시장보고서
상품코드
1828889

세계의 스마트 광고 시장 분석과 예측 : 유형, 제품, 서비스, 기술, 구성요소, 용도, 형태, 장치, 전개, 최종 사용자(-2034년)

Smart Advertising Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Component, Application, Form, Device, Deployment, End User

발행일: | 리서치사: Global Insight Services | 페이지 정보: 영문 348 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.

세계 스마트 광고 시장 규모는 2024년 44억 달러, 2034년에는 275억 달러에 이르고, CAGR 약 20.1%로 성장할 것으로 예측됩니다. 스마트 광고 시장은 데이터 타겟팅 및 게재를 최적화하기 위해 데이터 분석, 인공지능 및 머신러닝을 활용하는 디지털 광고 솔루션을 포함합니다. 이 시장은 개인화된 대화형 컨텐츠를 특징으로 하며 사용자 데이터를 활용하여 참여 및 전환율을 높입니다. 디지털 변환이 가속화되는 동안 프로그래매틱 광고, 실시간 입찰, 크로스 플랫폼 통합의 혁신으로 브랜드는 스마트 광고를 더 높은 ROI를 달성하기 위해 채택하는 경향이 강하게 하여 소비자와 브랜드 상호작용을 재정의하고 있습니다.

스마트 광고 시장은 개인화된 데이터 중심의 마케팅 전략에 대한 필요성이 높아지면서 빠르게 진화하고 있습니다. 디지털 광고 부문은 프로그래매틱 광고와 소셜 미디어 광고가 타겟 잠재고객에게 효율적으로 도달하는 데 매우 중요하며 실적이 뛰어납니다. 프로그래매틱 광고는 실시간 입찰과 비공개 시장 공간이 중요한 추진력이 되어 광고 제어를 제공합출고의 정확성과니다. 모바일 광고의 하위 부문은 모바일 우선 소비자 행동으로의 전환과 스마트폰의 보급을 반영하여 밀접하게 이어지고 있습니다. 동영상 광고는 기세를 늘리고 있으며 인스트림 및 아웃스트림 형식은 매력적인 성격에서 큰 관심을 끌고 있습니다. 네이티브 광고도 증가하는 경향이 있으며 컨텐츠와 원활하게 융합되어 사용자 경험을 향상시키고 있습니다. 인공지능과 머신러닝은 고급 시청자 타겟팅과 예측 분석을 가능하게 하고 혁신적인 역할을 합니다. 증강현실과 가상현실 광고의 혁신은 소비자를 매료시키고 브랜드 충성도를 키우는 몰입 형 경험을 제공하여 유리한 기회로 부상하고 있습니다.

시장 세분화
유형 디지털 간판, 디스플레이 광고, 모바일 광고, 동영상 광고, 소셜 미디어 광고, 검색 엔진 광고, 프로그래매틱 광고, 네이티브 광고
제품 애드 서버, 수요 측 플랫폼, 공급 측 플랫폼, 데이터 관리 플랫폼, 광고 교환, 광고 네트워크
서비스 크리에이티브 서비스, 미디어 계획 바이잉, 캠페인 관리, 애널리틱스 리포팅, 컨설팅
기술 인공지능, 머신러닝, 블록 체인, 빅 데이터, 사물 인터넷, 증강현실, 가상현실
구성요소 소프트웨어, 하드웨어, 서비스
용도 소매, 자동차, 건강 관리, 엔터테인먼트, 금융 서비스, 여행 및 접객, 교육, 통신
형태 정적, 동적, 인터랙티브
장치 스마트폰, 태블릿, 노트북 PC, 데스크톱, 스마트 TV, 디지털 간판
배포 클라우드 기반, On-Premise, 하이브리드
최종 사용자 기업, 중소규모 사업, 정부, 비영리 단체

시장 현황

스마트 광고 시장은 시장 점유율, 가격 전략, 제품 혁신이 크게 변화하고 역동적인 진화를 이루고 있습니다. 기존 기업은 그 지위를 굳히고 있지만, 신규 진입 업체들은 혁신적인 기술을 도입하여 경쟁 환경을 강화하고 있습니다. 가격 모델은 유연성을 높이고 맞춤형 광고 솔루션을 요구하는 기업의 다양한 요구에 적응하고 있습니다. 최근의 제품 발표에서는 AI를 활용한 프로그래매틱 광고 솔루션에 대한 동향이 돋보이게 되어 보다 타겟팅된 효율적인 광고 게재 메커니즘으로의 전환을 보여주고 있습니다. 경쟁 벤치마킹은 세계 대기업과 민첩한 신흥 기업이 혼재하는 매우 세분화된 시장임을 드러내고 있습니다. 규제의 영향, 특히 데이터 프라이버시와 소비자 보호가 운영 전략을 형성하고 있습니다. 유럽 연합(EU)의 GDPR(EU 개인정보보호규정)과 캘리포니아의 CCPA는 컴플라이언스 대책을 규정하는데 매우 중요합니다. 시장 분석에 따르면 기술 진보와 디지털 광고비 증가에 견인하고 CAGR은 견고하게 변화하고 있습니다. 아시아태평양은 디지털 전환과 인터넷 보급률의 상승에 힘입어 유리한 시장으로 부상하고 있으며, 성장과 투자의 큰 기회를 가져오고 있습니다.

