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マーケティングにおける人工知能の市場規模、シェア、動向分析レポート：コンポーネント別、用途別、技術別、エンドユーザー産業別、地域別、セグメント別予測、2025年～2030年

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

出版日
ページ情報
英文 100 Pages
納期
2～10営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.06円
マーケティングにおける人工知能の市場規模、シェア、動向分析レポート：コンポーネント別、用途別、技術別、エンドユーザー産業別、地域別、セグメント別予測、2025年～2030年
出版日: 2024年11月27日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2～10営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

マーケティングにおける人工知能市場の成長と動向：

Grand View Research, Inc.の最新レポートによると、マーケティングにおける人工知能（AI）の世界市場規模は2030年までに822億3,000万米ドルに達する見込みです。

同市場は2025年から2030年にかけてCAGR 25.0％で拡大すると予測されています。デジタルアシスタンスに対する需要の高まりと、顧客主導のマーケティングや広告に対する需要の高まりが、市場の成長を促進しています。ビッグデータ分析の進歩や、消費者体験を向上させるためのAIベースの製品やサービスの利用増加も市場成長の要因となっています。クラウドベースのサービス導入の増加とマーケティング分析の成長は、マーケティング市場におけるAIの有利な機会を生み出すと予想されます。

マーケティングにおけるAIは、顧客行動の理解、ソーシャルメディアマーケティング、広告、データフィルタリング、分析に利用できます。AIは、マーケティングチームが従来の人口統計データを超えて、個人レベルで消費者の嗜好を発見することを可能にし、ブランドが顧客の特定の嗜好に基づいて体験を開発することを可能にします。さらに、データは、機械学習アルゴリズムを介してユーザーに提供されるコンテンツの推奨パターンを強化する上で不可欠な役割を果たしています。例えば、Amazon.com, Inc.のプライム・ビデオやNetflix, Inc.は、それぞれのプラットフォームにおけるユーザーの視聴履歴に基づいて推薦を改善するために、堅牢な推薦システムを使用しています。

AIによる自然言語処理の開発により、より顕著なコミュニケーションプラットフォームを開発する必要性が高まる中、チャットボットは企業にとって優先事項となってきています。より基本的な質問を持つ顧客は、チャットボットを使って即座に正確に回答することができます。チャットボットは、過去の質問と過去のデータを使用してパーソナライズされた結果を提供することができ、顧客サービス担当者は、より人間的なニュアンスを必要とする複雑なリクエストに取り組む時間を確保することができます。例えば、スウェーデンを拠点とするファッション企業のH&Mは、チャットボットを使ってモバイル顧客の服の選択肢探しを支援しています。米国を拠点とするレストランチェーンのDomino’sは、注文を迅速にするためにフェイスブックのチャットボットを作成しました。

アジア太平洋地域は、予測期間中に最も急成長する市場になると予想されています。この地域には、最も人口が多く、開発途上国であるインドと中国が含まれます。これらの国々は、国家のデジタル化を目指す政府のイニシアチブを支援するため、先進技術を急速に導入しています。この地域の大企業、中小企業がAIを採用することで、マーケティングにおける人工知能市場の有利な成長機会が生まれます。2023年1月、日本のデジタル広告会社である株式会社サイバーエージェントは、人工知能を使って大量の動画広告を作成する計画を立てています。この取り組みは広告効果の向上を目指したものです。

マーケティングにおける人工知能市場レポートハイライト：

  • AIは、マーケターが顧客によりパーソナライズされた、関連性の高い、魅力的な体験を提供することを可能にしており、AI技術が高度化するにつれて、この傾向は続くと思われます。
  • 機械学習技術分野が37.1%の収益シェアで市場を独占しています。市場成長の要因は、顧客の意図を理解し、適切な応答を提供できるチャットボットやバーチャルアシスタントを作るために、機械学習やNLPアルゴリズムの利用が拡大していることです。
  • AIを活用した予測分析は、顧客の行動や嗜好を予測するために利用されており、マーケティング担当者はキャンペーンを最適化し、提供物をパーソナライズすることができます。予測分析はまた、マーケティング担当者が価値の高い顧客を特定し、ソリューションを予測し、価格設定を最適化するのにも役立ちます。
  • 北米は、小売、BFSI、ヘルスケア、自動車、その他の産業の拡大により、2024年の収益シェア32.42%で市場を独占しています。この地域の数多くの有名テクノロジー企業は、マーケティングにおけるAIがもたらす有望な可能性を認識しています。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 マーケティングにおける人工知能市場の変数、動向、範囲

