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프로그래매틱 디스플레이 시장 : 시장 분석 및 예측(-2033년) - 유형별, 제품별, 서비스별, 기술별, 구성요소별, 용도별, 장치별, 배포별

Programmatic Display Market Analysis and Forecast to 2033: Type, Product, Services, Technology, Component, Application, Device, Deployment, End User, Solutions

발행일: | 리서치사: Global Insight Services | 페이지 정보: 영문 363 Pages | 배송안내 : 3-5일 (영업일 기준)

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

프로그래매틱 디스플레이 시장은 2023년 1,550억 달러에서 2033년 4,000억 달러로 확대될 것으로 예상되며, CAGR은 약 10.2%를 나타낼 것으로 예측됩니다.

프로그래매틱 디스플레이 시장에는 고급 알고리즘과 실시간 입찰을 통해 광고 배치와 타겟팅을 최적화하는 디지털 광고?의 자동 매매가 포함됩니다. 이 시장에는 다양한 디지털 채널에서 디스플레이 광고의 효율적이고 데이터에 기반한 효율적인 전달을 촉진하는 플랫폼, 기술 및 서비스가 포함되며, 개인화되고 맥락에 맞는 컨텐츠를 통해 광고주의 도달 범위와 참여를 강화합니다.

프로그래매틱 디스플레이 시장은 기술 발전과 디지털 광고 투자 증가에 힘입어 견조한 성장세를 보이고 있습니다. 이 시장은 동영상 광고의 하위 부문이 주도하고 있으며, 참여율 향상과 플랫폼 간 동영상 컨텐츠의 확산이 기여하고 있습니다. 디스플레이 배너는 범용성과 광범위한 사용으로 인해 관련성을 유지하며 두 번째로 높은 하위 부문을 유지하고 있습니다. 지역별로는 북미가 성숙한 디지털 생태계와 광고주들의 높은 광고비 지출에 힘입어 계속해서 선두를 달리고 있습니다. 유럽은 프로그래매틱 광고의 확산과 양호한 규제 환경에 힘입어 두 번째로 높은 실적을 기록했습니다. 국가별로는 선진적인 기술 인프라와 막대한 디지털 광고비를 반영하여 미국이 압도적인 강세를 보이고 있습니다. 그 뒤를 이어 영국이 역동적인 광고 환경과 강력한 이커머스 성장에 힘입어 2위를 차지했으며, AI와 머신러닝과 같은 새로운 기술이 타겟팅 능력과 효율성을 향상시켜 광고주에게 더 많은 비즈니스 기회를 제공할 것으로 보입니다.

2023년, 프로그래매틱 디스플레이 시장은 견조한 성장세를 보이며, 추정 시장 규모는 1조 2,000억 광고 노출에 달할 것으로 예상됩니다. 시장 점유율은 디스플레이 광고가 50%, 동영상 광고가 30%, 네이티브 광고가 20%를 차지할 것으로 예상됩니다. 디스플레이 광고의 우위는 다양한 디지털 플랫폼에서 널리 채택되고 있기 때문입니다. 모바일 프로그래매틱 디스플레이와 같은 주요 부문은 스마트폰의 보급에 힘입어 시장의 60%를 차지할 정도로 성장하고 있으며, 구글, 페이스북, 아마존과 같은 업계 선두주자들은 광범위한 광고 네트워크와 사용자 데이터를 활용하여 큰 영향력을 유지하고 있습니다. 영향력을 유지하고 있습니다.

경쟁 구도는 기술 발전과 전략적 파트너십을 통해 형성되고 있습니다. 기업들은 광고 타겟팅과 성과를 최적화하기 위해 AI 기반 솔루션에 대한 투자를 늘리고 있으며, GDPR(EU 개인정보보호규정)(EU 개인정보보호규정)과 CCPA를 중심으로 한 규제 프레임워크는 컴플라이언스 과제를 부과하는 동시에 투명성과 소비자 신뢰를 촉진하고 있습니다. 향후 예측에 따르면, 실시간 입찰과 프로그래매틱 직접(Programmatic Direct)의 혁신으로 효율성이 향상되어 연간 15%의 성장이 예상됩니다. 디지털 광고 비용 증가와 고급 분석의 통합으로 시장은 더욱 확대될 것으로 보입니다.

북미 프로그래매틱 디스플레이 시장은 기술 발전과 높은 디지털 광고 비용에 힘입어 견조한 성장세를 보이고 있습니다. 미국은 성숙한 디지털 생태계와 첨단 기술 대기업의 강력한 입지를 바탕으로 압도적인 강세를 보이고 있습니다. 캐나다는 다양한 산업 분야에서 프로그래매틱 솔루션의 채택이 증가하면서 큰 기여를 하고 있습니다.

유럽은 영국과 독일이 주도하고 있습니다. 이 지역에서는 데이터 프라이버시와 규제 프레임워크가 강조되면서 시장 역학이 형성되고 있습니다. 광고주들은 투명성과 브랜드 안전성을 중시하며 소비자와 이해관계자의 신뢰를 형성하고 있습니다. 이 시장은 꾸준한 성장세를 보이고 있습니다.

아태지역은 중국과 인도를 필두로 역동적인 양상을 보이고 있습니다. 급속한 디지털화와 모바일 보급이 프로그래매틱의 성장에 박차를 가하고 있습니다. 로컬 플랫폼과 세계 기업들이 경쟁하며 혁신과 효율화를 촉진하고 있습니다. 이 지역의 다양한 시장은 사업 확장에 큰 기회를 제공합니다.

브라질과 멕시코를 필두로 라틴아메리카가 부상하고 있습니다. 인터넷 보급과 모바일 사용 증가로 인해 프로그래매틱 솔루션에 대한 수요가 증가하고 있습니다. 이 시장은 경기변동과 인프라의 한계 등의 문제에 직면해 있지만, 여전히 유망한 시장입니다.

중동 및 아프리카는 UAE와 남아공이 핵심 기업로서 잠재력을 발휘하고 있습니다. 디지털 전환에 대한 노력과 기술에 능통한 젊은 층이 시장 확대를 뒷받침하고 있습니다. 인터넷 접근성 제한과 규제적 장애물 등 과제가 있지만, 성장 기회는 풍부합니다.

목차

제1장 프로그래매틱 디스플레이 시장 개요

  • 조사 목적
  • 프로그래매틱 디스플레이 시장 정의와 조사 범위
  • 보고서 제한 사항
  • 조사 대상 연도 및 통화
  • 조사 방법

제2장 주요 요약

제3장 시장에 관한 프리미엄 인사이트

제4장 프로그래매틱 디스플레이 시장 전망

  • 프로그래매틱 디스플레이 시장 세분화
  • 시장 역학
  • Porter의 Five Forces 분석
  • PESTLE 분석
  • 밸류체인 분석
  • 4P 모델
  • ANSOFF 매트릭스

제5장 프로그래매틱 디스플레이 시장 전략

  • 상위 시장 분석
  • 수급 분석
  • 소비자 구매 의욕
  • 사례 연구 분석
  • 가격 분석
  • 규제 상황
  • 공급망 분석
  • 경쟁 제품 분석
  • 최근 동향

제6장 프로그래매틱 디스플레이 시장 규모

  • 프로그래매틱 디스플레이 시장 규모 : 금액별
  • 프로그래매틱 디스플레이 시장 규모 : 수량별

제7장 프로그래매틱 디스플레이 시장 : 유형별

  • 시장 개요
  • 실시간 입찰(RTB)
  • 프라이빗 마켓플레이스(PMP)
  • 자동 보증
  • 프로그래매틱 다이렉트
  • 기타

제8장 프로그래매틱 디스플레이 시장 : 제품별

  • 시장 개요
  • 디스플레이 광고
  • 영상 광고
  • 네이티브 광고
  • 오디오 광고
  • 소셜 광고
  • 기타

제9장 프로그래매틱 디스플레이 시장 : 서비스별

  • 시장 개요
  • 매니지드 서비스
  • 셀프서비스
  • 컨설팅 서비스
  • 기타

제10장 프로그래매틱 디스플레이 시장 : 기술별

  • 시장 개요
  • 인공지능(AI)
  • 머신러닝
  • 블록체인
  • 빅데이터 분석
  • 기타

제11장 프로그래매틱 디스플레이 시장 : 컴포넌트별

  • 시장 개요
  • 수요측 플랫폼(DSP)
  • 공급측 플랫폼(SSP)
  • Ad Exchange
  • 광고 서버
  • 데이터 관리 플랫폼(DMP)
  • 기타

제12장 프로그래매틱 디스플레이 시장 : 용도별

  • 시장 개요
  • 소매
  • 미디어 및 엔터테인먼트
  • 여행 및 호스피탈리티
  • 은행/금융서비스/보험(BFSI)
  • 자동차
  • 헬스케어
  • 텔레콤
  • 교육
  • 기타