주요 동향과 촉진요인 :

스마트 광고 시장은 기술의 발전과 소비자 행동의 변화로 역동적인 진화를 이루고 있습니다. 인공지능의 보급은 보다 개인화된 효과적인 광고 전략을 가능하게 하고 소비자의 참여도를 높이고 있습니다. 머신러닝 알고리즘은 소비자 데이터를 분석하는 데 활용되어 타겟팅된 광고 배치와 전환율을 향상시킬 수 있게 되었습니다. 인벤토리 매매를 자동화하고 보다 효율적이고 비용 효율적인 캠페인을 제공하는 프로그래매틱 광고의 상승도 중요한 동향입니다. 광고에 증강현실을 통합하면 몰입감 있는 경험이 생겨 소비자의 관심을 끌고 브랜드와의 상호작용을 촉진할 수 있습니다. 또한 소비자의 스마트폰에 대한 의존도가 높아짐에 따라 모바일 광고의 도입이 진행됨에 따라 정보 수집 및 엔터테인먼트 영역이 크게 변화하고 있습니다. 프라이버시 규정은 시장 역학에 영향을 미치고 기업에게 투명성이 높은 데이터 관행을 채택하고 소비자의 신뢰를 구축하도록 촉구합니다. 소비자가 데이터를 더 잘 제어할 것을 요구하는 동안 광고주는 개인정보 보호 문제를 존중하면서 가치를 제공하는 새로운 방법을 모색하고 있습니다. 이러한 동향과 촉진요인은 총체로서 스마트 광고 시장의 유망한 궤도를 나타내며, 혁신과 성장 기회를 많이 제공합니다.

억제요인과 도전 :

스마트 광고 시장은 몇 가지 심각한 억제요인과 문제에 직면하고 있습니다. 소비자가 개인 데이터의 관리 강화를 요구하는 동안 프라이버시에 대한 우려가 가장 중요합니다. 따라서 GDPR(EU 개인정보보호규정)과 같은 엄격한 규정은 데이터 수집 및 분석을 복잡하게 만듭니다. 광고주는 소비자의 신뢰와 규정 준수를 유지하면서 이러한 법적 복잡성을 극복해야 합니다. 게다가, 기술의 급속한 진화는 항상 적응의 필요성을 창출하고 있습니다. 기업들은 경쟁력을 유지하기 위해 최첨단 툴과 플랫폼에 투자해야 하는데, 이는 비용과 자원이 필요합니다. 소비자가 강요하는 광고를 피하고자 하는 경향이 강해지면서 광고 차단 기술의 보급은 더욱 성장을 저해하고 있습니다. 미디어 채널의 세분화도 과제입니다. 광고주는 다양한 플랫폼에 걸친 잠재고객에게 도달하기 위한 전략을 고안해야 하며 각 매체에 대한 철저한 이해가 필요합니다. 또한, 복수의 터치 포인트를 가로질러 소비자의 행동을 추적하는 것은 복잡하기 때문에 ROI 측정은 여전히 어렵습니다. 이러한 과제에는 스마트 광고의 잠재력을 최대한 활용하기 위한 혁신적인 솔루션이 필요합니다.

주요 기업

Criteo, The Trade Desk, MediaMath, Adform, Sizmek, Taboola, Outbrain, InMobi, Zeta Global, AppNexus, Rocket Fuel, Quantcast, Choozle, Flashtalking, Marin Software등 입니다.

목차

제1장 스마트 광고 시장 개요

  • 조사 목적
  • 스마트 광고 시장 정의와 조사 범위
  • 보고서의 제한 사항
  • 조사 대상 연도와 통화
  • 조사 방법

제2장 주요 요약

제3장 시장에 관한 중요 인사이트

제4장 스마트 광고 시장 전망

  • 스마트 광고 시장의 세분화
  • 시장 역학
  • Porter's Five Forces 분석
  • PESTLE 분석
  • 밸류체인 분석
  • 4P 모델
  • ANSOFF 매트릭스