  • 市場系統の見通し
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 業界の課題
  • マーケティングにおける人工知能市場分析ツール
    • 業界分析 - ポーターのファイブフォース分析
    • PESTEL分析

第4章 マーケティングにおける人工知能市場：コンポーネント別の推定・動向分析

  • セグメントダッシュボード
  • マーケティングにおける人工知能市場：コンポーネント別の変動分析、2024年および2030年
  • プラットフォーム
  • サービス

第5章 マーケティングにおける人工知能市場：用途別の推定・動向分析

  • セグメントダッシュボード
  • マーケティングにおける人工知能市場：用途別の変動分析、2024年および2030年
  • ソーシャルメディア広告
  • 検索エンジンマーケティング
  • バーチャルアシスタント
  • コンテンツキュレーション
  • セールス・マーケティングオートメーション
  • 分析プラットフォーム
  • その他マーケティングにおける人工知能市場の収益推計と予測、2018年～2030年

第6章 マーケティングにおける人工知能市場：技術別の推定・動向分析

  • セグメントダッシュボード
  • マーケティングにおける人工知能市場：技術別の変動分析、2024年および2030年
  • 機械学習
  • 自然言語処理（NLP）
  • コンピュータビジョン
  • その他

第7章 マーケティングにおける人工知能市場：最終用途別の推定・動向分析

  • セグメントダッシュボード
  • マーケティングにおける人工知能市場：最終用途別の変動分析、2024年および2030年
  • BFSI
  • 小売
  • 消費財
  • メディアとエンターテイメント
  • IT・通信
  • その他

第8章 マーケティングにおける人工知能市場：地域別の推定・動向分析

  • マーケティングにおける人工知能市場のシェア、地域別、2024年と2030年
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
  • ラテンアメリカ
    • ブラジル
  • 中東およびアフリカ
    • アラブ首長国連邦
    • サウジアラビア
    • 南アフリカ

第9章 競合情勢

  • 企業分類
  • 企業の市場ポジショニング
  • 参入企業の概要
  • 財務実績
  • 製品ベンチマーク
  • 企業ヒートマップ分析
  • 戦略マッピング
  • 企業プロファイル/上場企業
    • Amazon.com, Inc.
    • Baidu, Inc.
    • Google LLC
    • Intel Corporation
    • International Business Machines Corporation
    • Microsoft Corporation
    • NVIDIA Corporation
    • Oracle Corporation
    • Salesforce, Inc.
    • Twitter, Inc.
図表

List of Tables

  • Table 1 Global Artificial Intelligence in Marketing market estimates and forecasts, by region, 2018 - 2030 (USD Million)
  • Table 2 Global Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 3 Global Artificial Intelligence in Marketing market estimates and forecasts, by application, 2018 - 2030 (USD Million)
  • Table 4 Global Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 5 Global Artificial Intelligence in Marketing market estimates and forecasts, by end-use, 2018 - 2030 (USD Million)
  • Table 6 North America Artificial Intelligence in Marketing market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 7 North America Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 8 North America Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 9 North America Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 10 North America Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 11 U.S. Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 12 U.S. Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 13 U.S. Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 14 U.S. Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 15 Canada Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 16 Canada Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 17 Canada Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 18 Canada Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 19 Mexico Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 20 Mexico Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 21 Mexico Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 22 Mexico Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 23 Europe Artificial Intelligence in Marketing market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 24 Europe Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 25 Europe Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 26 Europe Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 27 Europe Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 28 UK Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 29 UK Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 30 UK Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 31 UK Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 32 Germany Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 33 Germany Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 34 Germany Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 35 Germany Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 36 Asia Pacific Artificial Intelligence in Marketing market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 37 Asia Pacific Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 38 Asia Pacific Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 39 Asia Pacific Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 40 Asia Pacific Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 41 China Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 42 China Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 43 China Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 44 China Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 45 India Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 46 India Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 47 India Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 48 India Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 49 Japan Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 50 Japan Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 51 Japan Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 52 Japan Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 53 Australia Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 54 Australia Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 55 Australia Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 56 Australia Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 57 South Korea Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 58 South Korea Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 59 South Korea Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 60 South Korea Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 61 Latin America Artificial Intelligence in Marketing market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 62 Latin America Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 63 Latin America Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 64 Latin America Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 65 Latin America Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 66 Brazil Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 67 Brazil Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 68 Brazil Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 69 Brazil Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 70 Middle East & Africa Artificial Intelligence in Marketing market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 71 Middle East & Africa Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 72 Middle East & Africa Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 73 North America Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 74 Middle East & Africa Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)
  • Table 75 KSA Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 76 KSA Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 77 KSA Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 78 KSA Artificial Intelligence in Marketing market estimates and forecasts, by end-use, 2018 - 2030 (USD Million)
  • Table 79 UAE Artificial Intelligence in Marketing market estimates and forecasts, by component, 2018 - 2030 (USD Million)
  • Table 80 UAE Artificial Intelligence in Marketing market estimates and forecasts, by applications, 2018 - 2030 (USD Million)
  • Table 81 UAE Artificial Intelligence in Marketing market estimates and forecasts, by technology, 2018 - 2030 (USD Million)
  • Table 82 UAE Artificial Intelligence in Marketing market estimates and forecasts, by end use, 2018 - 2030 (USD Million)

