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Cloud Advertising Market - Comprehensive Study Report & Recent Trends

Cloud Advertising Market Size By Type (Public Cloud, Private Cloud, Hybrid Cloud), By Service (Infrastructure As A Service (IaaS), Software As A Service (SaaS), Platform As A Service (PaaS), By End-Users (Public, Retail, Manufacturing, Healthcare, Transportation & Logistics, Media & Entertainment, Energy & Utility, Banking, Financial Services, And Insurance), And By Region. Global Market Analysis and Forecast, 2021-2027

  • Report ID : IMR-15949 |
  • Category : Service Industry  |
  • Published Date : December 2021 |
  • Format :   IMR Report Formats   IMR Report Formats   IMR Report Formats

Global Cloud Advertising Market Overview

Cloud Advertising Market size is projected to reach USD 7.37 Billion by 2027 from an estimated USD 2.73 Billion in 2021, growing at a CAGR of 18.4% globally.

Cloud advertising is a cloud computing solution for the advertising sector to manage the workflow in which cloud-based services provide support to the selection, transaction, and delivery of advertising and ad-related data. Cloud Advertising enables content and price determination by end-user access which is generally carried out by auction mechanism. Cloud Advertising applies in search, social, video, mobile, and display ad formats which can be used in different e-commerce and brick and mortar strategies like an auction, coupons, and discounts as well as in other advertising techniques. The growing IT industry supplement the cloud advertising market which is becoming a major part of the Software as a Service industry with recent advances in big data and eCommerce companies can utilize cloud advertising solutions to control the pricing in a variety of ways. Companies like Oracle, Google, and IBM provide optimized media solutions with omnichannel measurement. Some of the e-commerce giants like Amazon have integrated the cloud service into their cloud marketing-based business models, using internet tools to connect with customers. at every step of your journey and keeping track of all customer touchpoints required for sophisticated real-time communication and coordination from marketing, content, data, process, and reporting specialists. Such utilization of cloud-based solutions for advertising is boosting the Cloud Advertising Market.

Market Dynamics and Factors For Cloud Advertising:

Drivers

With the advent of various advanced technologies over the last decade 10, the marketing techniques used around the world have changed significantly. Today's leading marketers are increasingly focused on constantly updating their tools. Hence, there has been a remarkable increase in concept adoption. targeted marketing where you target a specific customer base. This marketing technique enables you to reach a certain type of product to potential customers.

Social media and email marketing are the latest techniques for targeting analysis. Data analytics are gaining traction among marketers as they provide precise details about your target audience and thus help optimize advertising and generate results. Therefore, the increased use of targeted marketing and consumer analysis tools is driving the expansion of the global cloud advertising market. In addition, healthier ROI and cost optimization are some of the factors driving the market growth.

The growing need for consumer analytic and utilization in businesses has increased significantly as data is the most valuable asset for businesses to grow. Marketing has developed a lot over the past ten years; New forms of marketing have arrived with constantly updated tools. Marketers can target the desired customer from the comfort of their own homes. Outdoor marketing is no longer the only way to reach your target audience; Nowadays marketers can market their products and services to the desired audience. Various forms of marketing can help end-users reach exactly the type of customer they want. Different types of marketing, such as social media marketing, email marketing, etc., help end-users analyze the target audience. The data analysis provides marketers with precise information about their target group so that advertising can be optimized and lead to efficient results. This growing demand for targeted marketing and consumer analytics is fuelling the growth of the cloud advertising market.

Restraints   

Data security is one of the major restraining factors in the Cloud Advertising Market. The demand for digital advertising is increasing, which will ultimately drive the demand for cloud advertising. Need for cloud advertising increases, the collection of customer data through various sources would increase. Agencies set standards for cloud advertising, but these standards serve as security measures whose rigidity has led to stifling the growth and adoption of cloud advertising. Various regulators, such as NIST, FISMA, FedRAMP, ISO, and HMG, set rules and regulations that cloud advertising solution providers must comply with. This will reduce concerns about compliance with the Payment Card Industry Data Security Standard (PCI DSS) and the Health Insurance Portability and Accountability Act (HIPAA), which aid the security, encryption, and protection of personal credit card information.