제5장 스마트 광고 시장 전략

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

제6장 스마트 광고 시장 규모

  • 스마트 광고 시장 규모 : 금액별
  • 스마트 광고 시장 규모 : 수량별

제7장 스마트 광고 시장 : 유형별

  • 시장 개요
  • 디지털 간판
  • 디스플레이 광고
  • 모바일 광고
  • 동영상 광고
  • 소셜 미디어 광고
  • 검색엔진 광고
  • 프로그래매틱 광고
  • 네이티브 광고
  • 기타

제8장 스마트 광고 시장 : 제품별

  • 시장 개요
  • 광고 서버
  • 수요측 플랫폼
  • 공급측 플랫폼
  • 데이터 관리 플랫폼
  • AdExchange
  • 애드 네트워크
  • 기타

제9장 스마트 광고 시장 : 서비스별

  • 시장 개요
  • 크리에이티브 서비스
  • 미디어 계획 및 바이잉
  • 캠페인 매니지먼트
  • 애널리틱스 및 리포팅
  • 컨설팅
  • 기타

제10장 스마트 광고 시장 : 기술별

  • 시장 개요
  • 인공지능
  • 머신러닝
  • 블록체인
  • 빅데이터
  • 사물의 인터넷
  • 증강현실
  • 가상현실
  • 기타

제11장 스마트 광고 시장 : 구성요소별

  • 시장 개요
  • 소프트웨어
  • 하드웨어
  • 서비스
  • 기타

제12장 스마트 광고 시장 : 용도별

  • 시장 개요
  • 소매
  • 자동차
  • 헬스케어
  • 엔터테인먼트
  • 금융 서비스
  • 여행 및 접객
  • 교육
  • 통신
  • 기타

제13장 스마트 광고 시장 : 형태별

  • 시장 개요
  • 정적
  • 동적
  • 인터랙티브
  • 기타

제14장 스마트 광고 시장 : 디바이스별

  • 시장 개요
  • 스마트폰
  • 태블릿
  • 노트북 PC
  • 데스크톱
  • 스마트 TV
  • 디지털 사이니지
  • 기타

제15장 스마트 광고 시장 : 전개별

  • 시장 개요
  • 클라우드 기반
  • On-Premise
  • 하이브리드
  • 기타

제16장 스마트 광고 시장 : 최종 사용자별

  • 시장 개요
  • 기업
  • 중소규모 사업
  • 정부
  • 비영리 단체
  • 기타

제17장 스마트 광고 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)
    • 남아프리카
    • 기타 중동 및 아프리카

제18장 경쟁 구도

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

제19장 기업 프로파일

  • Criteo
  • The Trade Desk
  • MediaMath
  • Adform
  • Sizmek
  • Taboola
  • Outbrain
  • InMobi
  • Zeta Global
  • AppNexus
  • Rocket Fuel
  • Quantcast
  • Choozle
  • Flashtalking
  • Marin Software
SHW 25.10.16

Smart Advertising Market is anticipated to expand from $4.4 billion in 2024 to $27.5 billion by 2034, growing at a CAGR of approximately 20.1%. The Smart Advertising Market encompasses digital advertising solutions powered by data analytics, artificial intelligence, and machine learning to optimize ad targeting and delivery. This market is characterized by personalized and interactive content, leveraging user data to enhance engagement and conversion rates. As digital transformation accelerates, brands are increasingly adopting smart advertising to achieve higher ROI, driven by innovations in programmatic advertising, real-time bidding, and cross-platform integration, thereby redefining consumer-brand interactions.

The Smart Advertising Market is evolving rapidly, propelled by the increasing need for personalized and data-driven marketing strategies. The digital advertising segment leads in performance, with programmatic advertising and social media ads being pivotal in reaching targeted audiences efficiently. Within programmatic advertising, real-time bidding and private marketplaces are key drivers, offering precision and control in ad placements. The mobile advertising sub-segment follows closely, reflecting the shift towards mobile-first consumer behavior and the proliferation of smartphones. Video advertising is gaining momentum, with in-stream and out-stream formats capturing significant attention due to their engaging nature. Native advertising is also on the rise, blending seamlessly with content and enhancing user experience. Artificial intelligence and machine learning are playing a transformative role, enabling advanced audience targeting and predictive analytics. Innovations in augmented reality and virtual reality ads are emerging as lucrative opportunities, offering immersive experiences that captivate consumers and foster brand loyalty.