제13장 프로그래매틱 디스플레이 시장 : 디바이스별

  • 시장 개요
  • 데스크톱
  • 모바일
  • 커넥티드 TV
  • 디지털 아웃 오브 홈(DOOH)
  • 기타

제14장 프로그래매틱 디스플레이 시장 : 전개 형태별

  • 시장 개요
  • 온프레미스
  • 클라우드 기반
  • 하이브리드
  • 기타

제15장 프로그래매틱 디스플레이 시장 : 최종사용자별

  • 시장 개요
  • 광고주
  • 출판사
  • 대리점
  • 기타

제16장 프로그래매틱 디스플레이 시장 : 솔루션별

  • 시장 개요
  • 청중 타겟팅
  • 크로스 디바이스 트래킹
  • 부정 방지
  • 크리에이티브 최적화
  • 기타

제17장 프로그래매틱 디스플레이 시장 : 지역별

  • 개요
  • 북미
    • 미국
    • 캐나다
  • 유럽
    • 영국
    • 독일
    • 프랑스
    • 스페인
    • 이탈리아
    • 네덜란드
    • 스웨덴
    • 스위스
    • 덴마크
    • 핀란드
    • 러시아
    • 기타 유럽
  • 아시아태평양
    • 중국
    • 인도
    • 일본
    • 한국
    • 호주
    • 싱가포르
    • 인도네시아
    • 대만
    • 말레이시아
    • 기타 아시아태평양
  • 라틴아메리카
    • 브라질
    • 멕시코
    • 아르헨티나
    • 기타 라틴아메리카
  • 중동 및 아프리카
    • 사우디아라비아
    • 아랍에미리트(UAE)
    • 남아프리카공화국
    • 기타 중동 및 아프리카

제18장 경쟁 구도

  • 개요
  • 시장 점유율 분석
  • 주요 기업의 포지셔닝
  • 경쟁 리더십 매핑
  • 벤더 벤치마킹
  • 개발 전략 벤치마킹

제19장 기업 개요

  • The Trade Desk
  • MediaMath
  • Criteo
  • Adform
  • Sizmek
  • Centro
  • Zeta Global
  • Quantcast
  • InMobi
  • Rubicon Project
  • AppNexus
  • OpenX
  • Rocket Fuel
  • PubMatic
  • Choozle
  • Amobee
  • SmartyAds
  • BidSwitch
  • Index Exchange
  • Flashtalking
LSH 25.02.19

The programmatic display market is anticipated to expand from $155 billion in 2023 to $400 billion by 2033, with a CAGR of approximately 10.2%.

The Programmatic Display Market encompasses the automated buying and selling of digital advertising space, utilizing sophisticated algorithms and real-time bidding to optimize ad placement and targeting. This market includes platforms, technologies, and services that facilitate the efficient and data-driven distribution of display ads across various digital channels, enhancing advertisers' reach and engagement through personalized and contextually relevant content.

The programmatic display market is witnessing robust expansion, driven by technological advancements and increased digital advertising investments. Within this market, the video advertising sub-segment leads, benefiting from higher engagement rates and the proliferation of video content across platforms. Display banners follow as the second-highest performing sub-segment, maintaining relevance due to their versatility and widespread use. Geographically, North America remains the top-performing region, bolstered by a mature digital ecosystem and high advertiser spending. Europe ranks as the second-highest performing region, supported by increasing programmatic adoption and favorable regulatory environments. Within countries, the United States dominates, reflecting its advanced technological infrastructure and substantial digital ad spending. The United Kingdom follows, driven by its dynamic advertising landscape and strong e-commerce growth. The market's trajectory suggests continued expansion, with emerging technologies like AI and machine learning poised to enhance targeting capabilities and efficiency, unlocking further opportunities for advertisers.

In 2023, the Programmatic Display Market saw a robust expansion, with an estimated market volume of 1.2 trillion ad impressions. Display ads accounted for 50% of the total market share, while video ads held 30%, and native ads captured 20%. The dominance of display ads is driven by their widespread adoption across various digital platforms. Key segments like mobile programmatic display continue to gain traction, representing 60% of the market, fueled by the ubiquitous use of smartphones. Industry leaders such as Google, Facebook, and Amazon maintain substantial influence, leveraging their extensive ad networks and user data.

Competitive dynamics are shaped by technological advancements and strategic partnerships. Companies are increasingly investing in AI-driven solutions to optimize ad targeting and performance. Regulatory frameworks, particularly GDPR and CCPA, impose compliance challenges but also foster transparency and consumer trust. The market is poised for further expansion, driven by increased digital ad spending and the integration of advanced analytics.

The North American programmatic display market is robust, driven by technological advancements and high digital advertising expenditure. The United States dominates, benefiting from a mature digital ecosystem and a strong presence of tech giants. Canada contributes significantly, with increasing adoption of programmatic solutions across various industries.

Europe follows closely, with the United Kingdom and Germany leading the charge. The region's emphasis on data privacy and regulatory frameworks shapes market dynamics. Advertisers focus on transparency and brand safety, fostering trust among consumers and stakeholders. The market is poised for steady growth.

Asia Pacific presents a dynamic landscape, with China and India at the forefront. Rapid digitalization and mobile adoption fuel programmatic growth. Local platforms and global players compete, driving innovation and efficiency. The region's diverse markets offer vast opportunities for expansion.

Latin America is emerging, with Brazil and Mexico spearheading growth. Increasing internet penetration and mobile usage drive demand for programmatic solutions. The market faces challenges, including economic volatility and infrastructure limitations, yet remains promising.

The Middle East and Africa show potential, with the UAE and South Africa as key players. Digital transformation initiatives and a young, tech-savvy population support market expansion. Challenges include limited internet access and regulatory hurdles, but opportunities abound for growth.

Key Companies

The Trade Desk, Media Math, Criteo, Adform, Sizmek, Centro, Zeta Global, Quantcast, In Mobi, Rubicon Project, App Nexus, Open X, Rocket Fuel, Pub Matic, Choozle, Amobee, Smarty Ads, Bid Switch, Index Exchange, Flashtalking

Sources

U.S. Census Bureau, Bureau of Economic Analysis, European Commission - Digital Economy and Society, Interactive Advertising Bureau (IAB), World Economic Forum, United Nations Conference on Trade and Development (UNCTAD), Organization for Economic Co-operation and Development (OECD), Internet Advertising Bureau UK, Digital Advertising Alliance, Data & Marketing Association, World Advertising Research Center (WARC), International Telecommunication Union (ITU), International Data Corporation (IDC) - Events, Mobile World Congress, AdExchanger Programmatic I/O, Advertising Week, Cannes Lions International Festival of Creativity, Consumer Electronics Show (CES), International Conference on Web and Social Media (ICWSM), The Conference on Digital Experimentation (CODE).

Research Scope

  • Estimates and forecasts the overall market size across type, application, and region.
  • Provides detailed information and key takeaways on qualitative and quantitative trends, dynamics, business framework, competitive landscape, and company profiling.
  • Identifies factors influencing market growth and challenges, opportunities, drivers, and restraints.
  • Identifies factors that could limit company participation in international markets to help calibrate market share expectations and growth rates.
  • Evaluates key development strategies like acquisitions, product launches, mergers, collaborations, business expansions, agreements, partnerships, and R&D activities.
  • Analyzes smaller market segments strategically, focusing on their potential, growth patterns, and impact on the overall market.
  • Outlines the competitive landscape, assessing business and corporate strategies to monitor and dissect competitive advancements.

Our research scope provides comprehensive market data, insights, and analysis across a variety of critical areas. We cover Local Market Analysis, assessing consumer demographics, purchasing behaviors, and market size within specific regions to identify growth opportunities. Our Local Competition Review offers a detailed evaluation of competitors, including their strengths, weaknesses, and market positioning. We also conduct Local Regulatory Reviews to ensure businesses comply with relevant laws and regulations. Industry Analysis provides an in-depth look at market dynamics, key players, and trends. Additionally, we offer Cross-Segmental Analysis to identify synergies between different market segments, as well as Production-Consumption and Demand-Supply Analysis to optimize supply chain efficiency. Our Import-Export Analysis helps businesses navigate global trade environments by evaluating trade flows and policies. These insights empower clients to make informed strategic decisions, mitigate risks, and capitalize on market opportunities.

