세계의 양자 인공지능(AI) 기반 디지털 광고 입찰 시장 보고서(2025년)

Quantum artificial intelligence-powered digital advertising bidding refers to the integration of quantum computing with artificial intelligence (AI) algorithms to optimize the purchasing and placement of digital advertisements in real time. This method allows advertisers to process large volumes of data and predict user behavior more accurately, thereby maximizing campaign efficiency and return on investment.

The primary components of quantum artificial intelligence-powered digital advertising bidding include software, hardware, and services. Software comprises advanced platforms and solutions that combine quantum computing algorithms with AI models to optimize ad bidding strategies, automate campaign management, and improve audience targeting in real time. The main bidding types include real-time bidding, programmatic direct, private marketplace, and open auction. Deployments can be executed via cloud-based systems or on-premises infrastructure. These solutions are applied across various use cases, including display advertising, search advertising, social media advertising, video advertising, mobile advertising, and more. They cater to a wide range of end users such as retail and e-commerce, banking, financial services and insurance, media and entertainment, healthcare, automotive, information technology and telecommunications, and other sectors.

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 information technology sector, particularly in hardware manufacturing, data infrastructure, and software deployment. Higher duties on imported semiconductors, circuit boards, and networking equipment have raised production and operational costs for tech firms, cloud service providers, and data centers. Companies relying on globally sourced components for laptops, servers, and consumer electronics are facing longer lead times and increased pricing pressures. In parallel, tariffs on specialized software tools and retaliatory measures from key international markets have disrupted global IT supply chains and reduced overseas demand for U.S.-developed technologies. To navigate these challenges, the sector is accelerating investments in domestic chip fabrication, diversifying supplier bases, and adopting AI-driven automation to enhance operational resilience and cost efficiency.

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

The quantum artificial intelligence-powered digital advertising bidding market size has grown exponentially in recent years. It will grow from $1.56 billion in 2024 to $2.02 billion in 2025 at a compound annual growth rate (CAGR) of 29.5%. The growth during the historic period can be attributed to the increasing adoption of machine learning algorithms for ad targeting, growing demand for real-time bidding solutions, rising investments in digital advertising infrastructure, increasing complexity in consumer behavior analytics, and the expanding volume of online content consumption.

The quantum artificial intelligence-powered digital advertising bidding market size is expected to see exponential growth in the next few years. It will grow to $5.63 billion in 2029 at a compound annual growth rate (CAGR) of 29.2%. The growth in the forecast period can be attributed to the increasing demand for hyper-personalized advertising, rising adoption of multi-channel marketing platforms, growing regulatory emphasis on privacy-compliant ad solutions, increasing need for cross-border digital campaign optimization, and greater reliance on automation for campaign management. Key trends in the forecast period include the development of automated bid adjustment mechanisms, creation of privacy-compliant data processing methods, integration of blockchain for transparent ad bidding, incorporation of real-time customer data for dynamic bidding, and innovations in cross-platform ad campaign strategies.

The growing investment in quantum computing technologies is expected to drive the growth of quantum artificial intelligence-powered digital advertising bidding in the coming years. This investment is fueled by the increasing demand for advanced computational capabilities to address complex problems that classical computers cannot efficiently solve. Increased investment in quantum computing accelerates the advancement of quantum artificial intelligence-powered digital advertising bidding by enabling faster data processing, improved optimization algorithms, and more accurate predictive analytics. For example, in March 2025, the European Centre for International Political Economy (ECIPE), a Belgium-based non-profit policy research institute, reported that in 2024, global public investments in quantum technology from over 30 countries reached a cumulative $15 billion, a significant increase from $2.3 billion in 2021. Thus, growing investment in quantum computing technologies is fueling the growth of the quantum artificial intelligence-powered digital advertising bidding market.