Market Segmentation
TypeDigital Billboards, Display Advertising, Mobile Advertising, Video Advertising, Social Media Advertising, Search Engine Advertising, Programmatic Advertising, Native Advertising
ProductAd Servers, Demand-Side Platforms, Supply-Side Platforms, Data Management Platforms, Ad Exchanges, Ad Networks
ServicesCreative Services, Media Planning and Buying, Campaign Management, Analytics and Reporting, Consulting
TechnologyArtificial Intelligence, Machine Learning, Blockchain, Big Data, Internet of Things, Augmented Reality, Virtual Reality
ComponentSoftware, Hardware, Services
ApplicationRetail, Automotive, Healthcare, Entertainment, Financial Services, Travel and Hospitality, Education, Telecommunications
FormStatic, Dynamic, Interactive
DeviceSmartphones, Tablets, Laptops, Desktops, Smart TVs, Digital Signages
DeploymentCloud-Based, On-Premises, Hybrid
End UserEnterprises, Small and Medium Businesses, Government, Non-Profit Organizations

Market Snapshot:

The Smart Advertising Market is witnessing a dynamic evolution with significant shifts in market share, pricing strategies, and product innovations. Established players are consolidating their positions, while new entrants introduce disruptive technologies, enhancing competitive landscapes. Pricing models are increasingly flexible, adapting to the diverse needs of businesses seeking personalized advertising solutions. Recent product launches highlight a trend towards AI-driven and programmatic advertising solutions, indicating a shift towards more targeted and efficient ad delivery mechanisms. Competitive benchmarking reveals a highly fragmented market with a mix of global giants and agile startups. Regulatory influences, particularly in data privacy and consumer protection, are shaping operational strategies. The European Union's GDPR and California's CCPA are pivotal in dictating compliance measures. Market analysis indicates a robust CAGR, driven by technological advancements and increased digital ad spending. The Asia-Pacific region is emerging as a lucrative market, fueled by digital transformation and rising internet penetration, presenting significant opportunities for growth and investment.

Geographical Overview:

The smart advertising market is experiencing robust growth across various regions, each with unique dynamics. North America leads, driven by technological advancements and high internet penetration. The region's focus on personalized advertising and data analytics propels market expansion. Europe follows, with a strong emphasis on data protection and privacy, fostering innovation in smart advertising solutions. Asia Pacific is witnessing rapid growth, fueled by increasing smartphone usage and digitalization. Countries like China and India are emerging as significant contributors, with substantial investments in digital advertising platforms. Latin America and the Middle East & Africa are also gaining traction. In Latin America, the rise in internet users and mobile advertising boosts market potential. Meanwhile, the Middle East & Africa are recognizing the benefits of smart advertising in enhancing consumer engagement and driving economic growth. These regions present lucrative opportunities for market players seeking to expand their global footprint.

Key Trends and Drivers:

The Smart Advertising Market is experiencing a dynamic evolution driven by technological advancements and shifting consumer behaviors. The proliferation of artificial intelligence is enabling more personalized and effective advertising strategies, enhancing consumer engagement. Machine learning algorithms are being utilized to analyze consumer data, allowing for targeted ad placements and increased conversion rates. Another key trend is the rise of programmatic advertising, which automates the buying and selling of ad space, leading to more efficient and cost-effective campaigns. The integration of augmented reality in advertising is creating immersive experiences, capturing consumer interest and driving brand interaction. Furthermore, the growing adoption of mobile advertising is reshaping the landscape, as consumers increasingly rely on smartphones for information and entertainment. Privacy regulations are influencing market dynamics, prompting companies to adopt transparent data practices and build consumer trust. As consumers demand more control over their data, advertisers are exploring new ways to deliver value while respecting privacy concerns. These trends and drivers collectively indicate a promising trajectory for the Smart Advertising Market, offering numerous opportunities for innovation and growth.

Restraints and Challenges:

The Smart Advertising Market is confronted with several significant restraints and challenges. Privacy concerns are paramount, as consumers demand greater control over their personal data. This has led to stringent regulations, such as GDPR, complicating data collection and analysis. Advertisers must navigate these legal complexities while maintaining consumer trust and compliance. Moreover, the rapid evolution of technology creates a constant need for adaptation. Companies must invest in cutting-edge tools and platforms to remain competitive, which can be costly and resource-intensive. The proliferation of ad-blocking technologies further impedes growth, as consumers increasingly seek to avoid intrusive advertising. Fragmentation of media channels presents another challenge. Advertisers must devise strategies to reach audiences across diverse platforms, requiring a nuanced understanding of each medium. Additionally, measuring ROI remains difficult, as tracking consumer behavior across multiple touchpoints is complex. These challenges necessitate innovative solutions to harness the full potential of smart advertising.