TABLE OF CONTENTS

1: Programmatic Display Market Overview

  • 1.1 Objectives of the Study
  • 1.2 Programmatic Display Market Definition and Scope of the Report
  • 1.3 Report Limitations
  • 1.4 Years & Currency Considered in the Study
  • 1.5 Research Methodologies
    • 1.5.1 Secondary Research
    • 1.5.2 Primary Research
    • 1.5.3 Market Size Estimation: Top-Down Approach
    • 1.5.4 Market Size Estimation: Bottom-Up Approach
    • 1.5.5 Data Triangulation and Validation

2: Executive Summary

  • 2.1 Summary
  • 2.2 Key Opinion Leaders
  • 2.3 Key Highlights of the Market, by Type
  • 2.4 Key Highlights of the Market, by Product
  • 2.5 Key Highlights of the Market, by Services
  • 2.6 Key Highlights of the Market, by Technology
  • 2.7 Key Highlights of the Market, by Component
  • 2.8 Key Highlights of the Market, by Application
  • 2.9 Key Highlights of the Market, by Device
  • 2.10 Key Highlights of the Market, by Deployment
  • 2.11 Key Highlights of the Market, by End User
  • 2.12 Key Highlights of the Market, by Solutions
  • 2.13 Key Highlights of the Market, by North America
  • 2.14 Key Highlights of the Market, by Europe
  • 2.15 Key Highlights of the Market, by Asia-Pacific
  • 2.16 Key Highlights of the Market, by Latin America
  • 2.17 Key Highlights of the Market, by Middle East
  • 2.18 Key Highlights of the Market, by Africa

3: Premium Insights on the Market

  • 3.1 Market Attractiveness Analysis, by Region
  • 3.2 Market Attractiveness Analysis, by Type
  • 3.3 Market Attractiveness Analysis, by Product
  • 3.4 Market Attractiveness Analysis, by Services
  • 3.5 Market Attractiveness Analysis, by Technology
  • 3.6 Market Attractiveness Analysis, by Component
  • 3.7 Market Attractiveness Analysis, by Application
  • 3.8 Market Attractiveness Analysis, by Device
  • 3.9 Market Attractiveness Analysis, by Deployment
  • 3.10 Market Attractiveness Analysis, by End User
  • 3.11 Market Attractiveness Analysis, by Solutions
  • 3.12 Market Attractiveness Analysis, by North America
  • 3.13 Market Attractiveness Analysis, by Europe
  • 3.14 Market Attractiveness Analysis, by Asia-Pacific
  • 3.15 Market Attractiveness Analysis, by Latin America
  • 3.16 Market Attractiveness Analysis, by Middle East
  • 3.17 Market Attractiveness Analysis, by Africa

4: Programmatic Display Market Outlook

  • 4.1 Programmatic Display Market Segmentation
  • 4.2 Market Dynamics
    • 4.2.1 Market Drivers
    • 4.2.2 Market Trends
    • 4.2.3 Market Restraints
    • 4.2.4 Market Opportunities
  • 4.3 Porters Five Forces Analysis
    • 4.3.1 Threat of New Entrants
    • 4.3.2 Threat of Substitutes
    • 4.3.3 Bargaining Power of Buyers
    • 4.3.4 Bargaining Power of Supplier
    • 4.3.5 Competitive Rivalry
  • 4.4 PESTLE Analysis
  • 4.5 Value Chain Analysis
  • 4.6 4Ps Model
  • 4.7 ANSOFF Matrix

5: Programmatic Display Market Strategy

  • 5.1 Parent Market Analysis
  • 5.2 Supply-Demand Analysis
  • 5.3 Consumer Buying Interest
  • 5.4 Case Study Analysis
  • 5.5 Pricing Analysis
  • 5.6 Regulatory Landscape
  • 5.7 Supply Chain Analysis
  • 5.8 Competition Product Analysis
  • 5.9 Recent Developments

6: Programmatic Display Market Size

  • 6.1 Programmatic Display Market Size, by Value
  • 6.2 Programmatic Display Market Size, by Volume

7: Programmatic Display Market, by Type

  • 7.1 Market Overview
  • 7.2 Real-Time Bidding (RTB)
    • 7.2.1 Key Market Trends & Opportunity Analysis
    • 7.2.2 Market Size and Forecast, by Region
  • 7.3 Private Marketplace (PMP)
    • 7.3.1 Key Market Trends & Opportunity Analysis
    • 7.3.2 Market Size and Forecast, by Region
  • 7.4 Automated Guaranteed
    • 7.4.1 Key Market Trends & Opportunity Analysis
    • 7.4.2 Market Size and Forecast, by Region
  • 7.5 Programmatic Direct
    • 7.5.1 Key Market Trends & Opportunity Analysis
    • 7.5.2 Market Size and Forecast, by Region
  • 7.6 Others
    • 7.6.1 Key Market Trends & Opportunity Analysis
    • 7.6.2 Market Size and Forecast, by Region

8: Programmatic Display Market, by Product

  • 8.1 Market Overview
  • 8.2 Display Ads
    • 8.2.1 Key Market Trends & Opportunity Analysis
    • 8.2.2 Market Size and Forecast, by Region
  • 8.3 Video Ads
    • 8.3.1 Key Market Trends & Opportunity Analysis
    • 8.3.2 Market Size and Forecast, by Region
  • 8.4 Native Ads
    • 8.4.1 Key Market Trends & Opportunity Analysis
    • 8.4.2 Market Size and Forecast, by Region
  • 8.5 Audio Ads
    • 8.5.1 Key Market Trends & Opportunity Analysis
    • 8.5.2 Market Size and Forecast, by Region
  • 8.6 Social Ads
    • 8.6.1 Key Market Trends & Opportunity Analysis
    • 8.6.2 Market Size and Forecast, by Region
  • 8.7 Others
    • 8.7.1 Key Market Trends & Opportunity Analysis
    • 8.7.2 Market Size and Forecast, by Region

9: Programmatic Display Market, by Services

  • 9.1 Market Overview
  • 9.2 Managed Services
    • 9.2.1 Key Market Trends & Opportunity Analysis
    • 9.2.2 Market Size and Forecast, by Region
  • 9.3 Self-Service
    • 9.3.1 Key Market Trends & Opportunity Analysis
    • 9.3.2 Market Size and Forecast, by Region
  • 9.4 Consulting Services
    • 9.4.1 Key Market Trends & Opportunity Analysis
    • 9.4.2 Market Size and Forecast, by Region
  • 9.5 Others
    • 9.5.1 Key Market Trends & Opportunity Analysis
    • 9.5.2 Market Size and Forecast, by Region

10: Programmatic Display Market, by Technology

  • 10.1 Market Overview
  • 10.2 Artificial Intelligence
    • 10.2.1 Key Market Trends & Opportunity Analysis
    • 10.2.2 Market Size and Forecast, by Region
  • 10.3 Machine Learning
    • 10.3.1 Key Market Trends & Opportunity Analysis
    • 10.3.2 Market Size and Forecast, by Region
  • 10.4 Blockchain
    • 10.4.1 Key Market Trends & Opportunity Analysis
    • 10.4.2 Market Size and Forecast, by Region
  • 10.5 Big Data Analytics
    • 10.5.1 Key Market Trends & Opportunity Analysis
    • 10.5.2 Market Size and Forecast, by Region
  • 10.6 Others
    • 10.6.1 Key Market Trends & Opportunity Analysis
    • 10.6.2 Market Size and Forecast, by Region

11: Programmatic Display Market, by Component

  • 11.1 Market Overview
  • 11.2 Demand-Side Platform (DSP)
    • 11.2.1 Key Market Trends & Opportunity Analysis
    • 11.2.2 Market Size and Forecast, by Region
  • 11.3 Supply-Side Platform (SSP)
    • 11.3.1 Key Market Trends & Opportunity Analysis
    • 11.3.2 Market Size and Forecast, by Region
  • 11.4 Ad Exchange
    • 11.4.1 Key Market Trends & Opportunity Analysis
    • 11.4.2 Market Size and Forecast, by Region
  • 11.5 Ad Server
    • 11.5.1 Key Market Trends & Opportunity Analysis
    • 11.5.2 Market Size and Forecast, by Region
  • 11.6 Data Management Platform (DMP)
    • 11.6.1 Key Market Trends & Opportunity Analysis
    • 11.6.2 Market Size and Forecast, by Region
  • 11.7 Others
    • 11.7.1 Key Market Trends & Opportunity Analysis
    • 11.7.2 Market Size and Forecast, by Region

