DoubleVerify, Inc.
• Ogury Ltd.

Report Scope

In this report, the Global Cloud Advertising Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Cloud Advertising Market, By Type

• Private Cloud
• Public Cloud
• Hybrid Cloud

Cloud Advertising Market, By Enterprise Size

• Large Enterprises
• SMEs

Cloud Advertising Market, By Application

• Campaign Management
• Customer Management
• Experience Management
• Analytic and Insights
• Real-Time Engagement

Cloud Advertising Market, By Service

• Infrastructure as a Service (IaaS)
• Software as a Service (SaaS)
• Platform as a Service (PaaS)

Cloud Advertising Market, By End User

• Retail
• Media & Entertainment
• IT & Telecom
• BFSI
• Government
• Others

Cloud Advertising Market, By Region

• North America
  • United States
  • Canada
  • Mexico
• Europe
  • France
  • United Kingdom
  • Italy
  • Germany
  • Spain
• Asia Pacific
  • China
  • India
  • Japan
  • Australia
  • South Korea
• South America
  • Brazil
  • Argentina
  • Colombia
• Middle East & Africa
  • South Africa
  • Saudi Arabia
  • UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Cloud Advertising Market.

Available Customizations:

Global Cloud Advertising Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

• Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

• 1.1. Market Definition
• 1.2. Scope of the Market
  • 1.2.1. Markets Covered
  • 1.2.2. Years Considered for Study
  • 1.2.3. Key Market Segmentations

2. Research Methodology

• 2.1. Objective of the Study
• 2.2. Baseline Methodology
• 2.3. Key Industry Partners
• 2.4. Major Association and Secondary Sources
• 2.5. Forecasting Methodology
• 2.6. Data Triangulation & Validation
• 2.7. Assumptions and Limitations

3. Executive Summary

• 3.1. Overview of the Market
• 3.2. Overview of Key Market Segmentations
• 3.3. Overview of Key Market Players
• 3.4. Overview of Key Regions/Countries
• 3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Cloud Advertising Market Outlook

• 5.1. Market Size & Forecast
  • 5.1.1. By Value
• 5.2. Market Share & Forecast
  • 5.2.1. By Type (Private Cloud, Public Cloud, Hybrid Cloud)
  • 5.2.2. By Enterprise Size (Large Enterprises, SMEs)
  • 5.2.3. By Application (Campaign Management, Customer Management, Experience Management, Analytic and Insights, Real-Time Engagement)
  • 5.2.4. By Service (Infrastructure as a Service (IaaS), Software as a Service (SaaS), Platform as a Service (PaaS))
  • 5.2.5. By End User (Retail, Media & Entertainment, IT & Telecom, BFSI, Government, Others)
  • 5.2.6. By Region
  • 5.2.7. By Company (2025)
• 5.3. Market Map

6. North America Cloud Advertising Market Outlook

• 6.1. Market Size & Forecast
  • 6.1.1. By Value
• 6.2. Market Share & Forecast
  • 6.2.1. By Type
  • 6.2.2. By Enterprise Size
  • 6.2.3. By Application
  • 6.2.4. By Service
  • 6.2.5. By End User
  • 6.2.6. By Country
• 6.3. North America: Country Analysis
  • 6.3.1. United States Cloud Advertising Market Outlook
    • 6.3.1.1. Market Size & Forecast
      • 6.3.1.1.1. By Value
    • 6.3.1.2. Market Share & Forecast
      • 6.3.1.2.1. By Type
      • 6.3.1.2.2. By Enterprise Size
      • 6.3.1.2.3. By Application
      • 6.3.1.2.4. By Service
      • 6.3.1.2.5. By End User
  • 6.3.2. Canada Cloud Advertising Market Outlook
    • 6.3.2.1. Market Size & Forecast
      • 6.3.2.1.1. By Value
    • 6.3.2.2. Market Share & Forecast
      • 6.3.2.2.1. By Type
      • 6.3.2.2.2. By Enterprise Size
      • 6.3.2.2.3. By Application
      • 6.3.2.2.4. By Service
      • 6.3.2.2.5. By End User
  • 6.3.3. Mexico Cloud Advertising Market Outlook
    • 6.3.3.1. Market Size & Forecast
      • 6.3.3.1.1. By Value
    • 6.3.3.2. Market Share & Forecast
      • 6.3.3.2.1. By Type
      • 6.3.3.2.2. By Enterprise Size
      • 6.3.3.2.3. By Application
      • 6.3.3.2.4. By Service
      • 6.3.3.2.5. By End User