Opportunities

The market for cloud-based smartphones and IoT devices has grown significantly in the last 10 years. Sophisticated cloud infrastructure creates opportunities for such devices to use cloud platforms for data storage and transfer securely. The increasing number of smartphone users, increasing penetration of the Internet, and increasing consumption of digital media have resulted in a significant increase in online users, creating a new window for dynamic advertising that opens up more opportunities for the future cloud advertising market. According to a Statista report, the number of smartphone users who have access to the internet and consume more digital content is expected to rise to 7.5 billion in 2026, which will create more opportunities for the cloud advertising market in the future.

Challenges

The utilization of large volume data in an efficient manner can be a challenging factor for the cloud advertising market. Cloud computing enables to gathering and storing of massive data extracted from customers and other beneficiaries all over the world. Such massive data need to analyze and utilized smartly to set the result especially in the advertising sector where consumer analytics is the key tool to determine the price and the trend of a particular product. The data available for consumer analysis is collected from various sources and transmitted to various departments of an organization such as marketing, sales, and R and D. Data collected from different touchpoints like corporate websites, web, phones, social media and emails differ from one another, making it difficult for organizations to combine them as they need to be structured in different forms. Therefore, it is difficult to synchronize the customer's data generally format from each contact point which can be a challenging factor for Cloud Advertising Market.

Market Segmentation

By Type, Cloud Advertising has been segmented into:

  • Public Cloud
  • Private Cloud
  • Hybrid Cloud

By Service, Cloud Advertising has been segmented into:

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

By End Users, Cloud Advertising has been segmented into:

  • Public
  • Retail and consumer goods
  • Manufacturing
  • Healthcare
  • Transportation & Logistics
  • Media & Entertainment
  • Energy & Utility
  • Banking, Financial Services and Insurance (BFSI)

Regions and Countries Level Analysis:

  • North America (U.S., Canada, Mexico)
  • Europe (Germany, U.K., France, Italy, Russia, Spain etc.)
  • Asia-Pacific (China, India, Japan, Southeast Asia etc.)
  • South America (Brazil, Argentina etc.)
  • Middle East & Africa (Saudi Arabia, South Africa etc.)

By Type, Private Cloud is dominating the Cloud Advertising Market. Currently, a large portion of the cloud advertising market is held by big private players in cloud infrastructure such as Amazon AWS, Microsoft Azure, Google Cloud, Alibaba Cloud, IBM Cloud, and others. Each company contributes to proving service to private and public cloud projects due to enormous cloud infrastructure and technological advancement. Many leading eCommerce and advertising companies are depending on the cloud advertising service from these big players. Amazon Web Services (AWS) contributes 32 percent of the entire market Whereas, Microsoft Azure held 21 percent market share, followed by Google Cloud with eight percent market share. Together, these three private cloud vendors accounted for 61 percent of the total market share in the third quarter of 2021.

By Service, Software as a Service is the dominating service segment in the Cloud Advertising Market. Demand for Software as a Service has grown significantly due to the large beneficial factors for both customers and end developers. Software as a Service (SaaS) refers to an alternative way of accessing software instead of traditional access methods where the service provider makes software and applications available over the Internet and end-users subscribe to the software and access it through the provider's website or APIs. Updated applications can be used online while files are stored in the cloud itself rather than individual computers. By using SaaS, customers can access new features much faster and with lower up-front costs compared to traditional on-premise solutions. Governments from various parts use SaaS for numerous official platforms which are either outsourced or privately developed and manage. SaaS is a major factor for the growth of the Cloud Advertising Market.