12: Programmatic Display Market, by Application

  • 12.1 Market Overview
  • 12.2 Retail
    • 12.2.1 Key Market Trends & Opportunity Analysis
    • 12.2.2 Market Size and Forecast, by Region
  • 12.3 Media and Entertainment
    • 12.3.1 Key Market Trends & Opportunity Analysis
    • 12.3.2 Market Size and Forecast, by Region
  • 12.4 Travel and Hospitality
    • 12.4.1 Key Market Trends & Opportunity Analysis
    • 12.4.2 Market Size and Forecast, by Region
  • 12.5 BFSI
    • 12.5.1 Key Market Trends & Opportunity Analysis
    • 12.5.2 Market Size and Forecast, by Region
  • 12.6 Automotive
    • 12.6.1 Key Market Trends & Opportunity Analysis
    • 12.6.2 Market Size and Forecast, by Region
  • 12.7 Healthcare
    • 12.7.1 Key Market Trends & Opportunity Analysis
    • 12.7.2 Market Size and Forecast, by Region
  • 12.8 Telecom
    • 12.8.1 Key Market Trends & Opportunity Analysis
    • 12.8.2 Market Size and Forecast, by Region
  • 12.9 Education
    • 12.9.1 Key Market Trends & Opportunity Analysis
    • 12.9.2 Market Size and Forecast, by Region
  • 12.10 Others
    • 12.10.1 Key Market Trends & Opportunity Analysis
    • 12.10.2 Market Size and Forecast, by Region

13: Programmatic Display Market, by Device

  • 13.1 Market Overview
  • 13.2 Desktop
    • 13.2.1 Key Market Trends & Opportunity Analysis
    • 13.2.2 Market Size and Forecast, by Region
  • 13.3 Mobile
    • 13.3.1 Key Market Trends & Opportunity Analysis
    • 13.3.2 Market Size and Forecast, by Region
  • 13.4 Connected TV
    • 13.4.1 Key Market Trends & Opportunity Analysis
    • 13.4.2 Market Size and Forecast, by Region
  • 13.5 Digital Out-of-Home (DOOH)
    • 13.5.1 Key Market Trends & Opportunity Analysis
    • 13.5.2 Market Size and Forecast, by Region
  • 13.6 Others
    • 13.6.1 Key Market Trends & Opportunity Analysis
    • 13.6.2 Market Size and Forecast, by Region

14: Programmatic Display Market, by Deployment

  • 14.1 Market Overview
  • 14.2 On-Premise
    • 14.2.1 Key Market Trends & Opportunity Analysis
    • 14.2.2 Market Size and Forecast, by Region
  • 14.3 Cloud-Based
    • 14.3.1 Key Market Trends & Opportunity Analysis
    • 14.3.2 Market Size and Forecast, by Region
  • 14.4 Hybrid
    • 14.4.1 Key Market Trends & Opportunity Analysis
    • 14.4.2 Market Size and Forecast, by Region
  • 14.5 Others
    • 14.5.1 Key Market Trends & Opportunity Analysis
    • 14.5.2 Market Size and Forecast, by Region

15: Programmatic Display Market, by End User

  • 15.1 Market Overview
  • 15.2 Advertisers
    • 15.2.1 Key Market Trends & Opportunity Analysis
    • 15.2.2 Market Size and Forecast, by Region
  • 15.3 Publishers
    • 15.3.1 Key Market Trends & Opportunity Analysis
    • 15.3.2 Market Size and Forecast, by Region
  • 15.4 Agencies
    • 15.4.1 Key Market Trends & Opportunity Analysis
    • 15.4.2 Market Size and Forecast, by Region
  • 15.5 Others
    • 15.5.1 Key Market Trends & Opportunity Analysis
    • 15.5.2 Market Size and Forecast, by Region

16: Programmatic Display Market, by Solutions

  • 16.1 Market Overview
  • 16.2 Audience Targeting
    • 16.2.1 Key Market Trends & Opportunity Analysis
    • 16.2.2 Market Size and Forecast, by Region
  • 16.3 Cross-Device Tracking
    • 16.3.1 Key Market Trends & Opportunity Analysis
    • 16.3.2 Market Size and Forecast, by Region
  • 16.4 Fraud Prevention
    • 16.4.1 Key Market Trends & Opportunity Analysis
    • 16.4.2 Market Size and Forecast, by Region
  • 16.5 Creative Optimization
    • 16.5.1 Key Market Trends & Opportunity Analysis
    • 16.5.2 Market Size and Forecast, by Region
  • 16.6 Others
    • 16.6.1 Key Market Trends & Opportunity Analysis
    • 16.6.2 Market Size and Forecast, by Region