Key Players:

Criteo, The Trade Desk, MediaMath, Adform, Sizmek, Taboola, Outbrain, InMobi, Zeta Global, AppNexus, Rocket Fuel, Quantcast, Choozle, Flashtalking, Marin Software

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: Smart Advertising Market Overview

  • 1.1 Objectives of the Study
  • 1.2 Smart Advertising 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 Form
  • 2.10 Key Highlights of the Market, by Device
  • 2.11 Key Highlights of the Market, by Deployment
  • 2.12 Key Highlights of the Market, by End User
  • 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 Form
  • 3.9 Market Attractiveness Analysis, by Device
  • 3.10 Market Attractiveness Analysis, by Deployment
  • 3.11 Market Attractiveness Analysis, by End User
  • 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: Smart Advertising Market Outlook

  • 4.1 Smart Advertising 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: Smart Advertising 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: Smart Advertising Market Size

  • 6.1 Smart Advertising Market Size, by Value
  • 6.2 Smart Advertising Market Size, by Volume

7: Smart Advertising Market, by Type

  • 7.1 Market Overview
  • 7.2 Digital Billboards
    • 7.2.1 Key Market Trends & Opportunity Analysis
    • 7.2.2 Market Size and Forecast, by Region
  • 7.3 Display Advertising
    • 7.3.1 Key Market Trends & Opportunity Analysis
    • 7.3.2 Market Size and Forecast, by Region
  • 7.4 Mobile Advertising
    • 7.4.1 Key Market Trends & Opportunity Analysis
    • 7.4.2 Market Size and Forecast, by Region
  • 7.5 Video Advertising
    • 7.5.1 Key Market Trends & Opportunity Analysis
    • 7.5.2 Market Size and Forecast, by Region
  • 7.6 Social Media Advertising
    • 7.6.1 Key Market Trends & Opportunity Analysis
    • 7.6.2 Market Size and Forecast, by Region
  • 7.7 Search Engine Advertising
    • 7.7.1 Key Market Trends & Opportunity Analysis
    • 7.7.2 Market Size and Forecast, by Region
  • 7.8 Programmatic Advertising
    • 7.8.1 Key Market Trends & Opportunity Analysis
    • 7.8.2 Market Size and Forecast, by Region
  • 7.9 Native Advertising
    • 7.9.1 Key Market Trends & Opportunity Analysis
    • 7.9.2 Market Size and Forecast, by Region
  • 7.10 Others
    • 7.10.1 Key Market Trends & Opportunity Analysis
    • 7.10.2 Market Size and Forecast, by Region

8: Smart Advertising Market, by Product

  • 8.1 Market Overview
  • 8.2 Ad Servers
    • 8.2.1 Key Market Trends & Opportunity Analysis
    • 8.2.2 Market Size and Forecast, by Region
  • 8.3 Demand-Side Platforms
    • 8.3.1 Key Market Trends & Opportunity Analysis
    • 8.3.2 Market Size and Forecast, by Region
  • 8.4 Supply-Side Platforms
    • 8.4.1 Key Market Trends & Opportunity Analysis
    • 8.4.2 Market Size and Forecast, by Region
  • 8.5 Data Management Platforms
    • 8.5.1 Key Market Trends & Opportunity Analysis
    • 8.5.2 Market Size and Forecast, by Region
  • 8.6 Ad Exchanges
    • 8.6.1 Key Market Trends & Opportunity Analysis
    • 8.6.2 Market Size and Forecast, by Region
  • 8.7 Ad Networks
    • 8.7.1 Key Market Trends & Opportunity Analysis
    • 8.7.2 Market Size and Forecast, by Region
  • 8.8 Others
    • 8.8.1 Key Market Trends & Opportunity Analysis
    • 8.8.2 Market Size and Forecast, by Region

9: Smart Advertising Market, by Services

  • 9.1 Market Overview
  • 9.2 Creative Services
    • 9.2.1 Key Market Trends & Opportunity Analysis
    • 9.2.2 Market Size and Forecast, by Region
  • 9.3 Media Planning and Buying
    • 9.3.1 Key Market Trends & Opportunity Analysis
    • 9.3.2 Market Size and Forecast, by Region
  • 9.4 Campaign Management
    • 9.4.1 Key Market Trends & Opportunity Analysis
    • 9.4.2 Market Size and Forecast, by Region
  • 9.5 Analytics and Reporting
    • 9.5.1 Key Market Trends & Opportunity Analysis
    • 9.5.2 Market Size and Forecast, by Region
  • 9.6 Consulting
    • 9.6.1 Key Market Trends & Opportunity Analysis
    • 9.6.2 Market Size and Forecast, by Region
  • 9.7 Others
    • 9.7.1 Key Market Trends & Opportunity Analysis
    • 9.7.2 Market Size and Forecast, by Region

10: Smart Advertising 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
    • 10.5.1 Key Market Trends & Opportunity Analysis
    • 10.5.2 Market Size and Forecast, by Region
  • 10.6 Internet of Things
    • 10.6.1 Key Market Trends & Opportunity Analysis
    • 10.6.2 Market Size and Forecast, by Region
  • 10.7 Augmented Reality
    • 10.7.1 Key Market Trends & Opportunity Analysis
    • 10.7.2 Market Size and Forecast, by Region
  • 10.8 Virtual Reality
    • 10.8.1 Key Market Trends & Opportunity Analysis
    • 10.8.2 Market Size and Forecast, by Region
  • 10.9 Others
    • 10.9.1 Key Market Trends & Opportunity Analysis
    • 10.9.2 Market Size and Forecast, by Region

