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Cloud Advertising Market Size, Share & Trends Analysis Report By Service, By Channel, By Deployment, By Enterprise Size, By Application, By End-use Industry, By Region, And Segment Forecasts, 2023 - 2030
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Cloud Advertising Market Growth & Trends:
The global cloud advertising market size is anticipated to reach USD 14.31 billion by 2030, according to a new report by Grand View Research, Inc. . The market is expected to grow at a CAGR of 18.1% from 2023 to 2030. The global market for cloud advertising is expected to experience growth in the forecast period owing to the increasing focus on data privacy, and compliance regulations, which has bolstered the demand for cloud advertising.
Advertisers are increasingly concerned about adhering to privacy regulations, such as the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA). Cloud advertising platforms offer advanced data protection and compliance features, enabling advertisers to ensure the security and privacy of user data while delivering personalized ads. This driver has gained prominence as data privacy concerns have become more prevalent among consumers and regulatory bodies.
Cloud Advertising Market Report Highlights:
By service, the platform as a service (PaaS) segment accounted for the major revenue share of 53.2% in 2022 and is anticipated to maintain its dominance over the forecast period. The demand for innovation and enhanced customer experiences fuels the adoption of PaaS-based cloud advertising. Advertisers constantly seek novel ways to engage with their target audience and deliver personalized, interactive, and immersive advertising experiences. PaaS platforms provide the necessary infrastructure and tools to experiment with new ad formats, technologies, and channels, facilitating innovation and creativity in advertising campaigns. The software as a service (SaaS) segment is expected to witness the highest growth rate of 21.6% during the forecast period due to a shift towards self-service and automated marketing solutions
In terms of channel, the in-app segment held the largest revenue share of 33.6% in 2022 over the forecast period. Mobile gaming has grown exponentially in recent years, with a large user base engaging in various gaming apps. Cloud advertising allows advertisers to tap into this lucrative market by integrating relevant and non-intrusive ads within gaming experiences. Advertisers can leverage cloud platforms to reach highly engaged users, offering targeted promotions, rewards, or in-app purchases, thus effectively monetizing the gaming environment. The social media segment is expected to witness the highest CAGR of 20.5% during the forecast period. Cloud advertising enables advertisers to quickly adapt their social media campaigns, adjust ad creatives, and modify targeting parameters to keep up with rapidly changing trends and user preferences. This flexibility is precious in social media marketing, where trends and conversations can evolve rapidly
In terms of deployment, the hybrid cloud segment dominated the market and captured the highest revenue share of 43.3% in 2022. Data privacy and compliance considerations are critical for cloud advertising in hybrid cloud setups. Advertisers must navigate regulatory requirements and protect consumer data while delivering personalized ads. The private cloud segment is anticipated to witness the highest growth rate of 20.4% during the forecast period owing to the growth of cloud computing in private cloud environments
Based on the enterprise size, the large-size enterprise captured the major revenue share of 56.8% in 2022 and is expected to continue its dominance over the forecast period. Cloud advertising enables large-sized enterprises to manage and streamline their advertising operations effectively. These enterprises often have multiple departments, regions, and brands, making centralized advertising management crucial for consistency and efficiency. The small and medium-sized enterprise segment is anticipated to grow at the highest CAGR of 19.7% during the forecast period. Cloud advertising offers robust tracking and measurement capabilities, allowing SMEs to monitor the performance of their campaigns in real-time
Based on the application, the campaign management captured the major revenue share of 28.9% in 2022 and is expected to continue its dominance over the forecast period. Cloud platforms provide the computational power and infrastructure needed to harness the potential of AI and ML, enabling advertisers to optimize their campaigns and deliver tailored messages to their audience. The real-time engagement segment is anticipated to grow at the highest CAGR of 22.6% during the forecast period. Growing demand for personalized and contextualized experiences has fueled the need for real-time engagement in advertising
Based on the end-use industry, the BFSI segment had a major revenue share of 14.8% in 2022. The BFSI sector has witnessed a rapid digital transformation, with financial institutions increasingly embracing cloud technology to enhance their operations and customer experiences. Cloud advertising gives these institutions the scalability and agility to deliver targeted and personalized ads to their customers. The manufacturing industry is expected to grow at a CAGR of 19.9% during the forecast period. The demand for patient engagement and education has fueled the adoption of cloud advertising in the healthcare segment. Cloud-based advertising solutions provide opportunities for healthcare organizations to deliver relevant and informative content to patients, empowering them to make informed decisions about their health
North America held the highest market share of 33.1% in 2022 and is anticipated to grow over the forecast period owing to the rise of big data and analytics. With the increasing number of internet users, mobile device usage, and online platforms' popularity, advertisers recognize the need to optimize their digital advertising strategies. Cloud advertising allows advertisers to efficiently deliver their campaigns across multiple channels and devices, ensuring maximum reach and engagement with the North American audience
Asia Pacific is expected to grow at the highest CAGR of 22.5% during the forecast period. The increasing popularity of social media and online platforms has created vast opportunities for cloud advertising in the Asia Pacific. Platforms like Facebook, Instagram, WeChat, LINE, and KakaoTalk have massive regional user bases, offering advertisers extensive reach and engagement potential