7. Europe Cloud Advertising Market Outlook

• 7.1. Market Size & Forecast
  • 7.1.1. By Value
• 7.2. Market Share & Forecast
  • 7.2.1. By Type
  • 7.2.2. By Enterprise Size
  • 7.2.3. By Application
  • 7.2.4. By Service
  • 7.2.5. By End User
  • 7.2.6. By Country
• 7.3. Europe: Country Analysis
  • 7.3.1. Germany Cloud Advertising Market Outlook
    • 7.3.1.1. Market Size & Forecast
      • 7.3.1.1.1. By Value
    • 7.3.1.2. Market Share & Forecast
      • 7.3.1.2.1. By Type
      • 7.3.1.2.2. By Enterprise Size
      • 7.3.1.2.3. By Application
      • 7.3.1.2.4. By Service
      • 7.3.1.2.5. By End User
  • 7.3.2. France Cloud Advertising Market Outlook
    • 7.3.2.1. Market Size & Forecast
      • 7.3.2.1.1. By Value
    • 7.3.2.2. Market Share & Forecast
      • 7.3.2.2.1. By Type
      • 7.3.2.2.2. By Enterprise Size
      • 7.3.2.2.3. By Application
      • 7.3.2.2.4. By Service
      • 7.3.2.2.5. By End User
  • 7.3.3. United Kingdom Cloud Advertising Market Outlook
    • 7.3.3.1. Market Size & Forecast
      • 7.3.3.1.1. By Value
    • 7.3.3.2. Market Share & Forecast
      • 7.3.3.2.1. By Type
      • 7.3.3.2.2. By Enterprise Size
      • 7.3.3.2.3. By Application
      • 7.3.3.2.4. By Service
      • 7.3.3.2.5. By End User
  • 7.3.4. Italy Cloud Advertising Market Outlook
    • 7.3.4.1. Market Size & Forecast
      • 7.3.4.1.1. By Value
    • 7.3.4.2. Market Share & Forecast
      • 7.3.4.2.1. By Type
      • 7.3.4.2.2. By Enterprise Size
      • 7.3.4.2.3. By Application
      • 7.3.4.2.4. By Service
      • 7.3.4.2.5. By End User
  • 7.3.5. Spain Cloud Advertising Market Outlook
    • 7.3.5.1. Market Size & Forecast
      • 7.3.5.1.1. By Value
    • 7.3.5.2. Market Share & Forecast
      • 7.3.5.2.1. By Type
      • 7.3.5.2.2. By Enterprise Size
      • 7.3.5.2.3. By Application
      • 7.3.5.2.4. By Service
      • 7.3.5.2.5. By End User

8. Asia Pacific Cloud Advertising Market Outlook

• 8.1. Market Size & Forecast
  • 8.1.1. By Value
• 8.2. Market Share & Forecast
  • 8.2.1. By Type
  • 8.2.2. By Enterprise Size
  • 8.2.3. By Application
  • 8.2.4. By Service
  • 8.2.5. By End User
  • 8.2.6. By Country
• 8.3. Asia Pacific: Country Analysis
  • 8.3.1. China Cloud Advertising Market Outlook
    • 8.3.1.1. Market Size & Forecast
      • 8.3.1.1.1. By Value
    • 8.3.1.2. Market Share & Forecast
      • 8.3.1.2.1. By Type
      • 8.3.1.2.2. By Enterprise Size
      • 8.3.1.2.3. By Application
      • 8.3.1.2.4. By Service
      • 8.3.1.2.5. By End User
  • 8.3.2. India Cloud Advertising Market Outlook
    • 8.3.2.1. Market Size & Forecast
      • 8.3.2.1.1. By Value
    • 8.3.2.2. Market Share & Forecast
      • 8.3.2.2.1. By Type
      • 8.3.2.2.2. By Enterprise Size
      • 8.3.2.2.3. By Application
      • 8.3.2.2.4. By Service
      • 8.3.2.2.5. By End User
  • 8.3.3. Japan Cloud Advertising Market Outlook
    • 8.3.3.1. Market Size & Forecast
      • 8.3.3.1.1. By Value
    • 8.3.3.2. Market Share & Forecast
      • 8.3.3.2.1. By Type
      • 8.3.3.2.2. By Enterprise Size
      • 8.3.3.2.3. By Application
      • 8.3.3.2.4. By Service
      • 8.3.3.2.5. By End User
  • 8.3.4. South Korea Cloud Advertising Market Outlook
    • 8.3.4.1. Market Size & Forecast
      • 8.3.4.1.1. By Value
    • 8.3.4.2. Market Share & Forecast
      • 8.3.4.2.1. By Type
      • 8.3.4.2.2. By Enterprise Size
      • 8.3.4.2.3. By Application
      • 8.3.4.2.4. By Service
      • 8.3.4.2.5. By End User
  • 8.3.5. Australia Cloud Advertising Market Outlook
    • 8.3.5.1. Market Size & Forecast
      • 8.3.5.1.1. By Value
    • 8.3.5.2. Market Share & Forecast
      • 8.3.5.2.1. By Type
      • 8.3.5.2.2. By Enterprise Size
      • 8.3.5.2.3. By Application
      • 8.3.5.2.4. By Service
      • 8.3.5.2.5. By End User