11: Smart Advertising Market, by Component

  • 11.1 Market Overview
  • 11.2 Software
    • 11.2.1 Key Market Trends & Opportunity Analysis
    • 11.2.2 Market Size and Forecast, by Region
  • 11.3 Hardware
    • 11.3.1 Key Market Trends & Opportunity Analysis
    • 11.3.2 Market Size and Forecast, by Region
  • 11.4 Services
    • 11.4.1 Key Market Trends & Opportunity Analysis
    • 11.4.2 Market Size and Forecast, by Region
  • 11.5 Others
    • 11.5.1 Key Market Trends & Opportunity Analysis
    • 11.5.2 Market Size and Forecast, by Region

12: Smart Advertising 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 Automotive
    • 12.3.1 Key Market Trends & Opportunity Analysis
    • 12.3.2 Market Size and Forecast, by Region
  • 12.4 Healthcare
    • 12.4.1 Key Market Trends & Opportunity Analysis
    • 12.4.2 Market Size and Forecast, by Region
  • 12.5 Entertainment
    • 12.5.1 Key Market Trends & Opportunity Analysis
    • 12.5.2 Market Size and Forecast, by Region
  • 12.6 Financial Services
    • 12.6.1 Key Market Trends & Opportunity Analysis
    • 12.6.2 Market Size and Forecast, by Region
  • 12.7 Travel and Hospitality
    • 12.7.1 Key Market Trends & Opportunity Analysis
    • 12.7.2 Market Size and Forecast, by Region
  • 12.8 Education
    • 12.8.1 Key Market Trends & Opportunity Analysis
    • 12.8.2 Market Size and Forecast, by Region
  • 12.9 Telecommunications
    • 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: Smart Advertising Market, by Form

  • 13.1 Market Overview
  • 13.2 Static
    • 13.2.1 Key Market Trends & Opportunity Analysis
    • 13.2.2 Market Size and Forecast, by Region
  • 13.3 Dynamic
    • 13.3.1 Key Market Trends & Opportunity Analysis
    • 13.3.2 Market Size and Forecast, by Region
  • 13.4 Interactive
    • 13.4.1 Key Market Trends & Opportunity Analysis
    • 13.4.2 Market Size and Forecast, by Region
  • 13.5 Others
    • 13.5.1 Key Market Trends & Opportunity Analysis
    • 13.5.2 Market Size and Forecast, by Region

14: Smart Advertising Market, by Device

  • 14.1 Market Overview
  • 14.2 Smartphones
    • 14.2.1 Key Market Trends & Opportunity Analysis
    • 14.2.2 Market Size and Forecast, by Region
  • 14.3 Tablets
    • 14.3.1 Key Market Trends & Opportunity Analysis
    • 14.3.2 Market Size and Forecast, by Region
  • 14.4 Laptops
    • 14.4.1 Key Market Trends & Opportunity Analysis
    • 14.4.2 Market Size and Forecast, by Region
  • 14.5 Desktops
    • 14.5.1 Key Market Trends & Opportunity Analysis
    • 14.5.2 Market Size and Forecast, by Region
  • 14.6 Smart TVs
    • 14.6.1 Key Market Trends & Opportunity Analysis
    • 14.6.2 Market Size and Forecast, by Region
  • 14.7 Digital Signages
    • 14.7.1 Key Market Trends & Opportunity Analysis
    • 14.7.2 Market Size and Forecast, by Region
  • 14.8 Others
    • 14.8.1 Key Market Trends & Opportunity Analysis
    • 14.8.2 Market Size and Forecast, by Region

15: Smart Advertising Market, by Deployment

  • 15.1 Market Overview
  • 15.2 Cloud-Based
    • 15.2.1 Key Market Trends & Opportunity Analysis
    • 15.2.2 Market Size and Forecast, by Region
  • 15.3 On-Premises
    • 15.3.1 Key Market Trends & Opportunity Analysis
    • 15.3.2 Market Size and Forecast, by Region
  • 15.4 Hybrid
    • 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: Smart Advertising Market, by End User