Table of Contents
Chapter 1 Methodology and Scope
1.1 Research Methodology
1.2 Research Scope and Assumptions
1.3 List of Data Sources
1.4 Market Segmentation and Scope
Chapter 2 Executive Summary
2.1 Cloud Advertising Market - Industry Snapshot & Key Buying Criteria, 2018 - 2030
2.2 Global Cloud Advertising Market, 2018 - 2030
2.2.1 Global Cloud Advertising Market, by Region, 2018 - 2030
2.2.2 Global Cloud Advertising Market, by Service, 2018 - 2030
2.2.3 Global Cloud Advertising Market, by Channel, 2018 - 2030
2.2.4 Global Cloud Advertising Market, by Deployment, 2018 - 2030
2.2.5 Global Cloud Advertising Market, by Enterprise size, 2018 - 2030
2.2.6 Global Cloud Advertising Market, by Application, 2018 - 2030
2.2.7 Global Cloud Advertising Market, by End-use industry, 2018 - 2030
Chapter 3 Cloud Advertising Industry Outlook
3.1 Market Lineage Outlook
3.1.1 Parent market outlook
3.2 Market Size, Penetration, and Growth Prospect Mapping
3.3 Regulatory Scenario
3.4 Cloud Advertising Market - Market Dynamics
3.4.1 Market driver analysis
3.4.1.1 Rise in adoption of cloud services
3.4.1.2 Emergence of personalized marketing
3.4.2 Market restraint/challenge analysis
3.4.2.1 Increasing concerns about the security and privacy of data
3.4.3 Market opportunity analysis
3.4.3.1 Accelerating user engagement on digital platforms
3.5 Cloud Advertising Market- Porter's Five Forces Analysis
3.6 Cloud Advertising Market - PEST Analysis
3.7 COVID-19 Impact on the Cloud Advertising Market
Chapter 4 Cloud Advertising Service Outlook
4.1 Cloud Advertising Market Share By Service, 2022
4.2 Infrastructure as a Software as a Service (IaaS)
4.2.1 Cloud advertising Infrastructure as a Software as a Service (IaaS) market, 2018 - 2030
4.3 Software as a Service (SaaS)
4.3.1 Cloud advertising Software as a Service (SaaS) market, 2018 - 2030
4.4 Platform as a Service (PaaS)
4.4.1 Cloud advertising Platform as a Service (PaaS) market, 2018 - 2030
Chapter 5 Cloud Advertising Channel Outlook
5.1 Cloud Advertising Market Share By Channel, 2022
5.2 Email Marketing
5.2.1 Cloud advertising email marketing market, 2018 - 2030
5.3 In-App
5.3.1 Cloud advertising in-app market, 2018 - 2030
5.4 Social Media Marketing
5.4.1 Cloud advertising social media marketing market, 2018 - 2030
5.5 Company Website
5.5.1 Cloud advertising company website market, 2018 - 2030
5.6 Others
5.6.1 Cloud advertising others market, 2018 - 2030
Chapter 6 Cloud Advertising Deployment Outlook
6.1 Cloud Advertising Market Share By Deployment, 2022
6.2 Public
6.2.1 Public cloud advertising market, 2018 - 2030
6.3 Private
6.3.1 Private cloud advertising market, 2018 - 2030
6.4 Hybrid
6.4.1 Hybrid cloud advertising market, 2018 - 2030
Chapter 7 Cloud Advertising Enterprise Size Outlook
7.1 Cloud Advertising Market Share By Enterprise Size, 2022
7.2 Large Size Enterprises
7.2.1 Cloud advertising for large size enterprises market, 2018 - 2030
7.3 Small and Medium Sized Enterprises (SMEs)
7.3.1 Cloud advertising for small and medium sized enterprises (SMEs) market, 2018 - 2030
Chapter 8 Cloud Advertising Application Outlook
