시장보고서

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마케팅용 인공지능 시장 규모, 점유율, 동향 분석 리포트 : 컴포넌트별, 용도별, 기술별, 최종사용자 산업별, 지역별, 부문별 예측(2025-2030년)

Artificial Intelligence In Marketing Market Size, Share & Trends Analysis Report By Component, By Application, By Technology, By End User Industry, By Region, And Segment Forecasts, 2025 - 2030

발행일: 2024년 11월 | 리서치사:

Grand View Research | 페이지 정보: 영문 100 Pages | 배송안내 : 2-10일 (영업일 기준)

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마케팅용 인공지능 시장의 성장과 동향 :

Grand View Research, Inc.의 최신 리포트에 따르면 세계의 마케팅용 인공지능(AI) 시장 규모는 2030년까지 822억 3,000만 달러에 달할 전망입니다.

이 시장은 2025-2030년 연평균 25.0%의 성장률을 나타낼 것으로 예상됩니다. 디지털 어시스턴스에 대한 수요 증가와 고객 주도형 마케팅 및 광고에 대한 수요 증가가 시장 성장을 가속하고 있습니다. 빅데이터 분석의 발전과 소비자 경험을 개선하기 위한 AI 기반 제품 및 서비스 사용 증가도 시장 성장에 기여하고 있습니다. 클라우드 기반 서비스 도입 증가와 마케팅 분석의 성장은 마케팅 시장에서 AI에 유리한 기회를 창출할 것으로 예상됩니다.

마케팅에서 AI는 고객 행동 이해, 소셜미디어 마케팅, 광고, 데이터 필터링 및 분석에 활용될 수 있으며, AI는 마케팅 팀이 기존의 인구통계학적 데이터를 넘어 개인 수준에서 소비자 취향을 발견하고 브랜드가 고객의 특정 취향에 기반한 경험을 개발할 수 있게 해줍니다. 고객의 특정 취향에 기반한 경험을 개발할 수 있게 해줍니다. 또한 데이터는 머신러닝 알고리즘을 통해 사용자에게 제공되는 컨텐츠 추천 패턴을 강화하는 데 필수적인 역할을 하고 있습니다. 예를 들어 아마존닷컴(Amazon.com, Inc.)의 프라임 비디오(Prime Video)와 넷플릭스(Netflix, Inc.)는 강력한 추천 시스템을 사용하여 각 플랫폼에서 사용자의 시청 기록에 따라 추천을 개선하고 있습니다.

AI를 통한 자연 언어 처리의 발전으로 보다 뛰어난 커뮤니케이션 플랫폼을 개발해야 할 필요성이 커지면서 챗봇은 기업의 우선순위가 되고 있습니다. 보다 기본적인 질문을 가진 고객은 챗봇을 통해 즉각적이고 정확한 답변을 얻을 수 있습니다. 챗봇은 과거 질문과 과거 데이터를 사용하여 개인화된 결과를 제공할 수 있으며, 고객 서비스 담당자는 보다 인간적인 뉘앙스가 필요한 복잡한 요청을 처리할 수 있는 시간을 확보할 수 있습니다. 예를 들어 스웨덴에 본사를 둔 패션 기업 H&M은 챗봇을 통해 모바일 고객이 옷을 고를 때 챗봇을 사용하여 도움을 주고 있습니다. 미국에 본사를 둔 레스토랑 체인 Domino's는 주문 속도를 높이기 위해 페이스북 챗봇을 만들었습니다.

아시아태평양은 예측 기간 중 가장 빠르게 성장하는 시장이 될 것으로 예상됩니다. 이 지역에는 가장 인구가 많고 개발도상국인 인도와 중국이 포함됩니다. 이들 국가는 국가의 디지털화를 위한 정부 구상을 지원하기 위해 첨단 기술을 빠르게 도입하고 있습니다. 이 지역의 대기업과 중소기업의 AI 도입은 마케팅 분야에서 인공지능 시장의 유리한 성장 기회를 창출할 것이며, 2023년 1월 일본의 디지털 광고 회사인 사이버 에이전트(Cyber Agent)는 인공지능을 사용하여 대량의 동영상 광고를 제작할 계획을 세우고 있습니다. 이는 광고 효과를 높이기 위한 노력의 일환입니다.