By End User, Retail and consumer goods dominating in the end-user segment in Cloud Advertising Market. The retail and e-commerce industries are becoming increasingly customer-centric with their continued focus on the use of Internet technologies. It is expected to be one of the fastest-growing industries due to increasing consumer spending power. which are displayed in the shop windows, on the availability of products on mobile devices via the Internet. Buyers check prices, read product reviews, and browse competitor websites before purchasing products. Retailers employ various marketing strategies to attract customers to the store to purchase products through the online e-commerce platform. The growth in data utilization via cloud computing in the media and advertising has supplemented the growth of the Cloud advertising market globally.

Players Covered in Cloud Advertising market are :

Regional Analysis of Cloud Advertising Market

North America is dominating the Cloud Advertising Market during the forecasted period. High adoption of cloud-based solutions among end-user is highest in North America.  Most of the large providers in the market are also based in the US An estimated 80% of US companies that regularly use cloud services (that is, for more than a handful of applications) have two or more large cloud providers. Almost a fifth of North American brands expects to increase their marketing and advertising budgets by 25% or more in the coming year, which is expected to further increase the demand for cloud advertising solutions and services in the region. In the United States, mobile marketing is expected to be a driving force for the digital marketing and advertising industry, and in 2018 more than 70% of all digital advertising spend will account for the growth of the market under study. The growing investment in Artificial Intelligence and machine learning technologies in the region also creates space for the examined market to grow. Platforms or This will encourage the development of the examined market.

Asia Pacific is the fastest-growing region in the Cloud Advertising Market due to exponential growth in the IT sector which contributes majorly to each country’s economy. Countries like India, China, Singapore are the main key countries that provide the largest IT and Cloud-based services and also followed by Indonesia, Thailand and the Philippines registered massive growth in the cloud sector which is a supporting factor for the growth of the Cloud Advertising Market.

Key Developments of Cloud Advertising Market

  • In September 2021, Salesforce introduced new AI-powered innovations for Marketing Cloud that help companies. Make reliable, first-hand data the foundation of your digital strategy; and optimize the marketing effect with standardized analyses.
  •  In September 2021, IBM announced the introduction of new automation and artificial intelligence features in the IBM Watson Assistant to make it easier for companies to create improved customer service experiences across all channels phone, web, SMS, and any platform.

Covid19 Impact on Cloud Advertising Market

The need to keep employees safe during COVID19 has forced many companies to change their rules and policies. The main cause of the business interruption was the inability to move the workforce and coordinate human resources as before. Such sudden disruption has caused momentarily disruption but due to high demand of cloud-based services and work from home facilities by companies, IT sector and cloud services were hardly affected. Ecommerce platform have seen large traffic for essential goods and services opened the demand for cloud-based support and a cloud advertising services to process huge consumer analytics which boosted the Cloud Advertising Market during pandemic. Covid19 Pandemic have forced companies to change the way they work and rethink operational options. Governments Are Working Closely with Cloud Providers to Combat the COVID19 Pandemic. Also, The White House has announced the creation of the COVID19 High-Performance Computing Consortium to give COVID19 researchers around the world access to the world's most powerful high-performance computing resources that can greatly accelerate the pace of virus discovery.


Frequently Asked Questions :

  • Cloud advertising is a cloud computing solution for the advertising sector to manage the workflow in which cloud-based services provide support to the selection, transaction, and delivery of advertising and ad-related data.

  • The key players mentioned are  Adobe (US), Oracle (US), Salesforce (US), Google (US), IBM (US), SAP (Germany), Acquia (US), Demandbase (US), Experian (US), Kubient (US), FICO (US), HubSpot (US), Imagine Communications (US), InMobi (India), Marin Software (US), Sitecore (US), MediaMath (US), Nielsen (US), PEGA (US), and Sailthru (US).

  • The Cloud Advertising market is segmented into application type, product type and region. By Application type, the market is categorized into Customer Management, Campaign Management. By product type, it is classified into Public Cloud, Private Cloud, Hybrid Cloud and others. By region, it is analysed across North America (U.S.; Canada; Mexico), Europe (Germany; U.K.; France; Italy; Russia; Spain etc.), Asia-Pacific (China; India; Japan; Southeast Asia etc.), South America (Brazil; Argentina etc.), Middle East & Africa (Saudi Arabia; South Africa etc.).