8.1 Cloud Advertising Market Share By Application, 2022
8.2 Campaign Management
8.2.1 Cloud advertising campaign management market, 2018 - 2030
8.3 Customer Management
8.3.1 Cloud advertising customer management market, 2018 - 2030
8.4 Experience Management
8.4.1 Cloud advertising experience management market, 2018 - 2030
8.5 Analytic and Insights
8.5.1 Cloud advertising analytic and insights market, 2018 - 2030
8.6 Real-Time Engagement
8.6.1 Cloud advertising real-time engagement market, 2018 - 2030
Chapter 9 Cloud Advertising Enterprise Size Outlook
9.1 Cloud Advertising Market Share By Enterprise Size, 2022
9.2 IT & Telecommunications
9.2.1 IT & telecommunications cloud advertising market, 2018 - 2030
9.3 BFSI
9.3.1 BFSI Cloud advertising market, 2018 - 2030
9.4 Healthcare
9.4.1 Healthcare cloud advertising market, 2018 - 2030
9.5 Travel and Hospitality
9.5.1 Travel and hospitality cloud advertising market, 2018 - 2030
9.6 Manufacturing
9.6.1 Manufacturing cloud advertising market, 2018 - 2030
9.7 Automotive
9.7.1 Automotive cloud advertising market, 2018 - 2030
9.8 Retail & Consumer Goods
9.8.1 Retail & consumer goods cloud advertising market, 2018 - 2030
9.9 Media & Entertainment
9.9.1 Media & entertainment cloud advertising market, 2018 - 2030
9.10 Others
9.10.1 Others cloud advertising market, 2018 - 2030
Chapter 10 Cloud Advertising Regional Outlook
10.1 Cloud Advertising Market Share By Region, 2022
10.2 North America
10.2.1 North America cloud advertising market, 2018 - 2030
10.2.2 North America cloud advertising market, by Service, 2018 - 2030
10.2.3 North America cloud advertising market, by channel, 2018 - 2030
10.2.4 North America cloud advertising market, by deployment, 2018 - 2030
10.2.5 North America cloud advertising market, by enterprise size, 2018 - 2030
10.2.6 North America cloud advertising market, by application, 2018 - 2030
10.2.7 North America cloud advertising market, by end-use industry, 2018 - 2030
10.2.8 U.S.
10.2.8.1 U.S. cloud advertising market, 2018 - 2030
10.2.8.2 U.S. cloud advertising market, by service, 2018 - 2030
10.2.8.3 U.S. cloud advertising market, by channel, 2018 - 2030
10.2.8.4 U.S. cloud advertising market, by deployment, 2018 - 2030
10.2.8.5 U.S. cloud advertising market, by enterprise size, 2018 - 2030
10.2.8.6 U.S. cloud advertising market, by application, 2018 - 2030
10.2.8.7 U.S. cloud advertising market, by end-use industry, 2018 - 2030
10.2.9 Canada
10.2.9.1 Canada cloud advertising market, 2018 - 2030
10.2.9.2 Canada cloud advertising market, by service, 2018 - 2030
10.2.9.3 Canada cloud advertising market, by channel, 2018 - 2030
10.2.9.4 Canada cloud advertising market, by deployment, 2018 - 2030
10.2.9.5 Canada cloud advertising market, by enterprise size, 2018 - 2030
10.2.9.6 Canada cloud advertising market, by application, 2018 - 2030
10.2.9.7 Canada cloud advertising market, by end-use industry, 2018 - 2030
10.3 Europe
10.3.1 Europe cloud advertising market, 2018 - 2030
10.3.2 Europe cloud advertising market, by service, 2018 - 2030
10.3.3 Europe cloud advertising market, by channel, 2018 - 2030