마케팅의 인공지능 시장 보고서 하이라이트 :

AI를 통해 마케터들은 고객에게 보다 개인화되고, 관련성 높고, 매력적인 경험을 제공할 수 있게 되었으며, AI 기술이 발전함에 따라 이러한 추세는 계속될 것으로 보입니다.
머신러닝 기술 분야가 37.1%의 매출 점유율로 시장을 주도하고 있습니다. 시장 성장의 요인은 고객의 의도를 이해하고 적절한 응답을 제공할 수 있는 챗봇과 가상 비서를 만들기 위해 머신러닝과 NLP 알고리즘의 활용이 확대되고 있기 때문입니다.
AI를 활용한 예측 분석은 고객의 행동과 선호도를 예측하여 마케팅 담당자가 캠페인을 최적화하고 제공 제품을 개인화할 수 있도록 돕습니다. 예측 분석은 또한 마케팅 담당자가 고부가가치 고객을 식별하고, 솔루션을 예측하고, 가격 책정을 최적화하는 데 도움이 됩니다.
북미는 소매, 은행/금융서비스/보험(BFSI), 헬스케어, 자동차 및 기타 산업의 확대로 2024년 32.42%의 매출 점유율로 시장을 장악할 것으로 예상됩니다. 이 지역의 많은 유명 기술 기업은 마케팅 분야에서 AI가 가져올 수 있는 유망한 잠재력을 인식하고 있습니다.

부문 대시보드
마케팅용 인공지능 시장 : 용도별 변동 분석, 2024년 및 2030년
소셜미디어 광고
검색 엔진 마케팅
가상 비서
컨텐트 큐레이션
세일즈·마케팅 자동화
분석 플랫폼
기타 마케팅용 인공지능 시장의 매출 추산과 예측, 2018-2030년

제6장 마케팅용 인공지능 시장 : 기술별 추정·동향 분석

부문 대시보드
마케팅용 인공지능 시장 : 기술별 변동 분석, 2024년 및 2030년
기계학습
자연언어처리(NLP)
컴퓨터 비전
기타

제7장 마케팅용 인공지능 시장 : 최종 용도별 추정·동향 분석

부문 대시보드
마케팅용 인공지능 시장 : 최종 용도별 변동 분석, 2024년 및 2030년
BFSI
소매
소비재
미디어와 엔터테인먼트
IT·통신
기타

제8장 마케팅용 인공지능 시장 : 지역별 추정·동향 분석

마케팅용 인공지능 시장의 점유율, 지역별, 2024년과 2030년
북미
- 미국
- 캐나다
- 멕시코
유럽
- 영국
- 독일
- 프랑스
아시아태평양
- 중국
- 일본
- 인도
- 한국
- 호주
라틴아메리카
- 브라질
중동 및 아프리카
- 아랍에미리트
- 사우디아라비아
- 남아프리카공화국

제9장 경쟁 구도

기업 분류
기업의 시장 포지셔닝
참여 기업의 개요
재무 실적
제품 벤치마킹
기업 히트맵 분석
전략 지도제작
기업 개요/상장기업
- Amazon.com, Inc.
- Baidu, Inc.
- Google LLC
- Intel Corporation
- International Business Machines Corporation
- Microsoft Corporation
- NVIDIA Corporation
- Oracle Corporation
- Salesforce, Inc.
- Twitter, Inc.