  • The increasing number of smartphone users, increasing penetration of the Internet, and increasing consumption of digital media have resulted in a significant increase in online users, creating a new window for dynamic advertising that opens up more opportunities for the future cloud advertising market.

  • Cloud Advertising Market size is projected to reach USD 7.37 Billion by 2027 from an estimated USD 2.73 Billion in 2021, growing at a CAGR of 18.4% globally.

1. Market Overview of Cloud Advertising
	1.1 Cloud Advertising Market Overview
		1.1.1 Cloud Advertising Product Scope
		1.1.2 Market Status and Outlook
	1.2 Cloud Advertising Market Size by Regions: 2015 VS 2021 VS 2026
	1.3 Cloud Advertising Historic Market Size by Regions (2015-2020)
	1.4 Cloud Advertising Forecasted Market Size by Regions (2021-2026)
	1.5 Covid-19 Impact on Key Regions, Keyword Market Size YoY Growth (2015-2026)
		1.5.1 North America
		1.5.2 Europe
		1.5.3 Asia Pacific
		1.5.4 Middle East & Africa
		1.5.5 South America
		1.5.6 Rest of the World
	1.6 Coronavirus Disease 2019 (Covid-19) Impact Will Have a Severe Impact on Global Growth
		1.6.1 Covid-19 Impact: Global GDP Growth, 2019, 2020 and 2021 Projections
		1.6.2 Covid-19 Impact: Commodity Prices Indices
		1.6.3 Covid-19 Impact: Global Major Government Policy
2. Covid-19 Impact Cloud Advertising Sales Market by Type (2015-2026)
	2.1 Global Cloud Advertising Historic Market Size by Type (2015-2020)
	2.2 Global Cloud Advertising Forecasted Market Size by Application (2021-2026)
	2.3 Public Cloud
	2.4 Private Cloud
	2.5 Hybrid Cloud
3. Covid-19 Impact Cloud Advertising Sales Market by Application (2015-2026)
	3.1 Global Cloud Advertising Historic Market Size by Application (2015-2020)
	3.2 Global Cloud Advertising Forecasted Market Size by Application (2021-2026)
	3.3 Customer Management
	3.4 Campaign Management
4. Covid-19 Impact Market Competition by Manufacturers
	4.1 Global Cloud Advertising Production Capacity Market Share by Manufacturers (2015-2020)
	4.2 Global Cloud Advertising Revenue Market Share by Manufacturers (2015-2020)
	4.3 Global Cloud Advertising Average Price by Manufacturers (2015-2020)
5. Company Profiles and Key Figures in Cloud Advertising Business
	5.1 Adobe (US)
		5.1.1 Adobe (US) Company Profile
		5.1.2 Adobe (US) Cloud Advertising Product Specification
		5.1.3 Adobe (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.2 Oracle (US)
		5.2.1 Oracle (US) Company Profile
		5.2.2 Oracle (US) Cloud Advertising Product Specification
		5.2.3 Oracle (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.3 Salesforce (US)
		5.3.1 Salesforce (US) Company Profile
		5.3.2 Salesforce (US) Cloud Advertising Product Specification
		5.3.3 Salesforce (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.4 Google (US)
		5.4.1 Google (US) Company Profile
		5.4.2 Google (US) Cloud Advertising Product Specification
		5.4.3 Google (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.5 IBM (US)
		5.5.1 IBM (US) Company Profile
		5.5.2 IBM (US) Cloud Advertising Product Specification
		5.5.3 IBM (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.6 SAP (Germany)
		5.6.1 SAP (Germany) Company Profile
		5.6.2 SAP (Germany) Cloud Advertising Product Specification
		5.6.3 SAP (Germany) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.7 Acquia (US)
		5.7.1 Acquia (US) Company Profile
		5.7.2 Acquia (US) Cloud Advertising Product Specification
		5.7.3 Acquia (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.8 Demandbase (US)
		5.8.1 Demandbase (US) Company Profile
		5.8.2 Demandbase (US) Cloud Advertising Product Specification
		5.8.3 Demandbase (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.9 Experian (US)
		5.9.1 Experian (US) Company Profile
		5.9.2 Experian (US) Cloud Advertising Product Specification
		5.9.3 Experian (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.10 Kubient (US)
		5.10.1 Kubient (US) Company Profile
		5.10.2 Kubient (US) Cloud Advertising Product Specification
		5.10.3 Kubient (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.11 FICO (US)
		5.11.1 FICO (US) Company Profile
		5.11.2 FICO (US) Cloud Advertising Product Specification
		5.11.3 FICO (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.12 HubSpot (US)
		5.12.1 HubSpot (US) Company Profile
		5.12.2 HubSpot (US) Cloud Advertising Product Specification