17: Programmatic Display Market, by Region

  • 17.1 Overview
  • 17.2 North America
    • 17.2.1 Key Market Trends and Opportunities
    • 17.2.2 North America Market Size and Forecast, by Type
    • 17.2.3 North America Market Size and Forecast, by Product
    • 17.2.4 North America Market Size and Forecast, by Services
    • 17.2.5 North America Market Size and Forecast, by Technology
    • 17.2.6 North America Market Size and Forecast, by Component
    • 17.2.7 North America Market Size and Forecast, by Application
    • 17.2.8 North America Market Size and Forecast, by Device
    • 17.2.9 North America Market Size and Forecast, by Deployment
    • 17.2.10 North America Market Size and Forecast, by End User
    • 17.2.11 North America Market Size and Forecast, by Solutions
    • 17.2.12 North America Market Size and Forecast, by Country
    • 17.2.13 United States
      • 17.2.9.1 United States Market Size and Forecast, by Type
      • 17.2.9.2 United States Market Size and Forecast, by Product
      • 17.2.9.3 United States Market Size and Forecast, by Services
      • 17.2.9.4 United States Market Size and Forecast, by Technology
      • 17.2.9.5 United States Market Size and Forecast, by Component
      • 17.2.9.6 United States Market Size and Forecast, by Application
      • 17.2.9.7 United States Market Size and Forecast, by Device
      • 17.2.9.8 United States Market Size and Forecast, by Deployment
      • 17.2.9.9 United States Market Size and Forecast, by End User
      • 17.2.9.10 United States Market Size and Forecast, by Solutions
      • 17.2.9.11 Local Competition Analysis
      • 17.2.9.12 Local Market Analysis
    • 17.2.1 Canada
      • 17.2.10.1 Canada Market Size and Forecast, by Type
      • 17.2.10.2 Canada Market Size and Forecast, by Product
      • 17.2.10.3 Canada Market Size and Forecast, by Services
      • 17.2.10.4 Canada Market Size and Forecast, by Technology
      • 17.2.10.5 Canada Market Size and Forecast, by Component
      • 17.2.10.6 Canada Market Size and Forecast, by Application
      • 17.2.10.7 Canada Market Size and Forecast, by Device
      • 17.2.10.8 Canada Market Size and Forecast, by Deployment
      • 17.2.10.9 Canada Market Size and Forecast, by End User
      • 17.2.10.10 Canada Market Size and Forecast, by Solutions
      • 17.2.10.11 Local Competition Analysis
      • 17.2.10.12 Local Market Analysis
  • 17.1 Europe
    • 17.3.1 Key Market Trends and Opportunities
    • 17.3.2 Europe Market Size and Forecast, by Type
    • 17.3.3 Europe Market Size and Forecast, by Product
    • 17.3.4 Europe Market Size and Forecast, by Services
    • 17.3.5 Europe Market Size and Forecast, by Technology
    • 17.3.6 Europe Market Size and Forecast, by Component
    • 17.3.7 Europe Market Size and Forecast, by Application
    • 17.3.8 Europe Market Size and Forecast, by Device
    • 17.3.9 Europe Market Size and Forecast, by Deployment
    • 17.3.10 Europe Market Size and Forecast, by End User
    • 17.3.11 Europe Market Size and Forecast, by Solutions
    • 17.3.12 Europe Market Size and Forecast, by Country
    • 17.3.13 United Kingdom
      • 17.3.9.1 United Kingdom Market Size and Forecast, by Type
      • 17.3.9.2 United Kingdom Market Size and Forecast, by Product
      • 17.3.9.3 United Kingdom Market Size and Forecast, by Services
      • 17.3.9.4 United Kingdom Market Size and Forecast, by Technology
      • 17.3.9.5 United Kingdom Market Size and Forecast, by Component
      • 17.3.9.6 United Kingdom Market Size and Forecast, by Application
      • 17.3.9.7 United Kingdom Market Size and Forecast, by Device
      • 17.3.9.8 United Kingdom Market Size and Forecast, by Deployment
      • 17.3.9.9 United Kingdom Market Size and Forecast, by End User
      • 17.3.9.10 United Kingdom Market Size and Forecast, by Solutions
      • 17.3.9.11 Local Competition Analysis
      • 17.3.9.12 Local Market Analysis
    • 17.3.1 Germany
      • 17.3.10.1 Germany Market Size and Forecast, by Type
      • 17.3.10.2 Germany Market Size and Forecast, by Product
      • 17.3.10.3 Germany Market Size and Forecast, by Services
      • 17.3.10.4 Germany Market Size and Forecast, by Technology
      • 17.3.10.5 Germany Market Size and Forecast, by Component
      • 17.3.10.6 Germany Market Size and Forecast, by Application
      • 17.3.10.7 Germany Market Size and Forecast, by Device
      • 17.3.10.8 Germany Market Size and Forecast, by Deployment
      • 17.3.10.9 Germany Market Size and Forecast, by End User
      • 17.3.10.10 Germany Market Size and Forecast, by Solutions
      • 17.3.10.11 Local Competition Analysis
      • 17.3.10.12 Local Market Analysis
    • 17.3.1 France
      • 17.3.11.1 France Market Size and Forecast, by Type
      • 17.3.11.2 France Market Size and Forecast, by Product
      • 17.3.11.3 France Market Size and Forecast, by Services
      • 17.3.11.4 France Market Size and Forecast, by Technology
      • 17.3.11.5 France Market Size and Forecast, by Component
      • 17.3.11.6 France Market Size and Forecast, by Application
      • 17.3.11.7 France Market Size and Forecast, by Device
      • 17.3.11.8 France Market Size and Forecast, by Deployment
      • 17.3.11.9 France Market Size and Forecast, by End User
      • 17.3.11.10 France Market Size and Forecast, by Solutions
      • 17.3.11.11 Local Competition Analysis
      • 17.3.11.12 Local Market Analysis
    • 17.3.1 Spain
      • 17.3.12.1 Spain Market Size and Forecast, by Type
      • 17.3.12.2 Spain Market Size and Forecast, by Product
      • 17.3.12.3 Spain Market Size and Forecast, by Services
      • 17.3.12.4 Spain Market Size and Forecast, by Technology
      • 17.3.12.5 Spain Market Size and Forecast, by Component
      • 17.3.12.6 Spain Market Size and Forecast, by Application
      • 17.3.12.7 Spain Market Size and Forecast, by Device
      • 17.3.12.8 Spain Market Size and Forecast, by Deployment
      • 17.3.12.9 Spain Market Size and Forecast, by End User
      • 17.3.12.10 Spain Market Size and Forecast, by Solutions
      • 17.3.12.11 Local Competition Analysis
      • 17.3.12.12 Local Market Analysis
    • 17.3.1 Italy
      • 17.3.13.1 Italy Market Size and Forecast, by Type
      • 17.3.13.2 Italy Market Size and Forecast, by Product
      • 17.3.13.3 Italy Market Size and Forecast, by Services
      • 17.3.13.4 Italy Market Size and Forecast, by Technology
      • 17.3.13.5 Italy Market Size and Forecast, by Component
      • 17.3.13.6 Italy Market Size and Forecast, by Application
      • 17.3.13.7 Italy Market Size and Forecast, by Device
      • 17.3.13.8 Italy Market Size and Forecast, by Deployment
      • 17.3.13.9 Italy Market Size and Forecast, by End User
      • 17.3.13.10 Italy Market Size and Forecast, by Solutions
      • 17.3.13.11 Local Competition Analysis
      • 17.3.13.12 Local Market Analysis
    • 17.3.1 Netherlands
      • 17.3.14.1 Netherlands Market Size and Forecast, by Type
      • 17.3.14.2 Netherlands Market Size and Forecast, by Product
      • 17.3.14.3 Netherlands Market Size and Forecast, by Services
      • 17.3.14.4 Netherlands Market Size and Forecast, by Technology
      • 17.3.14.5 Netherlands Market Size and Forecast, by Component
      • 17.3.14.6 Netherlands Market Size and Forecast, by Application
      • 17.3.14.7 Netherlands Market Size and Forecast, by Device
      • 17.3.14.8 Netherlands Market Size and Forecast, by Deployment
      • 17.3.14.9 Netherlands Market Size and Forecast, by End User
      • 17.3.14.10 Netherlands Market Size and Forecast, by Solutions
      • 17.3.14.11 Local Competition Analysis
      • 17.3.14.12 Local Market Analysis
    • 17.3.1 Sweden
      • 17.3.15.1 Sweden Market Size and Forecast, by Type
      • 17.3.15.2 Sweden Market Size and Forecast, by Product
      • 17.3.15.3 Sweden Market Size and Forecast, by Services
      • 17.3.15.4 Sweden Market Size and Forecast, by Technology
      • 17.3.15.5 Sweden Market Size and Forecast, by Component
      • 17.3.15.6 Sweden Market Size and Forecast, by Application
      • 17.3.15.7 Sweden Market Size and Forecast, by Device
      • 17.3.15.8 Sweden Market Size and Forecast, by Deployment
      • 17.3.15.9 Sweden Market Size and Forecast, by End User
      • 17.3.15.10 Sweden Market Size and Forecast, by Solutions
      • 17.3.15.11 Local Competition Analysis
      • 17.3.15.12 Local Market Analysis
    • 17.3.1 Switzerland
      • 17.3.16.1 Switzerland Market Size and Forecast, by Type
      • 17.3.16.2 Switzerland Market Size and Forecast, by Product
      • 17.3.16.3 Switzerland Market Size and Forecast, by Services
      • 17.3.16.4 Switzerland Market Size and Forecast, by Technology
      • 17.3.16.5 Switzerland Market Size and Forecast, by Component
      • 17.3.16.6 Switzerland Market Size and Forecast, by Application
      • 17.3.16.7 Switzerland Market Size and Forecast, by Device
      • 17.3.16.8 Switzerland Market Size and Forecast, by Deployment
      • 17.3.16.9 Switzerland Market Size and Forecast, by End User
      • 17.3.16.10 Switzerland Market Size and Forecast, by Solutions
      • 17.3.16.11 Local Competition Analysis
      • 17.3.16.12 Local Market Analysis
    • 17.3.1 Denmark
      • 17.3.17.1 Denmark Market Size and Forecast, by Type
      • 17.3.17.2 Denmark Market Size and Forecast, by Product
      • 17.3.17.3 Denmark Market Size and Forecast, by Services
      • 17.3.17.4 Denmark Market Size and Forecast, by Technology
      • 17.3.17.5 Denmark Market Size and Forecast, by Component