KSA 24.12.26

Artificial Intelligence In Marketing Market Growth & Trends:

The global artificial intelligence (AI) in marketing market size is expected to reach USD 82.23 billion by 2030, according to a new report by Grand View Research, Inc. The market is anticipated to expand at a CAGR of 25.0% from 2025 to 2030. The rising demand for digital assistance and the growing demand for customer-driven marketing and advertisement drive the market's growth. Advancements in big data analytics and increased use of AI-based products and services to improve consumer experience are also responsible for market growth. The increased adoption of cloud-based services and the growth of marketing analytics are expected to create lucrative opportunities for AI in the marketing market.

AI in marketing can be used to understand customer behavior, social media marketing, advertisements, data filtering, and analysis. AI enables marketing teams to go beyond traditional demographic data and discover consumer preferences on a personal level, enabling brands to develop experiences based on a customer's particular preferences. Moreover, data plays an essential role in enhancing the recommendation patterns of content served to users via machine learning algorithms. For instance, Amazon.com, Inc.'s Prime Video and Netflix, Inc. use a robust recommendation system to improve recommendations based on user viewing history on their platforms.

With the advancement of natural language processing through AI, chatbots are becoming a priority for businesses as the need to develop more prominent communication platforms grows. Customers with more fundamental questions can use chatbots to respond immediately and accurately. Chatbots can use previous questions and historical data to deliver personalized results, freeing time for customer service agents to work on more complex requests requiring more human nuance. For instance, H&M, a Sweden-based fashion company, uses a chatbot to assist mobile customers in their search for outfit options. Dominos, a U.S.-based restaurant chain, created a Facebook chatbot to expedite orders.

Asia-Pacific is expected to be the fastest-growing market during the forecast period. This region includes India and China, the most populous and developing countries. These countries rapidly adopt advanced technologies to support government initiatives to digitalize nations. Adopting AI by large, small, and medium-sized businesses in this region creates lucrative growth opportunities for artificial intelligence in the marketing market. In January 2023, CyberAgent Inc., a digital advertising company in Japan, is planning to create large volumes of video advertising using artificial intelligence. This initiative aimed to improve the effectiveness of advertising.

Artificial Intelligence In Marketing Market Report Highlights:

AI is enabling marketers to deliver more personalized, relevant, and engaging experiences to customers, and this trend is likely to continue as AI technology becomes more sophisticated
Machine Learning technology segment dominates the market with a revenue share of 37.1%. The factor attributed to the market growth is the growing use of machine learning and NLP algorithms to make chatbots and virtual assistants that can understand customer intent and provide relevant responses
AI-powered predictive analytics is being used to forecast customer behavior and preferences, allowing marketers to optimize their campaigns and personalize their offerings. Predictive analytics also helps marketers to identify high-value customers, predict churn, and optimize pricing
North America dominates the market, with a revenue share of 32.42% in 2024, due to the expansion of retail, BFSI, healthcare, automotive, and other industries. The region's numerous well-known technology firms are aware of the promising possibilities presented by AI in marketing

Chapter 1. Methodology and Scope

1.1. Market Segmentation and Scope
1.2. Research Methodology
- 1.2.1. Information Procurement
1.3. Information or Data Analysis
1.4. Methodology
1.5. Research Scope and Assumptions
1.6. Market Formulation & Validation
1.7. List of Data Sources

Chapter 2. Executive Summary

2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights

Chapter 3. Artificial Intelligence in Marketing Market Variables, Trends, & Scope

3.1. Market Lineage Outlook
3.2. Market Dynamics
- 3.2.1. Market Driver Analysis
- 3.2.2. Market Restraint Analysis
- 3.2.3. Industry Challenge
3.3. Artificial Intelligence in Marketing Market Analysis Tools
- 3.3.1. Industry Analysis - Porter's
  - 3.3.1.1. Bargaining power of the suppliers
  - 3.3.1.2. Bargaining power of the buyers
  - 3.3.1.3. Threats of substitution
  - 3.3.1.4. Threats from new entrants
  - 3.3.1.5. Competitive rivalry
- 3.3.2. PESTEL Analysis
  - 3.3.2.1. Political landscape
  - 3.3.2.2. Economic and Social landscape
  - 3.3.2.3. Technological landscape