  • 16.1 Market Overview
  • 16.2 Enterprises
    • 16.2.1 Key Market Trends & Opportunity Analysis
    • 16.2.2 Market Size and Forecast, by Region
  • 16.3 Small and Medium Businesses
    • 16.3.1 Key Market Trends & Opportunity Analysis
    • 16.3.2 Market Size and Forecast, by Region
  • 16.4 Government
    • 16.4.1 Key Market Trends & Opportunity Analysis
    • 16.4.2 Market Size and Forecast, by Region
  • 16.5 Non-Profit Organizations
    • 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: Smart Advertising 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 Form
    • 17.2.9 North America Market Size and Forecast, by Device
    • 17.2.10 North America Market Size and Forecast, by Deployment
    • 17.2.11 North America Market Size and Forecast, by End User
    • 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 Form
      • 17.2.9.8 United States Market Size and Forecast, by Device
      • 17.2.9.9 United States Market Size and Forecast, by Deployment
      • 17.2.9.10 United States Market Size and Forecast, by End User
      • 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 Form
      • 17.2.10.8 Canada Market Size and Forecast, by Device
      • 17.2.10.9 Canada Market Size and Forecast, by Deployment
      • 17.2.10.10 Canada Market Size and Forecast, by End User
      • 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 Form
    • 17.3.9 Europe Market Size and Forecast, by Device
    • 17.3.10 Europe Market Size and Forecast, by Deployment
    • 17.3.11 Europe Market Size and Forecast, by End User
    • 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 Form
      • 17.3.9.8 United Kingdom Market Size and Forecast, by Device
      • 17.3.9.9 United Kingdom Market Size and Forecast, by Deployment
      • 17.3.9.10 United Kingdom Market Size and Forecast, by End User
      • 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 Form
      • 17.3.10.8 Germany Market Size and Forecast, by Device
      • 17.3.10.9 Germany Market Size and Forecast, by Deployment
      • 17.3.10.10 Germany Market Size and Forecast, by End User
      • 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 Form
      • 17.3.11.8 France Market Size and Forecast, by Device
      • 17.3.11.9 France Market Size and Forecast, by Deployment
      • 17.3.11.10 France Market Size and Forecast, by End User
      • 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 Form
      • 17.3.12.8 Spain Market Size and Forecast, by Device
      • 17.3.12.9 Spain Market Size and Forecast, by Deployment
      • 17.3.12.10 Spain Market Size and Forecast, by End User
      • 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 Form
      • 17.3.13.8 Italy Market Size and Forecast, by Device
      • 17.3.13.9 Italy Market Size and Forecast, by Deployment
      • 17.3.13.10 Italy Market Size and Forecast, by End User
      • 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 Form
      • 17.3.14.8 Netherlands Market Size and Forecast, by Device
      • 17.3.14.9 Netherlands Market Size and Forecast, by Deployment
      • 17.3.14.10 Netherlands Market Size and Forecast, by End User
      • 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 Form
      • 17.3.15.8 Sweden Market Size and Forecast, by Device
      • 17.3.15.9 Sweden Market Size and Forecast, by Deployment
      • 17.3.15.10 Sweden Market Size and Forecast, by End User
      • 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 Form
      • 17.3.16.8 Switzerland Market Size and Forecast, by Device
      • 17.3.16.9 Switzerland Market Size and Forecast, by Deployment
      • 17.3.16.10 Switzerland Market Size and Forecast, by End User
      • 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 Form
      • 17.3.17.8 Denmark Market Size and Forecast, by Device
      • 17.3.17.9 Denmark Market Size and Forecast, by Deployment
      • 17.3.17.10 Denmark Market Size and Forecast, by End User
      • 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 Form
      • 17.3.18.8 Finland Market Size and Forecast, by Device
      • 17.3.18.9 Finland Market Size and Forecast, by Deployment
      • 17.3.18.10 Finland Market Size and Forecast, by End User
      • 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 Form
      • 17.3.19.8 Russia Market Size and Forecast, by Device
      • 17.3.19.9 Russia Market Size and Forecast, by Deployment
      • 17.3.19.10 Russia Market Size and Forecast, by End User
      • 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 Form
      • 17.3.20.8 Rest of Europe Market Size and Forecast, by Device
      • 17.3.20.9 Rest of Europe Market Size and Forecast, by Deployment
      • 17.3.20.10 Rest of Europe Market Size and Forecast, by End User
      • 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 Form
    • 17.4.9 Asia-Pacific Market Size and Forecast, by Device
    • 17.4.10 Asia-Pacific Market Size and Forecast, by Deployment
    • 17.4.11 Asia-Pacific Market Size and Forecast, by End User
    • 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 Form
      • 17.4.9.8 China Market Size and Forecast, by Device
      • 17.4.9.9 China Market Size and Forecast, by Deployment
      • 17.4.9.10 China Market Size and Forecast, by End User
      • 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 Form
      • 17.4.10.8 India Market Size and Forecast, by Device
      • 17.4.10.9 India Market Size and Forecast, by Deployment
      • 17.4.10.10 India Market Size and Forecast, by End User
      • 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 Form
      • 17.4.11.8 Japan Market Size and Forecast, by Device
      • 17.4.11.9 Japan Market Size and Forecast, by Deployment