      • 17.3.17.6 Denmark Market Size and Forecast, by Application
      • 17.3.17.7 Denmark Market Size and Forecast, by Device
      • 17.3.17.8 Denmark Market Size and Forecast, by Deployment
      • 17.3.17.9 Denmark Market Size and Forecast, by End User
      • 17.3.17.10 Denmark Market Size and Forecast, by Solutions
      • 17.3.17.11 Local Competition Analysis
      • 17.3.17.12 Local Market Analysis
    • 17.3.1 Finland
      • 17.3.18.1 Finland Market Size and Forecast, by Type
      • 17.3.18.2 Finland Market Size and Forecast, by Product
      • 17.3.18.3 Finland Market Size and Forecast, by Services
      • 17.3.18.4 Finland Market Size and Forecast, by Technology
      • 17.3.18.5 Finland Market Size and Forecast, by Component
      • 17.3.18.6 Finland Market Size and Forecast, by Application
      • 17.3.18.7 Finland Market Size and Forecast, by Device
      • 17.3.18.8 Finland Market Size and Forecast, by Deployment
      • 17.3.18.9 Finland Market Size and Forecast, by End User
      • 17.3.18.10 Finland Market Size and Forecast, by Solutions
      • 17.3.18.11 Local Competition Analysis
      • 17.3.18.12 Local Market Analysis
    • 17.3.1 Russia
      • 17.3.19.1 Russia Market Size and Forecast, by Type
      • 17.3.19.2 Russia Market Size and Forecast, by Product
      • 17.3.19.3 Russia Market Size and Forecast, by Services
      • 17.3.19.4 Russia Market Size and Forecast, by Technology
      • 17.3.19.5 Russia Market Size and Forecast, by Component
      • 17.3.19.6 Russia Market Size and Forecast, by Application
      • 17.3.19.7 Russia Market Size and Forecast, by Device
      • 17.3.19.8 Russia Market Size and Forecast, by Deployment
      • 17.3.19.9 Russia Market Size and Forecast, by End User
      • 17.3.19.10 Russia Market Size and Forecast, by Solutions
      • 17.3.19.11 Local Competition Analysis
      • 17.3.19.12 Local Market Analysis
    • 17.3.1 Rest of Europe
      • 17.3.20.1 Rest of Europe Market Size and Forecast, by Type
      • 17.3.20.2 Rest of Europe Market Size and Forecast, by Product
      • 17.3.20.3 Rest of Europe Market Size and Forecast, by Services
      • 17.3.20.4 Rest of Europe Market Size and Forecast, by Technology
      • 17.3.20.5 Rest of Europe Market Size and Forecast, by Component
      • 17.3.20.6 Rest of Europe Market Size and Forecast, by Application
      • 17.3.20.7 Rest of Europe Market Size and Forecast, by Device
      • 17.3.20.8 Rest of Europe Market Size and Forecast, by Deployment
      • 17.3.20.9 Rest of Europe Market Size and Forecast, by End User
      • 17.3.20.10 Rest of Europe Market Size and Forecast, by Solutions
      • 17.3.20.11 Local Competition Analysis
      • 17.3.20.12 Local Market Analysis
  • 17.1 Asia-Pacific
    • 17.4.1 Key Market Trends and Opportunities
    • 17.4.2 Asia-Pacific Market Size and Forecast, by Type
    • 17.4.3 Asia-Pacific Market Size and Forecast, by Product
    • 17.4.4 Asia-Pacific Market Size and Forecast, by Services
    • 17.4.5 Asia-Pacific Market Size and Forecast, by Technology
    • 17.4.6 Asia-Pacific Market Size and Forecast, by Component
    • 17.4.7 Asia-Pacific Market Size and Forecast, by Application
    • 17.4.8 Asia-Pacific Market Size and Forecast, by Device
    • 17.4.9 Asia-Pacific Market Size and Forecast, by Deployment
    • 17.4.10 Asia-Pacific Market Size and Forecast, by End User
    • 17.4.11 Asia-Pacific Market Size and Forecast, by Solutions
    • 17.4.12 Asia-Pacific Market Size and Forecast, by Country
    • 17.4.13 China
      • 17.4.9.1 China Market Size and Forecast, by Type
      • 17.4.9.2 China Market Size and Forecast, by Product
      • 17.4.9.3 China Market Size and Forecast, by Services
      • 17.4.9.4 China Market Size and Forecast, by Technology
      • 17.4.9.5 China Market Size and Forecast, by Component
      • 17.4.9.6 China Market Size and Forecast, by Application
      • 17.4.9.7 China Market Size and Forecast, by Device
      • 17.4.9.8 China Market Size and Forecast, by Deployment
      • 17.4.9.9 China Market Size and Forecast, by End User
      • 17.4.9.10 China Market Size and Forecast, by Solutions
      • 17.4.9.11 Local Competition Analysis
      • 17.4.9.12 Local Market Analysis
    • 17.4.1 India
      • 17.4.10.1 India Market Size and Forecast, by Type
      • 17.4.10.2 India Market Size and Forecast, by Product
      • 17.4.10.3 India Market Size and Forecast, by Services
      • 17.4.10.4 India Market Size and Forecast, by Technology
      • 17.4.10.5 India Market Size and Forecast, by Component
      • 17.4.10.6 India Market Size and Forecast, by Application
      • 17.4.10.7 India Market Size and Forecast, by Device
      • 17.4.10.8 India Market Size and Forecast, by Deployment
      • 17.4.10.9 India Market Size and Forecast, by End User
      • 17.4.10.10 India Market Size and Forecast, by Solutions
      • 17.4.10.11 Local Competition Analysis
      • 17.4.10.12 Local Market Analysis
    • 17.4.1 Japan
      • 17.4.11.1 Japan Market Size and Forecast, by Type
      • 17.4.11.2 Japan Market Size and Forecast, by Product
      • 17.4.11.3 Japan Market Size and Forecast, by Services
      • 17.4.11.4 Japan Market Size and Forecast, by Technology
      • 17.4.11.5 Japan Market Size and Forecast, by Component
      • 17.4.11.6 Japan Market Size and Forecast, by Application
      • 17.4.11.7 Japan Market Size and Forecast, by Device
      • 17.4.11.8 Japan Market Size and Forecast, by Deployment
      • 17.4.11.9 Japan Market Size and Forecast, by End User
      • 17.4.11.10 Japan Market Size and Forecast, by Solutions
      • 17.4.11.11 Local Competition Analysis
      • 17.4.11.12 Local Market Analysis
    • 17.4.1 South Korea
      • 17.4.12.1 South Korea Market Size and Forecast, by Type
      • 17.4.12.2 South Korea Market Size and Forecast, by Product
      • 17.4.12.3 South Korea Market Size and Forecast, by Services
      • 17.4.12.4 South Korea Market Size and Forecast, by Technology
      • 17.4.12.5 South Korea Market Size and Forecast, by Component
      • 17.4.12.6 South Korea Market Size and Forecast, by Application
      • 17.4.12.7 South Korea Market Size and Forecast, by Device
      • 17.4.12.8 South Korea Market Size and Forecast, by Deployment
      • 17.4.12.9 South Korea Market Size and Forecast, by End User
      • 17.4.12.10 South Korea Market Size and Forecast, by Solutions
      • 17.4.12.11 Local Competition Analysis
      • 17.4.12.12 Local Market Analysis
    • 17.4.1 Australia
      • 17.4.13.1 Australia Market Size and Forecast, by Type
      • 17.4.13.2 Australia Market Size and Forecast, by Product
      • 17.4.13.3 Australia Market Size and Forecast, by Services
      • 17.4.13.4 Australia Market Size and Forecast, by Technology
      • 17.4.13.5 Australia Market Size and Forecast, by Component
      • 17.4.13.6 Australia Market Size and Forecast, by Application
      • 17.4.13.7 Australia Market Size and Forecast, by Device
      • 17.4.13.8 Australia Market Size and Forecast, by Deployment
      • 17.4.13.9 Australia Market Size and Forecast, by End User
      • 17.4.13.10 Australia Market Size and Forecast, by Solutions
      • 17.4.13.11 Local Competition Analysis
      • 17.4.13.12 Local Market Analysis
    • 17.4.1 Singapore
      • 17.4.14.1 Singapore Market Size and Forecast, by Type
      • 17.4.14.2 Singapore Market Size and Forecast, by Product
      • 17.4.14.3 Singapore Market Size and Forecast, by Services
      • 17.4.14.4 Singapore Market Size and Forecast, by Technology
      • 17.4.14.5 Singapore Market Size and Forecast, by Component
      • 17.4.14.6 Singapore Market Size and Forecast, by Application
      • 17.4.14.7 Singapore Market Size and Forecast, by Device
      • 17.4.14.8 Singapore Market Size and Forecast, by Deployment
      • 17.4.14.9 Singapore Market Size and Forecast, by End User
      • 17.4.14.10 Singapore Market Size and Forecast, by Solutions
      • 17.4.14.11 Local Competition Analysis
      • 17.4.14.12 Local Market Analysis
    • 17.4.1 Indonesia
      • 17.4.15.1 Indonesia Market Size and Forecast, by Type
      • 17.4.15.2 Indonesia Market Size and Forecast, by Product
      • 17.4.15.3 Indonesia Market Size and Forecast, by Services
      • 17.4.15.4 Indonesia Market Size and Forecast, by Technology
      • 17.4.15.5 Indonesia Market Size and Forecast, by Component
      • 17.4.15.6 Indonesia Market Size and Forecast, by Application
      • 17.4.15.7 Indonesia Market Size and Forecast, by Device
      • 17.4.15.8 Indonesia Market Size and Forecast, by Deployment
      • 17.4.15.9 Indonesia Market Size and Forecast, by End User
      • 17.4.15.10 Indonesia Market Size and Forecast, by Solutions
      • 17.4.15.11 Local Competition Analysis
      • 17.4.15.12 Local Market Analysis
    • 17.4.1 Taiwan
      • 17.4.16.1 Taiwan Market Size and Forecast, by Type
      • 17.4.16.2 Taiwan Market Size and Forecast, by Product
      • 17.4.16.3 Taiwan Market Size and Forecast, by Services
      • 17.4.16.4 Taiwan Market Size and Forecast, by Technology
      • 17.4.16.5 Taiwan Market Size and Forecast, by Component
      • 17.4.16.6 Taiwan Market Size and Forecast, by Application
      • 17.4.16.7 Taiwan Market Size and Forecast, by Device
      • 17.4.16.8 Taiwan Market Size and Forecast, by Deployment
      • 17.4.16.9 Taiwan Market Size and Forecast, by End User
      • 17.4.16.10 Taiwan Market Size and Forecast, by Solutions
      • 17.4.16.11 Local Competition Analysis
      • 17.4.16.12 Local Market Analysis
    • 17.4.1 Malaysia