Chapter 4. Artificial Intelligence in Marketing Market: Component Estimates & Trend Analysis

4.1. Segment Dashboard
4.2. Artificial Intelligence in Marketing Market: Component Movement Analysis, 2024 & 2030 (USD Million)
4.3. Platform
- 4.3.1. Platform Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.4. Services
- 4.4.1. Services Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Artificial Intelligence in Marketing Market: Application Estimates & Trend Analysis

5.1. Segment Dashboard
5.2. Artificial Intelligence in Marketing Market: Application Movement Analysis, 2024 & 2030 (USD Million)
5.3. Social Media Advertising
- 5.3.1. Social Media Advertising Artificial Intelligence in Marketing Artificial Intelligence in Marketing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.4. Search Engine Marketing
- 5.4.1. Search Engine Marketing Artificial Intelligence in Marketing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.5. Virtual Assistant
- 5.5.1. Virtual Assistant Artificial Intelligence in Marketing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.6. Content Curation
- 5.6.1. Content Curation Artificial Intelligence in Marketing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.7. Sales & Marketing Automation
- 5.7.1. Sales & Marketing Automation Artificial Intelligence in Marketing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.8. Analytics Platform
- 5.8.1. Analytics Platform Artificial Intelligence in Marketing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.9. Others Artificial Intelligence in Marketing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million
- 5.9.1. Others Artificial Intelligence in Marketing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Artificial Intelligence in Marketing Market: Technology Estimates & Trend Analysis

6.1. Segment Dashboard
6.2. Artificial Intelligence in Marketing Market: Technology Movement Analysis, 2024 & 2030 (USD Million)
6.3. Machine Learning
- 6.3.1. Machine Learning Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4. Natural Language Processing (NLP)
- 6.4.1. Natural Language Processing (NLP) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.5. Computer Vision
- 6.5.1. Computer Vision Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6. Others
- 6.6.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Artificial Intelligence in Marketing Market: End-use Estimates & Trend Analysis

7.1. Segment Dashboard
7.2. Artificial Intelligence in Marketing Market: End-use Movement Analysis, 2024 & 2030 (USD Million)
7.3. BFSI
- 7.3.1. BFSI Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4. Retail
- 7.4.1. Retail Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.5. Consumer goods
- 7.5.1. Consumer goods Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6. Media & Entertainment
- 7.6.1. Media & Entertainment Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.7. IT & Telecom
- 7.7.1. IT & Telecom Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.8. Others
- 7.8.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Artificial Intelligence in Marketing Market: Regional Estimates & Trend Analysis