10.3.4 Europe cloud advertising market, by deployment, 2018 - 2030
10.3.5 Europe cloud advertising market, by enterprise size, 2018 - 2030
10.3.6 Europe cloud advertising market, by application, 2018 - 2030
10.3.7 Europe cloud advertising market, by end-use industry, 2018 - 2030
10.3.8 U.K.
10.3.8.1 U.K. cloud advertising market, 2018 - 2030
10.3.8.2 U.K. cloud advertising market, by service, 2018 - 2030
10.3.8.3 U.K. cloud advertising market, by channel, 2018 - 2030
10.3.8.4 U.K. cloud advertising market, by deployment, 2018 - 2030
10.3.8.5 U.K. cloud advertising market, by enterprise size, 2018 - 2030
10.3.8.6 U.K. cloud advertising market, by end-use industry, 2018 - 2030
10.3.9 Germany
10.3.9.1 Germany cloud advertising market, 2018 - 2030
10.3.9.2 Germany cloud advertising market, by service, 2018 - 2030
10.3.9.3 Germany cloud advertising market, by channel, 2018 - 2030
10.3.9.4 Germany cloud advertising market, by deployment, 2018 - 2030
10.3.9.5 Germany cloud advertising market, by enterprise size, 2018 - 2030
10.3.9.6 Germany cloud advertising market, by application, 2018 - 2030
10.3.9.7 Germany Cloud advertising market, by end-use industry, 2018 - 2030
10.3.10 Italy
10.3.10.1 Italy cloud advertising market, 2018 - 2030
10.3.10.2 Italy cloud advertising market, by service, 2018 - 2030
10.3.10.3 Italy cloud advertising market, by channel, 2018 - 2030
10.3.10.4 Italy cloud advertising market, by deployment, 2018 - 2030
10.3.10.5 Italy cloud advertising market, by enterprise size, 2018 - 2030
10.3.10.6 Italy cloud advertising market, by application, 2018 - 2030
10.3.10.7 Italy cloud advertising market, by end-use industry, 2018 - 2030
10.3.11 France
10.3.11.1 France cloud advertising market, 2018 - 2030
10.3.11.2 France cloud advertising market, by service, 2018 - 2030
10.3.11.3 France cloud advertising market, by channel, 2018 - 2030
10.3.11.4 France cloud advertising market, by deployment, 2018 - 2030
10.3.11.5 France cloud advertising market, by enterprise size, 2018 - 2030
10.3.11.6 France cloud advertising market, by application, 2018 - 2030
10.3.11.7 France cloud advertising market, by end-use industry, 2018 - 2030
10.3.12 Spain
10.3.12.1 Spain cloud advertising market, 2018 - 2030
10.3.12.2 Spain cloud advertising market, by service, 2018 - 2030
10.3.12.3 Spain cloud advertising market, by channel, 2018 - 2030
10.3.12.4 Spain cloud advertising market, by deployment, 2018 - 2030
10.3.12.5 Spain cloud advertising market, by enterprise size, 2018 - 2030
10.3.12.6 Spain cloud advertising market, by application, 2018 - 2030
10.3.12.7 Spain cloud advertising market, by end-use industry, 2018 - 2030
10.3.13 Netherlands
10.3.13.1 Netherlands cloud advertising market, 2018 - 2030
10.3.13.2 Netherlands cloud advertising market, by service, 2018 - 2030
10.3.13.3 Netherlands cloud advertising market, by channel, 2018 - 2030
10.3.13.4 Netherlands cloud advertising market, by deployment, 2018 - 2030
10.3.13.5 Netherlands cloud advertising market, by enterprise size, 2018 - 2030
10.3.13.6 Netherlands cloud advertising market, by application, 2018 - 2030