      • 17.4.17.1 Malaysia Market Size and Forecast, by Type
      • 17.4.17.2 Malaysia Market Size and Forecast, by Product
      • 17.4.17.3 Malaysia Market Size and Forecast, by Services
      • 17.4.17.4 Malaysia Market Size and Forecast, by Technology
      • 17.4.17.5 Malaysia Market Size and Forecast, by Component
      • 17.4.17.6 Malaysia Market Size and Forecast, by Application
      • 17.4.17.7 Malaysia Market Size and Forecast, by Device
      • 17.4.17.8 Malaysia Market Size and Forecast, by Deployment
      • 17.4.17.9 Malaysia Market Size and Forecast, by End User
      • 17.4.17.10 Malaysia Market Size and Forecast, by Solutions
      • 17.4.17.11 Local Competition Analysis
      • 17.4.17.12 Local Market Analysis
    • 17.4.1 Rest of Asia-Pacific
      • 17.4.18.1 Rest of Asia-Pacific Market Size and Forecast, by Type
      • 17.4.18.2 Rest of Asia-Pacific Market Size and Forecast, by Product
      • 17.4.18.3 Rest of Asia-Pacific Market Size and Forecast, by Services
      • 17.4.18.4 Rest of Asia-Pacific Market Size and Forecast, by Technology
      • 17.4.18.5 Rest of Asia-Pacific Market Size and Forecast, by Component
      • 17.4.18.6 Rest of Asia-Pacific Market Size and Forecast, by Application
      • 17.4.18.7 Rest of Asia-Pacific Market Size and Forecast, by Device
      • 17.4.18.8 Rest of Asia-Pacific Market Size and Forecast, by Deployment
      • 17.4.18.9 Rest of Asia-Pacific Market Size and Forecast, by End User
      • 17.4.18.10 Rest of Asia-Pacific Market Size and Forecast, by Solutions
      • 17.4.18.11 Local Competition Analysis
      • 17.4.18.12 Local Market Analysis
  • 17.1 Latin America
    • 17.5.1 Key Market Trends and Opportunities
    • 17.5.2 Latin America Market Size and Forecast, by Type
    • 17.5.3 Latin America Market Size and Forecast, by Product
    • 17.5.4 Latin America Market Size and Forecast, by Services
    • 17.5.5 Latin America Market Size and Forecast, by Technology
    • 17.5.6 Latin America Market Size and Forecast, by Component
    • 17.5.7 Latin America Market Size and Forecast, by Application
    • 17.5.8 Latin America Market Size and Forecast, by Device
    • 17.5.9 Latin America Market Size and Forecast, by Deployment
    • 17.5.10 Latin America Market Size and Forecast, by End User
    • 17.5.11 Latin America Market Size and Forecast, by Solutions
    • 17.5.12 Latin America Market Size and Forecast, by Country
    • 17.5.13 Brazil
      • 17.5.9.1 Brazil Market Size and Forecast, by Type
      • 17.5.9.2 Brazil Market Size and Forecast, by Product
      • 17.5.9.3 Brazil Market Size and Forecast, by Services
      • 17.5.9.4 Brazil Market Size and Forecast, by Technology
      • 17.5.9.5 Brazil Market Size and Forecast, by Component
      • 17.5.9.6 Brazil Market Size and Forecast, by Application
      • 17.5.9.7 Brazil Market Size and Forecast, by Device
      • 17.5.9.8 Brazil Market Size and Forecast, by Deployment
      • 17.5.9.9 Brazil Market Size and Forecast, by End User
      • 17.5.9.10 Brazil Market Size and Forecast, by Solutions
      • 17.5.9.11 Local Competition Analysis
      • 17.5.9.12 Local Market Analysis
    • 17.5.1 Mexico
      • 17.5.10.1 Mexico Market Size and Forecast, by Type
      • 17.5.10.2 Mexico Market Size and Forecast, by Product
      • 17.5.10.3 Mexico Market Size and Forecast, by Services
      • 17.5.10.4 Mexico Market Size and Forecast, by Technology
      • 17.5.10.5 Mexico Market Size and Forecast, by Component
      • 17.5.10.6 Mexico Market Size and Forecast, by Application
      • 17.5.10.7 Mexico Market Size and Forecast, by Device
      • 17.5.10.8 Mexico Market Size and Forecast, by Deployment
      • 17.5.10.9 Mexico Market Size and Forecast, by End User
      • 17.5.10.10 Mexico Market Size and Forecast, by Solutions
      • 17.5.10.11 Local Competition Analysis
      • 17.5.10.12 Local Market Analysis
    • 17.5.1 Argentina
      • 17.5.11.1 Argentina Market Size and Forecast, by Type
      • 17.5.11.2 Argentina Market Size and Forecast, by Product
      • 17.5.11.3 Argentina Market Size and Forecast, by Services
      • 17.5.11.4 Argentina Market Size and Forecast, by Technology
      • 17.5.11.5 Argentina Market Size and Forecast, by Component
      • 17.5.11.6 Argentina Market Size and Forecast, by Application
      • 17.5.11.7 Argentina Market Size and Forecast, by Device
      • 17.5.11.8 Argentina Market Size and Forecast, by Deployment
      • 17.5.11.9 Argentina Market Size and Forecast, by End User
      • 17.5.11.10 Argentina Market Size and Forecast, by Solutions
      • 17.5.11.11 Local Competition Analysis
      • 17.5.11.12 Local Market Analysis
    • 17.5.1 Rest of Latin America
      • 17.5.12.1 Rest of Latin America Market Size and Forecast, by Type
      • 17.5.12.2 Rest of Latin America Market Size and Forecast, by Product
      • 17.5.12.3 Rest of Latin America Market Size and Forecast, by Services
      • 17.5.12.4 Rest of Latin America Market Size and Forecast, by Technology
      • 17.5.12.5 Rest of Latin America Market Size and Forecast, by Component
      • 17.5.12.6 Rest of Latin America Market Size and Forecast, by Application
      • 17.5.12.7 Rest of Latin America Market Size and Forecast, by Device
      • 17.5.12.8 Rest of Latin America Market Size and Forecast, by Deployment
      • 17.5.12.9 Rest of Latin America Market Size and Forecast, by End User
      • 17.5.12.10 Rest of Latin America Market Size and Forecast, by Solutions
      • 17.5.12.11 Local Competition Analysis
      • 17.5.12.12 Local Market Analysis
  • 17.1 Middle East and Africa
    • 17.6.1 Key Market Trends and Opportunities
    • 17.6.2 Middle East and Africa Market Size and Forecast, by Type
    • 17.6.3 Middle East and Africa Market Size and Forecast, by Product
    • 17.6.4 Middle East and Africa Market Size and Forecast, by Services
    • 17.6.5 Middle East and Africa Market Size and Forecast, by Technology
    • 17.6.6 Middle East and Africa Market Size and Forecast, by Component
    • 17.6.7 Middle East and Africa Market Size and Forecast, by Application
    • 17.6.8 Middle East and Africa Market Size and Forecast, by Device
    • 17.6.9 Middle East and Africa Market Size and Forecast, by Deployment
    • 17.6.10 Middle East and Africa Market Size and Forecast, by End User
    • 17.6.11 Middle East and Africa Market Size and Forecast, by Solutions
    • 17.6.12 Middle East and Africa Market Size and Forecast, by Country
    • 17.6.13 Saudi Arabia
      • 17.6.9.1 Saudi Arabia Market Size and Forecast, by Type
      • 17.6.9.2 Saudi Arabia Market Size and Forecast, by Product
      • 17.6.9.3 Saudi Arabia Market Size and Forecast, by Services
      • 17.6.9.4 Saudi Arabia Market Size and Forecast, by Technology
      • 17.6.9.5 Saudi Arabia Market Size and Forecast, by Component
      • 17.6.9.6 Saudi Arabia Market Size and Forecast, by Application
      • 17.6.9.7 Saudi Arabia Market Size and Forecast, by Device
      • 17.6.9.8 Saudi Arabia Market Size and Forecast, by Deployment
      • 17.6.9.9 Saudi Arabia Market Size and Forecast, by End User
      • 17.6.9.10 Saudi Arabia Market Size and Forecast, by Solutions
      • 17.6.9.11 Local Competition Analysis
      • 17.6.9.12 Local Market Analysis
    • 17.6.1 UAE
      • 17.6.10.1 UAE Market Size and Forecast, by Type
      • 17.6.10.2 UAE Market Size and Forecast, by Product
      • 17.6.10.3 UAE Market Size and Forecast, by Services
      • 17.6.10.4 UAE Market Size and Forecast, by Technology
      • 17.6.10.5 UAE Market Size and Forecast, by Component
      • 17.6.10.6 UAE Market Size and Forecast, by Application
      • 17.6.10.7 UAE Market Size and Forecast, by Device
      • 17.6.10.8 UAE Market Size and Forecast, by Deployment
      • 17.6.10.9 UAE Market Size and Forecast, by End User
      • 17.6.10.10 UAE Market Size and Forecast, by Solutions
      • 17.6.10.11 Local Competition Analysis
      • 17.6.10.12 Local Market Analysis
    • 17.6.1 South Africa
      • 17.6.11.1 South Africa Market Size and Forecast, by Type
      • 17.6.11.2 South Africa Market Size and Forecast, by Product
      • 17.6.11.3 South Africa Market Size and Forecast, by Services
      • 17.6.11.4 South Africa Market Size and Forecast, by Technology
      • 17.6.11.5 South Africa Market Size and Forecast, by Component
      • 17.6.11.6 South Africa Market Size and Forecast, by Application
      • 17.6.11.7 South Africa Market Size and Forecast, by Device
      • 17.6.11.8 South Africa Market Size and Forecast, by Deployment
      • 17.6.11.9 South Africa Market Size and Forecast, by End User
      • 17.6.11.10 South Africa Market Size and Forecast, by Solutions
      • 17.6.11.11 Local Competition Analysis
      • 17.6.11.12 Local Market Analysis
    • 17.6.1 Rest of MEA
      • 17.6.12.1 Rest of MEA Market Size and Forecast, by Type
      • 17.6.12.2 Rest of MEA Market Size and Forecast, by Product
      • 17.6.12.3 Rest of MEA Market Size and Forecast, by Services
      • 17.6.12.4 Rest of MEA Market Size and Forecast, by Technology
      • 17.6.12.5 Rest of MEA Market Size and Forecast, by Component
      • 17.6.12.6 Rest of MEA Market Size and Forecast, by Application
      • 17.6.12.7 Rest of MEA Market Size and Forecast, by Device
      • 17.6.12.8 Rest of MEA Market Size and Forecast, by Deployment
      • 17.6.12.9 Rest of MEA Market Size and Forecast, by End User
      • 17.6.12.10 Rest of MEA Market Size and Forecast, by Solutions
      • 17.6.12.11 Local Competition Analysis
      • 17.6.12.12 Local Market Analysis