9. Middle East & Africa Cloud Advertising Market Outlook

• 9.1. Market Size & Forecast
  • 9.1.1. By Value
• 9.2. Market Share & Forecast
  • 9.2.1. By Type
  • 9.2.2. By Enterprise Size
  • 9.2.3. By Application
  • 9.2.4. By Service
  • 9.2.5. By End User
  • 9.2.6. By Country
• 9.3. Middle East & Africa: Country Analysis
  • 9.3.1. Saudi Arabia Cloud Advertising Market Outlook
    • 9.3.1.1. Market Size & Forecast
      • 9.3.1.1.1. By Value
    • 9.3.1.2. Market Share & Forecast
      • 9.3.1.2.1. By Type
      • 9.3.1.2.2. By Enterprise Size
      • 9.3.1.2.3. By Application
      • 9.3.1.2.4. By Service
      • 9.3.1.2.5. By End User
  • 9.3.2. UAE Cloud Advertising Market Outlook
    • 9.3.2.1. Market Size & Forecast
      • 9.3.2.1.1. By Value
    • 9.3.2.2. Market Share & Forecast
      • 9.3.2.2.1. By Type
      • 9.3.2.2.2. By Enterprise Size
      • 9.3.2.2.3. By Application
      • 9.3.2.2.4. By Service
      • 9.3.2.2.5. By End User
  • 9.3.3. South Africa Cloud Advertising Market Outlook
    • 9.3.3.1. Market Size & Forecast
      • 9.3.3.1.1. By Value
    • 9.3.3.2. Market Share & Forecast
      • 9.3.3.2.1. By Type
      • 9.3.3.2.2. By Enterprise Size
      • 9.3.3.2.3. By Application
      • 9.3.3.2.4. By Service
      • 9.3.3.2.5. By End User

10. South America Cloud Advertising Market Outlook

• 10.1. Market Size & Forecast
  • 10.1.1. By Value
• 10.2. Market Share & Forecast
  • 10.2.1. By Type
  • 10.2.2. By Enterprise Size
  • 10.2.3. By Application
  • 10.2.4. By Service
  • 10.2.5. By End User
  • 10.2.6. By Country
• 10.3. South America: Country Analysis
  • 10.3.1. Brazil Cloud Advertising Market Outlook
    • 10.3.1.1. Market Size & Forecast
      • 10.3.1.1.1. By Value
    • 10.3.1.2. Market Share & Forecast
      • 10.3.1.2.1. By Type
      • 10.3.1.2.2. By Enterprise Size
      • 10.3.1.2.3. By Application
      • 10.3.1.2.4. By Service
      • 10.3.1.2.5. By End User
  • 10.3.2. Colombia Cloud Advertising Market Outlook
    • 10.3.2.1. Market Size & Forecast
      • 10.3.2.1.1. By Value
    • 10.3.2.2. Market Share & Forecast
      • 10.3.2.2.1. By Type
      • 10.3.2.2.2. By Enterprise Size
      • 10.3.2.2.3. By Application
      • 10.3.2.2.4. By Service
      • 10.3.2.2.5. By End User
  • 10.3.3. Argentina Cloud Advertising Market Outlook
    • 10.3.3.1. Market Size & Forecast
      • 10.3.3.1.1. By Value
    • 10.3.3.2. Market Share & Forecast
      • 10.3.3.2.1. By Type
      • 10.3.3.2.2. By Enterprise Size
      • 10.3.3.2.3. By Application
      • 10.3.3.2.4. By Service
      • 10.3.3.2.5. By End User

11. Market Dynamics

• 11.1. Drivers
• 11.2. Challenges

12. Market Trends & Developments

• 12.1. Merger & Acquisition (If Any)
• 12.2. Product Launches (If Any)
• 12.3. Recent Developments

13. Global Cloud Advertising Market: SWOT Analysis

14. Porter's Five Forces Analysis

• 14.1. Competition in the Industry
• 14.2. Potential of New Entrants
• 14.3. Power of Suppliers
• 14.4. Power of Customers
• 14.5. Threat of Substitute Products

15. Competitive Landscape

• 15.1. Google LLC
  • 15.1.1. Business Overview
  • 15.1.2. Products & Services
  • 15.1.3. Recent Developments
  • 15.1.4. Key Personnel
  • 15.1.5. SWOT Analysis
• 15.2. Amazon.com, Inc.
• 15.3. Microsoft Corporation
• 15.4. Tencent Holdings Limited
• 15.5. The Trade Desk, Inc.
• 15.6. Criteo SA
• 15.7. PubMatic, Inc.
• 15.8. Adobe Inc.
• 15.9. DoubleVerify, Inc.
• 15.10. Ogury Ltd.

16. Strategic Recommendations

17. About Us & Disclaimer