      • 17.4.11.10 Japan Market Size and Forecast, by End User
      • 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 Form
      • 17.4.12.8 South Korea Market Size and Forecast, by Device
      • 17.4.12.9 South Korea Market Size and Forecast, by Deployment
      • 17.4.12.10 South Korea Market Size and Forecast, by End User
      • 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 Form
      • 17.4.13.8 Australia Market Size and Forecast, by Device
      • 17.4.13.9 Australia Market Size and Forecast, by Deployment
      • 17.4.13.10 Australia Market Size and Forecast, by End User
      • 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 Form
      • 17.4.14.8 Singapore Market Size and Forecast, by Device
      • 17.4.14.9 Singapore Market Size and Forecast, by Deployment
      • 17.4.14.10 Singapore Market Size and Forecast, by End User
      • 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 Form
      • 17.4.15.8 Indonesia Market Size and Forecast, by Device
      • 17.4.15.9 Indonesia Market Size and Forecast, by Deployment
      • 17.4.15.10 Indonesia Market Size and Forecast, by End User
      • 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 Form
      • 17.4.16.8 Taiwan Market Size and Forecast, by Device
      • 17.4.16.9 Taiwan Market Size and Forecast, by Deployment
      • 17.4.16.10 Taiwan Market Size and Forecast, by End User
      • 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 Form
      • 17.4.17.8 Malaysia Market Size and Forecast, by Device
      • 17.4.17.9 Malaysia Market Size and Forecast, by Deployment
      • 17.4.17.10 Malaysia Market Size and Forecast, by End User
      • 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 Form
      • 17.4.18.8 Rest of Asia-Pacific Market Size and Forecast, by Device
      • 17.4.18.9 Rest of Asia-Pacific Market Size and Forecast, by Deployment
      • 17.4.18.10 Rest of Asia-Pacific Market Size and Forecast, by End User
      • 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 Form
    • 17.5.9 Latin America Market Size and Forecast, by Device
    • 17.5.10 Latin America Market Size and Forecast, by Deployment
    • 17.5.11 Latin America Market Size and Forecast, by End User
    • 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 Form
      • 17.5.9.8 Brazil Market Size and Forecast, by Device
      • 17.5.9.9 Brazil Market Size and Forecast, by Deployment
      • 17.5.9.10 Brazil Market Size and Forecast, by End User
      • 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 Form
      • 17.5.10.8 Mexico Market Size and Forecast, by Device
      • 17.5.10.9 Mexico Market Size and Forecast, by Deployment
      • 17.5.10.10 Mexico Market Size and Forecast, by End User
      • 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 Form
      • 17.5.11.8 Argentina Market Size and Forecast, by Device
      • 17.5.11.9 Argentina Market Size and Forecast, by Deployment
      • 17.5.11.10 Argentina Market Size and Forecast, by End User
      • 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 Form
      • 17.5.12.8 Rest of Latin America Market Size and Forecast, by Device
      • 17.5.12.9 Rest of Latin America Market Size and Forecast, by Deployment
      • 17.5.12.10 Rest of Latin America Market Size and Forecast, by End User
      • 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 Form
    • 17.6.9 Middle East and Africa Market Size and Forecast, by Device
    • 17.6.10 Middle East and Africa Market Size and Forecast, by Deployment
    • 17.6.11 Middle East and Africa Market Size and Forecast, by End User
    • 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 Form
      • 17.6.9.8 Saudi Arabia Market Size and Forecast, by Device
      • 17.6.9.9 Saudi Arabia Market Size and Forecast, by Deployment
      • 17.6.9.10 Saudi Arabia Market Size and Forecast, by End User
      • 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 Form
      • 17.6.10.8 UAE Market Size and Forecast, by Device
      • 17.6.10.9 UAE Market Size and Forecast, by Deployment
      • 17.6.10.10 UAE Market Size and Forecast, by End User
      • 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 Form
      • 17.6.11.8 South Africa Market Size and Forecast, by Device
      • 17.6.11.9 South Africa Market Size and Forecast, by Deployment
      • 17.6.11.10 South Africa Market Size and Forecast, by End User
      • 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 Form
      • 17.6.12.8 Rest of MEA Market Size and Forecast, by Device
      • 17.6.12.9 Rest of MEA Market Size and Forecast, by Deployment
      • 17.6.12.10 Rest of MEA Market Size and Forecast, by End User
      • 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 Criteo
    • 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 The Trade Desk
    • 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 MediaMath
    • 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 Taboola
    • 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 Outbrain
    • 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 InMobi
    • 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 Zeta Global
    • 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 AppNexus
    • 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 Rocket Fuel
    • 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 Quantcast
    • 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 Choozle
    • 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 Flashtalking
    • 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 Marin Software
    • 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
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