18: Competitive Landscape

  • 18.1 Overview
  • 18.2 Market Share Analysis
  • 18.3 Key Player Positioning
  • 18.4 Competitive Leadership Mapping
    • 18.4.1 Star Players
    • 18.4.2 Innovators
    • 18.4.3 Emerging Players
  • 18.5 Vendor Benchmarking
  • 18.6 Developmental Strategy Benchmarking
    • 18.6.1 New Product Developments
    • 18.6.2 Product Launches
    • 18.6.3 Business Expansions
    • 18.6.4 Partnerships, Joint Ventures, and Collaborations
    • 18.6.5 Mergers and Acquisitions

19: Company Profiles

  • 19.1 The Trade Desk
    • 19.1.1 Company Overview
    • 19.1.2 Company Snapshot
    • 19.1.3 Business Segments
    • 19.1.4 Business Performance
    • 19.1.5 Product Offerings
    • 19.1.6 Key Developmental Strategies
    • 19.1.7 SWOT Analysis
  • 19.2 MediaMath
    • 19.2.1 Company Overview
    • 19.2.2 Company Snapshot
    • 19.2.3 Business Segments
    • 19.2.4 Business Performance
    • 19.2.5 Product Offerings
    • 19.2.6 Key Developmental Strategies
    • 19.2.7 SWOT Analysis
  • 19.3 Criteo
    • 19.3.1 Company Overview
    • 19.3.2 Company Snapshot
    • 19.3.3 Business Segments
    • 19.3.4 Business Performance
    • 19.3.5 Product Offerings
    • 19.3.6 Key Developmental Strategies
    • 19.3.7 SWOT Analysis
  • 19.4 Adform
    • 19.4.1 Company Overview
    • 19.4.2 Company Snapshot
    • 19.4.3 Business Segments
    • 19.4.4 Business Performance
    • 19.4.5 Product Offerings
    • 19.4.6 Key Developmental Strategies
    • 19.4.7 SWOT Analysis
  • 19.5 Sizmek
    • 19.5.1 Company Overview
    • 19.5.2 Company Snapshot
    • 19.5.3 Business Segments
    • 19.5.4 Business Performance
    • 19.5.5 Product Offerings
    • 19.5.6 Key Developmental Strategies
    • 19.5.7 SWOT Analysis
  • 19.6 Centro
    • 19.6.1 Company Overview
    • 19.6.2 Company Snapshot
    • 19.6.3 Business Segments
    • 19.6.4 Business Performance
    • 19.6.5 Product Offerings
    • 19.6.6 Key Developmental Strategies
    • 19.6.7 SWOT Analysis
  • 19.7 Zeta Global
    • 19.7.1 Company Overview
    • 19.7.2 Company Snapshot
    • 19.7.3 Business Segments
    • 19.7.4 Business Performance
    • 19.7.5 Product Offerings
    • 19.7.6 Key Developmental Strategies
    • 19.7.7 SWOT Analysis
  • 19.8 Quantcast
    • 19.8.1 Company Overview
    • 19.8.2 Company Snapshot
    • 19.8.3 Business Segments
    • 19.8.4 Business Performance
    • 19.8.5 Product Offerings
    • 19.8.6 Key Developmental Strategies
    • 19.8.7 SWOT Analysis
  • 19.9 InMobi
    • 19.9.1 Company Overview
    • 19.9.2 Company Snapshot
    • 19.9.3 Business Segments
    • 19.9.4 Business Performance
    • 19.9.5 Product Offerings
    • 19.9.6 Key Developmental Strategies
    • 19.9.7 SWOT Analysis
  • 19.10 Rubicon Project
    • 19.10.1 Company Overview
    • 19.10.2 Company Snapshot
    • 19.10.3 Business Segments
    • 19.10.4 Business Performance
    • 19.10.5 Product Offerings
    • 19.10.6 Key Developmental Strategies
    • 19.10.7 SWOT Analysis
  • 19.11 AppNexus
    • 19.11.1 Company Overview
    • 19.11.2 Company Snapshot
    • 19.11.3 Business Segments
    • 19.11.4 Business Performance
    • 19.11.5 Product Offerings
    • 19.11.6 Key Developmental Strategies
    • 19.11.7 SWOT Analysis
  • 19.12 OpenX
    • 19.12.1 Company Overview
    • 19.12.2 Company Snapshot
    • 19.12.3 Business Segments
    • 19.12.4 Business Performance
    • 19.12.5 Product Offerings
    • 19.12.6 Key Developmental Strategies
    • 19.12.7 SWOT Analysis
  • 19.13 Rocket Fuel
    • 19.13.1 Company Overview
    • 19.13.2 Company Snapshot
    • 19.13.3 Business Segments
    • 19.13.4 Business Performance
    • 19.13.5 Product Offerings
    • 19.13.6 Key Developmental Strategies
    • 19.13.7 SWOT Analysis
  • 19.14 PubMatic
    • 19.14.1 Company Overview
    • 19.14.2 Company Snapshot
    • 19.14.3 Business Segments
    • 19.14.4 Business Performance
    • 19.14.5 Product Offerings
    • 19.14.6 Key Developmental Strategies
    • 19.14.7 SWOT Analysis
  • 19.15 Choozle
    • 19.15.1 Company Overview
    • 19.15.2 Company Snapshot
    • 19.15.3 Business Segments
    • 19.15.4 Business Performance
    • 19.15.5 Product Offerings
    • 19.15.6 Key Developmental Strategies
    • 19.15.7 SWOT Analysis
  • 19.16 Amobee
    • 19.16.1 Company Overview
    • 19.16.2 Company Snapshot
    • 19.16.3 Business Segments
    • 19.16.4 Business Performance
    • 19.16.5 Product Offerings
    • 19.16.6 Key Developmental Strategies
    • 19.16.7 SWOT Analysis
  • 19.17 SmartyAds
    • 19.17.1 Company Overview
    • 19.17.2 Company Snapshot
    • 19.17.3 Business Segments
    • 19.17.4 Business Performance
    • 19.17.5 Product Offerings
    • 19.17.6 Key Developmental Strategies
    • 19.17.7 SWOT Analysis
  • 19.18 BidSwitch
    • 19.18.1 Company Overview
    • 19.18.2 Company Snapshot
    • 19.18.3 Business Segments
    • 19.18.4 Business Performance
    • 19.18.5 Product Offerings
    • 19.18.6 Key Developmental Strategies
    • 19.18.7 SWOT Analysis
  • 19.19 Index Exchange
    • 19.19.1 Company Overview
    • 19.19.2 Company Snapshot
    • 19.19.3 Business Segments
    • 19.19.4 Business Performance
    • 19.19.5 Product Offerings
    • 19.19.6 Key Developmental Strategies
    • 19.19.7 SWOT Analysis
  • 19.20 Flashtalking
    • 19.20.1 Company Overview
    • 19.20.2 Company Snapshot
    • 19.20.3 Business Segments
    • 19.20.4 Business Performance
    • 19.20.5 Product Offerings
    • 19.20.6 Key Developmental Strategies
    • 19.20.7 SWOT Analysis
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