		5.12.3 HubSpot (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.13 Imagine Communications (US)
		5.13.1 Imagine Communications (US) Company Profile
		5.13.2 Imagine Communications (US) Cloud Advertising Product Specification
		5.13.3 Imagine Communications (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.14 InMobi (India)
		5.14.1 InMobi (India) Company Profile
		5.14.2 InMobi (India) Cloud Advertising Product Specification
		5.14.3 InMobi (India) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.15 Marin Software (US)
		5.15.1 Marin Software (US) Company Profile
		5.15.2 Marin Software (US) Cloud Advertising Product Specification
		5.15.3 Marin Software (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.16 Sitecore (US)
		5.16.1 Sitecore (US) Company Profile
		5.16.2 Sitecore (US) Cloud Advertising Product Specification
		5.16.3 Sitecore (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.17 MediaMath (US)
		5.17.1 MediaMath (US) Company Profile
		5.17.2 MediaMath (US) Cloud Advertising Product Specification
		5.17.3 MediaMath (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.18 Nielsen (US)
		5.18.1 Nielsen (US) Company Profile
		5.18.2 Nielsen (US) Cloud Advertising Product Specification
		5.18.3 Nielsen (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.19 PEGA (US)
		5.19.1 PEGA (US) Company Profile
		5.19.2 PEGA (US) Cloud Advertising Product Specification
		5.19.3 PEGA (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.20 and Sailthru (US)
		5.20.1 and Sailthru (US) Company Profile
		5.20.2 and Sailthru (US) Cloud Advertising Product Specification
		5.20.3 and Sailthru (US) Cloud Advertising Production Capacity, Revenue, Price and Gross Margin (2015-2020)
6. North America
	6.1 North America Cloud Advertising Market Size (2015-2026)
	6.2 North America Cloud Advertising Key Players (2015-2020)
	6.3 North America Cloud Advertising Market Size by Type (2015-2020)
	6.4 North America Cloud Advertising Market Size by Application (2015-2020)
7. Europe
	7.1 Europe Cloud Advertising Market Size (2015-2026)
	7.2 Europe Cloud Advertising Key Players (2015-2020)
	7.3 Europe Cloud Advertising Market Size by Type (2015-2020)
	7.4 Europe Cloud Advertising Market Size by Application (2015-2020)
8. Asia Pacific
	8.1 Asia Pacific Cloud Advertising Market Size (2015-2026)
	8.2 Asia Pacific Cloud Advertising Key Players (2015-2020)
	8.3 Asia Pacific Cloud Advertising Market Size by Type (2015-2020)
	8.4 Asia Pacific Cloud Advertising Market Size by Application (2015-2020)
9. Middle East & Africa
	9.1 Middle East & Africa Cloud Advertising Market Size (2015-2026)
	9.2 Middle East & Africa Cloud Advertising Key Players (2015-2020)
	9.3 Middle East & Africa Cloud Advertising Market Size by Type (2015-2020)
	9.4 Middle East & Africa Cloud Advertising Market Size by Application (2015-2020)
10. South America
	10.1 South America Cloud Advertising Market Size (2015-2026)
	10.2 South America Cloud Advertising Key Players (2015-2020)
	10.3 South America Cloud Advertising Market Size by Type (2015-2020)
	10.4 South America Cloud Advertising Market Size by Application (2015-2020)
11. Rest of the World
	11.1 Rest of the World Cloud Advertising Market Size (2015-2026)
	11.2 Rest of the World Cloud Advertising Key Players (2015-2020)
	11.3 Rest of the World Cloud Advertising Market Size by Type (2015-2020)
	11.4 Rest of the World Cloud Advertising Market Size by Application (2015-2020)
16 Cloud Advertising Market Dynamics
	16.1 Covid-19 Impact Market Top Trends
	16.2 Covid-19 Impact Market Drivers
	16.3 Covid-19 Impact Market Challenges
	16.4 Porter’s Five Forces Analysis
18 Regulatory Information
17 Analyst's Viewpoints/Conclusions
18 Appendix
	18.1 Research Methodology
		18.1.1 Methodology/Research Approach
		18.1.2 Data Source
	18.2 Disclaimer
Tables and figures
Table Main Market Activities by Regions
Table Market Revenue (M USD) and Growth Rate 2015-2020
Table Major Players
Table Market Revenue (M USD) and Growth Rate 2015-2020
Table Major Players
Table Market Revenue (M USD) and Growth Rate 2015-2020
Table Major Players
Table Market Revenue (M USD) and Growth Rate 2015-2020
Table Major Players
Table Market Revenue (M USD) and Growth Rate 2015-2020
Table Major Players
Table Major Production Market share by Players 2019
Table Major Revenue (M USD) Market share by Players 2019