8.1. Artificial Intelligence in Marketing Market Share, By Region, 2024 & 2030 (USD Million)
8.2. North America
- 8.2.1. North America Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.2.1.1. North America Artificial Intelligence in Marketing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
  - 8.2.1.2. North America Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.2.1.3. North America Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.2.1.4. North America Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.2.1.5. North America Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.2.2. U.S.
  - 8.2.2.1. U.S. Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.2.2.2. U.S. Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.2.2.3. U.S. Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.2.2.4. U.S. Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.2.2.5. U.S. Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.2.3. Canada
  - 8.2.3.1. Canada Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.2.3.2. Canada Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.2.3.3. Canada Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.2.3.4. Canada Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.2.3.5. Canada Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.2.4. Mexico
  - 8.2.4.1. Mexico Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.2.4.2. Mexico Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.2.4.3. Mexico Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.2.4.4. Mexico Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.2.4.5. Mexico Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
8.3. Europe
- 8.3.1. Europe Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.3.1.1. Europe Artificial Intelligence in Marketing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
  - 8.3.1.2. Europe Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.3.1.3. Europe Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.3.1.4. Europe Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.3.1.5. Europe Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.3.2. U.K.
  - 8.3.2.1. U.K. Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.3.2.2. U.K. Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.3.2.3. U.K. Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.3.2.4. U.K. Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.3.2.5. U.K. Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.3.3. Germany
  - 8.3.3.1. Germany Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.3.3.2. Germany Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.3.3.3. Germany Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.3.3.4. Germany Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.3.3.5. Germany Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.3.4. France
  - 8.3.4.1. France Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.3.4.2. France Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.3.4.3. France Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.3.4.4. France Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.3.4.5. France Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
8.4. Asia Pacific
- 8.4.1. Asia Pacific Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.4.1.1. Asia Pacific Artificial Intelligence in Marketing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
  - 8.4.1.2. Asia Pacific Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.4.1.3. Asia Pacific Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.4.1.4. Asia Pacific Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.4.1.5. Asia Pacific Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.4.2. China
  - 8.4.2.1. China Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.4.2.2. China Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.4.2.3. China Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.4.2.4. China Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.4.2.5. China Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.4.3. Japan
  - 8.4.3.1. Japan Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.4.3.2. Japan Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.4.3.3. Japan Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.4.3.4. Japan Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.4.3.5. Japan Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.4.4. India
  - 8.4.4.1. India Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.4.4.2. India Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.4.4.3. India Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.4.4.4. India Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.4.4.5. India Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.4.5. South Korea
  - 8.4.5.1. South Korea Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.4.5.2. South Korea Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.4.5.3. South Korea Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.4.5.4. South Korea Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.4.5.5. South Korea Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.4.6. Australia
  - 8.4.6.1. Australia Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.4.6.2. Australia Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.4.6.3. Australia Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.4.6.4. Australia Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.4.6.5. Australia Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
8.5. Latin America
- 8.5.1. Latin America Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.5.1.1. Latin America Artificial Intelligence in Marketing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
  - 8.5.1.2. Latin America Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.5.1.3. Latin America Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.5.1.4. Latin America Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.5.1.5. Latin America Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.5.2. Brazil
  - 8.5.2.1. Brazil Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.5.2.2. Brazil Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.5.2.3. Brazil Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.5.2.4. Brazil Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.5.2.5. Brazil Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
8.6. Middle East and Africa
- 8.6.1. Middle East and Africa Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.6.1.1. Middle East and Africa Artificial Intelligence in Marketing Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
  - 8.6.1.2. Middle East and Africa Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.6.1.3. Middle East and Africa Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.6.1.4. Middle East and Africa Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.6.1.5. Middle East and Africa Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.6.2. UAE
  - 8.6.2.1. UAE Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.6.2.2. UAE Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.6.2.3. UAE Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.6.2.4. UAE Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.6.2.5. UAE Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.6.3. KSA
  - 8.6.3.1. KSA Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.6.3.2. KSA Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.6.3.3. KSA Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.6.3.4. KSA Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.6.3.5. KSA Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)
- 8.6.4. South Africa
  - 8.6.4.1. South Africa Artificial Intelligence in Marketing Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  - 8.6.4.2. South Africa Artificial Intelligence in Marketing Market Estimates and Forecasts, by Component, 2018 - 2030 (USD Million)
  - 8.6.4.3. South Africa Artificial Intelligence in Marketing Market Estimates and Forecasts, by Application, 2018 - 2030 (USD Million)
  - 8.6.4.4. South Africa Artificial Intelligence in Marketing Market Estimates and Forecasts, by Technology, 2018 - 2030 (USD Million)
  - 8.6.4.5. South Africa Artificial Intelligence in Marketing Market Estimates and Forecasts, by End Use, 2018 - 2030 (USD Million)

Chapter 9. Competitive Landscape

9.1. Company Categorization
9.2. Company Market Positioning
9.3. Participant's Overview
9.4. Financial Performance
9.5. Product Benchmarking
9.6. Company Heat Map Analysis
9.7. Strategy Mapping
9.8. Company Profiles/Listing
- 9.8.1. Amazon.com, Inc.
- 9.8.2. Baidu, Inc.
- 9.8.3. Google LLC
- 9.8.4. Intel Corporation
- 9.8.5. International Business Machines Corporation
- 9.8.6. Microsoft Corporation
- 9.8.7. NVIDIA Corporation
- 9.8.8. Oracle Corporation
- 9.8.9. Salesforce, Inc.
- 9.8.10. Twitter, Inc.