List of Figures

  • Fig. 1 Information procurement
  • Fig. 2 Primary research pattern
  • Fig. 3 Market research approaches
  • Fig. 4 Value chain-based sizing & forecasting
  • Fig. 5 QFD modelling for market share assessment.
  • Fig. 6 Parent market analysis
  • Fig. 7 Patient-population model
  • Fig. 8 Market formulation & validation
  • Fig. 9 Artificial Intelligence in Marketing market snapshot
  • Fig. 10 Artificial Intelligence in Marketing market segment snapshot
  • Fig. 11 Artificial Intelligence in Marketing market competitive landscape snapshot
  • Fig. 12 Market research process
  • Fig. 13 Market driver relevance analysis (Current & future impact)
  • Fig. 14 Market restraint relevance analysis (Current & future impact)
  • Fig. 15 Artificial Intelligence in Marketing Market, Component outlook key takeaways (USD Million)
  • Fig. 16 Artificial Intelligence in Marketing Market: Component movement analysis 2018 - 2030 (USD Million)
  • Fig. 17 Software market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 18 Services market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 Artificial Intelligence in Marketing Market: Application outlook key takeaways (USD Million)
  • Fig. 20 Artificial Intelligence in Marketing Market: Application movement analysis 2018 - 2030 (USD Million)
  • Fig. 21 Social Media Advertising in Marketing Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 Search Engine Marketing Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 23 Virtual Assistant Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 Content Curation Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Sales & Marketing Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Analytics Platform Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Others Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Artificial Intelligence in Marketing Market: Technology outlook key takeaways (USD Million)
  • Fig. 29 Artificial Intelligence in Marketing Market: Technology movement analysis 2018 - 2030 (USD Million)
  • Fig. 30 Machine Learning Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 Natural Language Processing (NLP) Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 Computer Vision Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 Others Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Artificial Intelligence in Marketing Market: End-use outlook key takeaways (USD Million)
  • Fig. 35 Artificial Intelligence in Marketing Market: End-use movement analysis 2018 - 2030 (USD Million)
  • Fig. 36 BFSI Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 Healthcare & Life Sciences Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Retail Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 Consumer goods Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Media & Entertainment Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 IT & Telecom Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Others Artificial Intelligence in Marketing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 Regional marketplace: Key takeaways
  • Fig. 44 Artificial Intelligence in Marketing Market: Regional outlook, 2018 & 2030 (USD Million)
  • Fig. 45 North America Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 U.S. Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Canada Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 Europe Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 Mexico Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 UK Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 Germany Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 France Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 53 Asia Pacific Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 54 Japan Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 55 China Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 56 India Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 57 South Korea Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 58 Australia Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 59 Latin America Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 60 Brazil Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 61 MEA Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 62 South Africa Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 63 Saudi Arabia Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 64 UAE Artificial Intelligence in Marketing market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 65 Strategy framework
  • Fig. 66 Company Categorization
目次
Product Code: GVR-4-68040-082-5

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

Table of Contents

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.