10.3.13.7 Netherlands cloud advertising market, by end-use industry, 2018 - 2030
10.4 Asia Pacific
10.4.1 Asia Pacific cloud advertising market, 2018 - 2030
10.4.2 Asia Pacific cloud advertising market, by service, 2018 - 2030
10.4.3 Asia Pacific cloud advertising market, by channel, 2018 - 2030
10.4.4 Asia Pacific cloud advertising market, by deployment, 2018 - 2030
10.4.5 Asia Pacific cloud advertising market, by enterprise size, 2018 - 2030
10.4.6 Asia Pacific cloud advertising market, by application, 2018 - 2030
10.4.7 Asia Pacific cloud advertising market, by end-use industry, 2018 - 2030
10.4.8 China
10.4.8.1 China cloud advertising market, 2018 - 2030
10.4.8.2 China cloud advertising market, by service, 2018 - 2030
11.4.8.3 China cloud advertising market, by channel, 2018 - 2030
11.4.8.4 China cloud advertising market, by deployment, 2018 - 2030
11.4.8.5 China cloud advertising market, by enterprise size, 2018 - 2030
11.4.8.6 China cloud advertising market, by application, 2018 - 2030
11.4.8.7 China cloud advertising market, by end-use industry, 2018 - 2030
10.4.9 India
10.4.9.1 India cloud advertising market, 2018 - 2030
10.4.9.2 India cloud advertising market, by service, 2018 - 2030
10.4.9.3 India cloud advertising market, by channel, 2018 - 2030
10.4.9.4 India cloud advertising market, by deployment, 2018 - 2030
10.4.9.5 India cloud advertising market, by enterprise size, 2018 - 2030
10.4.9.6 India cloud advertising market, by application, 2018 - 2030
10.4.9.7 India cloud advertising market, by end-use industry, 2018 - 2030
10.4.10 Japan
10.4.10.1 Japan cloud advertising market, 2018 - 2030
11.4.10.2 Japan cloud advertising market, by service, 2018 - 2030
11.4.10.3 Japan cloud advertising market, by channel, 2018 - 2030
11.4.10.4 Japan cloud advertising market, by deployment, 2018 - 2030
11.4.10.5 Japan cloud advertising market, by enterprise size, 2018 - 2030
11.4.10.6 Japan cloud advertising market, by application, 2018 - 2030
11.4.10.7 Japan Cloud advertising market, by end-use industry, 2018 - 2030
10.4.11 Australia
10.4.11.1 Australia cloud advertising market, 2018 - 2030
10.4.11.2 Australia cloud advertising market, by service, 2018 - 2030
10.4.11.3 Australia cloud advertising market, by channel, 2018 - 2030
10.4.11.4 Australia cloud advertising market, by deployment, 2018 - 2030
10.4.11.5 Australia cloud advertising market, by enterprise size, 2018 - 2030
10.4.11.6 Australia cloud advertising market, by application, 2018 - 2030
10.4.11.7 Australia cloud advertising market, by end-use industry, 2018 - 2030
10.4.12 Singapore
10.4.12.1 Singapore cloud advertising market, 2018 - 2030
10.4.12.2 Singapore cloud advertising market, by service, 2018 - 2030
10.4.12.3 Singapore cloud advertising market, by channel, 2018 - 2030
10.4.12.4 Singapore cloud advertising market, by deployment, 2018 - 2030
10.4.12.5 Singapore cloud advertising market, by enterprise size, 2018 - 2030
10.4.12.6 Singapore cloud advertising market, by application, 2018 - 2030
10.4.12.7 Singapore cloud advertising market, by end-use industry, 2018 - 2030
10.5 Latin America