The rising adoption of cloud-based solutions is expected to further propel the growth of the quantum artificial intelligence-powered digital advertising bidding market. Cloud-based solutions deliver computing services such as storage, processing power, and applications over the internet, offering accessibility and scalability. The growing use of cloud infrastructure by enterprises is driven by the need for flexible, scalable, and cost-effective IT resources that can adapt quickly to evolving business needs. Cloud-based solutions enhance quantum artificial intelligence-powered digital advertising bidding by providing scalable infrastructure, real-time processing, and optimized ad targeting. For instance, in December 2023, Eurostat, a Luxembourg-based government agency, reported that 45.2% of European Union (EU) enterprises used cloud computing services such as internet-based software, computing power, or storage, reflecting a 4.2 percentage point increase compared with 2021. Therefore, the rising penetration of cloud-based solutions is driving the growth of the quantum artificial intelligence-powered digital advertising bidding market.

In June 2023, D-Wave Quantum Inc., a Canada-based computer software company, partnered with Interpublic Group to leverage quantum computing for optimizing marketing campaigns. This collaboration aims to use quantum computing to build high-value, hyper-targeted audiences and uncover deeper data-driven insights, delivering more relevant and effective marketing at scale. The Interpublic Group of Companies, a US-based advertising firm, is actively exploring quantum computing to enhance digital advertising strategies, particularly in optimizing bidding processes.

Major players in the quantum artificial intelligence-powered digital advertising bidding market are NVIDIA Corporation, Adobe Inc., The Interpublic Group of Companies Inc., The Trade Desk Inc., Taboola.com Ltd., D-Wave Quantum Inc., Magnite Inc., RTB House S.A., Rishabh Software Pvt. Ltd., Scibids Technology SAS, Xandr Inc., Toshiba Digital Solutions Corporation, SmartyAds Inc., Marin Software Incorporated, Instinctools GmbH, Zapata Computing Inc., Omneky Inc., Blueqat Inc., Matrix Marketing Group Inc., Strangeworks Inc.

North America was the largest region in the quantum artificial intelligence-powered digital advertising bidding market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in quantum artificial intelligence-powered digital advertising bidding report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the quantum artificial intelligence-powered digital advertising bidding market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The quantum artificial intelligence-powered digital advertising bidding market consists of revenues earned by entities by providing services such as real-time ad auction optimization, audience targeting and segmentation, predictive campaign performance analytics, automated creative personalization, and fraud detection and brand safety. The market value includes the value of related goods sold by the service provider or included within the service offering. The quantum artificial intelligence-powered digital advertising bidding market also includes sales of campaign management Tools, real-time personalization engines, programmatic advertising platforms, fraud detection and prevention tools, and cross-channel marketing automation tools. Values in this market are 'factory gate' values; that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

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.

Quantum Artificial Intelligence-Powered Digital Advertising Bidding 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 quantum artificial intelligence-powered digital advertising bidding 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 quantum artificial intelligence-powered digital advertising bidding ? 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 quantum artificial intelligence-powered digital advertising bidding 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; Hardware; Services
• 2) By Bidding Type: Real-Time Bidding; Programmatic Direct; Private Marketplace; Open Auction
• 3) By Deployment Mode: Cloud; On-Premises
• 4) By Application: Display Advertising; Search Advertising; Social Media Advertising; Video Advertising; Mobile Advertising; Other Applications
• 5) By End-User: Retail And E-commerce; Banking, Financial Services And Insurance; Media And Entertainment; Healthcare; Automotive; Information Technology And Telecommunications; Other End-Users
• Subsegments:
• 1) By Software: Platform Solutions; Analytics And Optimization Tools; Audience Targeting Solutions; Campaign Management Systems; Data Integration And Processing Software
• 2) By Hardware: Quantum Processing Units; Classical Computing Infrastructure; Networking And Connectivity Equipment; Data Storage Systems; Specialized Accelerators
• 3) By Services: Consulting And Advisory Services; System Integration Services; Managed Services; Training And Support Services; Research And Development Services
• Companies Mentioned: NVIDIA Corporation; Adobe Inc.; The Interpublic Group of Companies Inc.; The Trade Desk Inc.; Taboola.com Ltd.; D-Wave Quantum Inc.; Magnite Inc.; RTB House S.A.; Rishabh Software Pvt. Ltd.; Scibids Technology SAS; Xandr Inc.; Toshiba Digital Solutions Corporation; SmartyAds Inc.; Marin Software Incorporated; Instinctools GmbH; Zapata Computing Inc.; Omneky Inc.; Blueqat Inc.; Matrix Marketing Group Inc.; Strangeworks 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. Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Characteristics

3. Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Trends And Strategies

4. Quantum Artificial Intelligence-Powered Digital Advertising Bidding 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 Quantum Artificial Intelligence-Powered Digital Advertising Bidding Growth Analysis And Strategic Analysis Framework

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

6. Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Segmentation

• 6.1. Global Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Software
• Hardware
• Services
• 6.2. Global Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Real-Time Bidding
• Programmatic Direct
• Private Marketplace
• Open Auction
• 6.3. Global Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Cloud
• On-Premises
• 6.4. Global Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Display Advertising
• Search Advertising
• Social Media Advertising
• Video Advertising
• Mobile Advertising
• Other Applications
• 6.5. Global Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Retail And E-commerce
• Banking, Financial Services And Insurance
• Media And Entertainment
• Healthcare
• Automotive
• Information Technology And Telecommunications
• Other End-Users
• 6.6. Global Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Platform Solutions
• Analytics And Optimization Tools
• Audience Targeting Solutions
• Campaign Management Systems
• Data Integration And Processing Software
• 6.7. Global Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Quantum Processing Units
• Classical Computing Infrastructure
• Networking And Connectivity Equipment
• Data Storage Systems
• Specialized Accelerators
• 6.8. Global Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Consulting And Advisory Services
• System Integration Services
• Managed Services
• Training And Support Services
• Research And Development Services

7. Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Regional And Country Analysis

• 7.1. Global Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 7.2. Global Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 8.1. Asia-Pacific Quantum Artificial Intelligence-Powered Digital Advertising Bidding 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 Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 9.1. China Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Overview
• 9.2. China Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 10.1. India Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 11.1. Japan Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Overview
• 11.2. Japan Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 12.1. Australia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 13.1. Indonesia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 14.1. South Korea Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Overview
• 14.2. South Korea Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 15.1. Western Europe Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Overview
• 15.2. Western Europe Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 16.1. UK Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 17.1. Germany Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 18.1. France Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 19.1. Italy Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 20.1. Spain Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 21.1. Eastern Europe Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Overview
• 21.2. Eastern Europe Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 22.1. Russia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 23.1. North America Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Overview
• 23.2. North America Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 24.1. USA Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Overview
• 24.2. USA Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 25.1. Canada Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Overview
• 25.2. Canada Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 26.1. South America Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Overview
• 26.2. South America Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 27.1. Brazil Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 28.1. Middle East Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Overview
• 28.2. Middle East Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

• 29.1. Africa Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Overview
• 29.2. Africa Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Bidding Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Competitive Landscape And Company Profiles

• 30.1. Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Competitive Landscape
• 30.2. Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Company Profiles
  • 30.2.1. NVIDIA Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. Adobe Inc. Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. The Interpublic Group of Companies Inc. Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. The Trade Desk Inc. Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. Taboola.com Ltd. Overview, Products and Services, Strategy and Financial Analysis

31. Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Other Major And Innovative Companies

• 31.1. D-Wave Quantum Inc.
• 31.2. Magnite Inc.
• 31.3. RTB House S.A.
• 31.4. Rishabh Software Pvt. Ltd.
• 31.5. Scibids Technology SAS
• 31.6. Xandr Inc.
• 31.7. Toshiba Digital Solutions Corporation
• 31.8. SmartyAds Inc.
• 31.9. Marin Software Incorporated
• 31.10. Instinctools GmbH
• 31.11. Zapata Computing Inc.
• 31.12. Omneky Inc.
• 31.13. Blueqat Inc.
• 31.14. Matrix Marketing Group Inc.
• 31.15. Strangeworks Inc.

32. Global Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

34. Recent Developments In The Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market

35. Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market High Potential Countries, Segments and Strategies

• 35.1 Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Quantum Artificial Intelligence-Powered Digital Advertising Bidding Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Quantum Artificial Intelligence-Powered Digital Advertising Bidding 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