Table Production Market share by Major Regions in 2015-2020
Table Production Market share by Major Regions in 2021-2026
Table Revenue (M USD) Market share by Regions in 2015-2020
Table Revenue (M USD) Market share by Regions in 2021-2026
Table Industry Supply chain Analysis
Table Raw material Prices Analysis 2015-2020
Table Raw material Suppliers Market Analysis
Table Manufacturing Equipment Suppliers Analysis
Figure Production Process Analysis
Figure Production Cost Structure
Table major End Users by Regions
Table  Adobe (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Adobe (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Oracle (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Oracle (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Salesforce (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Salesforce (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Google (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Google (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  IBM (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  IBM (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  SAP (Germany) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  SAP (Germany)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Acquia (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Acquia (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Demandbase (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Demandbase (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Experian (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Experian (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Kubient (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Kubient (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  FICO (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  FICO (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  HubSpot (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  HubSpot (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Imagine Communications (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Imagine Communications (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  InMobi (India) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  InMobi (India)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Marin Software (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Marin Software (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Sitecore (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Sitecore (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  MediaMath (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  MediaMath (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Nielsen (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  Nielsen (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  PEGA (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  PEGA (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  and Sailthru (US) Information List
Figure Cloud Advertising Picture, Specifications and Applications of  and Sailthru (US)
Table Cloud Advertising Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table Business Locations
Figure Supply channels
Figure marketing strategy
Table Major Distributors and contact information by Regions
Table Major Customers and contact information by Regions
Table USA Supply, Import, Export, Consumption and Consumption Value (M USD)
Table Germany Supply, Import, Export, Consumption and Consumption Value (M USD)
Table China Supply, Import, Export, Consumption and Consumption Value (M USD)
Table Japan Supply, Import, Export, Consumption and Consumption Value (M USD)
Table India Supply, Import, Export, Consumption and Consumption Value (M USD)
Table World Demand by Regions Forecast Analysis of Smart Warehousing (2021-2026)
Table World Price by Regions Forecast Analysis of Smart Warehousing (2021-2026)
Table World Price by Types Forecast Analysis of Smart Warehousing (2021-2026)
Table World Price by Applications Forecast Analysis of Smart Warehousing (2021-2026)
Table World Revenue (M USD) by Regions Forecast Analysis of Smart Warehousing (2021-2026)
Table World Revenue (M USD) by Types Forecast Analysis of Smart Warehousing (2021-2026)
Table World Revenue (M USD) by Applications Forecast Analysis of Smart Warehousing (2021-2026)
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