10.5.1 Latin America cloud advertising market, 2018 - 2030
10.5.2 Latin America cloud advertising market, by service, 2018 - 2030
10.5.3 Latin America cloud advertising market, by channel, 2018 - 2030
10.5.4 Latin America cloud advertising market, by deployment, 2018 - 2030
10.5.5 Latin America cloud advertising market, by enterprise size, 2018 - 2030
10.5.6 Latin America cloud advertising market, by application, 2018 - 2030
10.5.7 Latin America cloud advertising market, by end-use industry, 2018 - 2030
10.5.8 Brazil
10.5.8.1 Brazil cloud advertising market, 2018 - 2030
10.5.8.2 Brazil cloud advertising market, by service, 2018 - 2030
10.5.8.3 Brazil cloud advertising market, by channel, 2018 - 2030
10.5.8.4 Brazil cloud advertising market, by deployment, 2018 - 2030
10.5.8.5 Brazil cloud advertising market, by enterprise size, 2018 - 2030
10.5.8.6 Brazil cloud advertising market, by application, 2018 - 2030
10.5.8.7 Brazil cloud advertising market, by end-use industry, 2018 - 2030
10.5.9 Mexico
10.5.9.1 Mexico cloud advertising market, 2018 - 2030
10.5.9.2 Mexico cloud advertising market, by service, 2018 - 2030
10.5.9.3 Mexico cloud advertising market, by channel, 2018 - 2030
10.5.9.4 Mexico cloud advertising market, by deployment, 2018 - 2030
10.5.9.5 Mexico cloud advertising market, by enterprise size, 2018 - 2030
10.5.9.6 Mexico cloud advertising market, by application, 2018 - 2030
10.5.9.7 Mexico cloud advertising market, by end-use industry, 2018 - 2030
10.5.10 Chile
10.5.10.1 Chile cloud advertising market, 2018 - 2030
10.5.10.2 Chile cloud advertising market, by service, 2018 - 2030
10.5.10.3 Chile cloud advertising market, by channel, 2018 - 2030
10.5.10.4 Chile cloud advertising market, by deployment, 2018 - 2030
10.5.10.5 Chile cloud advertising market, by enterprise size, 2018 - 2030
10.5.10.6 Chile cloud advertising market, by application, 2018 - 2030
10.5.10.7 Chile cloud advertising market, by end-use industry, 2018 - 2030
10.5.11 Argentina
10.5.11.1 Argentina cloud advertising market, 2018 - 2030
10.5.11.2 Argentina cloud advertising market, by service, 2018 - 2030
10.5.11.3 Argentina cloud advertising market, by channel, 2018 - 2030
10.5.11.4 Argentina cloud advertising market, by deployment, 2018 - 2030
10.5.11.5 Argentina cloud advertising market, by enterprise size, 2018 - 2030
10.5.11.6 Argentina cloud advertising market, by application, 2018 - 2030
10.5.11.7 Argentina cloud advertising market, by end-use industry, 2018 - 2030
10.6 MEA
10.6.1 MEA cloud advertising market, 2018 - 2030
10.6.2 MEA cloud advertising market, by service, 2018 - 2030
10.6.3 MEA cloud advertising market, by channel, 2018 - 2030
10.6.4 MEA cloud advertising market, by deployment, 2018 - 2030
10.6.5 MEA cloud advertising market, by enterprise size, 2018 - 2030
10.6.6 MEA cloud advertising market, by application, 2018 - 2030
10.6.7 MEA cloud advertising market, by end-use industry, 2018 - 2030
10.6.8 Saudi Arabia
10.6.8.1 Saudi Arabia cloud advertising market, 2018 - 2030
10.6.8.2 Saudi Arabia cloud advertising market, by service, 2018 - 2030
10.6.8.3 Saudi Arabia cloud advertising market, by channel, 2018 - 2030
10.6.8.4 Saudi Arabia cloud advertising market, by deployment, 2018 - 2030
10.6.8.5 Saudi Arabia cloud advertising market, by enterprise size, 2018 - 2030
10.6.8.6 Saudi Arabia cloud advertising market, by application, 2018 - 2030
10.6.8.7 Saudi Arabia cloud advertising market, by end-use industry, 2018 - 2030
10.6.9 UAE
10.6.9.1 UAE cloud advertising market, 2018 - 2030
10.6.9.2 UAE cloud advertising market, by service, 2018 - 2030
10.6.9.3 UAE cloud advertising market, by channel, 2018 - 2030
10.6.9.4 UAE cloud advertising market, by deployment, 2018 - 2030
10.6.9.5 UAE cloud advertising market, by enterprise size, 2018 - 2030
10.6.9.6 UAE cloud advertising market, by application, 2018 - 2030
10.6.9.7 UAE cloud advertising market, by end-use industry, 2018 - 2030
10.6.10 South Africa
10.6.10.1 South Africa cloud advertising market, 2018 - 2030
10.6.10.2 South Africa cloud advertising market, by service, 2018 - 2030
10.6.10.3 South Africa cloud advertising market, by channel, 2018 - 2030
10.6.10.4 South Africa cloud advertising market, by deployment, 2018 - 2030
10.6.10.5 South Africa cloud advertising market, by enterprise size, 2018 - 2030
10.6.10.6 South Africa cloud advertising market, by application, 2018 - 2030
10.6.10.7 South Africa cloud advertising market, by end-use industry, 2018 - 2030
Chapter 11 Competitive Analysis
11.1 Key Company Heat Map Analysis, 2022
11.2 Recent Developments & Impact Analysis, By Key Market Participants
11.3 List of Few Players
11.4 Vendor Landscape
Chapter 12 Competitive Landscape
12.1 Google LLC
12.1.1 Company overview
12.1.2 Financial performance
12.1.3 Product benchmarking
12.1.4 Strategic initiatives
12.2 Oracle
12.2.1 Company overview
12.2.2 Financial performance
12.2.3 Product benchmarking
12.2.4 Strategic initiatives
12.3 IBM Corporation
12.3.1 Company overview
12.3.2 Financial performance
12.3.3 Product benchmarking
12.3.4 Strategic initiatives
12.4 Amazon Web Services, Inc.
12.4.1 Company overview
12.4.2 Financial performance
12.4.3 Product benchmarking
12.4.4 Strategic initiatives
12.5 Adobe
12.5.1 Company overview
12.5.2 Financial performance
12.5.3 Product benchmarking
12.5.4 Strategic initiatives
12.6 Salesforce, Inc.
12.6.1 Company overview
12.6.2 Financial performance
12.6.3 Product benchmarking
12.6.4 Strategic initiatives
12.7 Wipro
12.7.1 Company overview
12.7.2 Financial performance
12.7.3 Product benchmarking
12.7.4 Strategic initiatives
12.8 The Nielsen Company (US), LLC.
12.8.1 Company overview
12.8.2 Financial performance
12.8.3 Product benchmarking
12.8.4 Strategic initiatives
12.9 Viant Technology LLC
12.9.1 Company overview
12.9.2 Product benchmarking
12.9.3 Strategic initiatives
12.10 Cavai
12.10.1 Company overview
12.10.2 Product benchmarking
12.10.3 Strategic initiatives
12.11 Kubient
12.11.1 Company overview
12.11.2 Product benchmarking
12.11.3 Strategic initiatives
12.12 Imagine Communications
12.12.1 Company overview
12.12.2 Product benchmarking
12.12.3 Strategic initiatives
Chapter 13 KoL Commentary
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