マーケティングにおける人工知能市場：オファリング、テクノロジー、展開タイプ、アプリケーション、エンドユーザー産業別-2025-2030年の世界予測

マーケティングにおける人工知能市場の2023年の市場規模は116億5,000万米ドルで、2024年には138億4,000万米ドルに達すると予測され、CAGR 18.89％で成長し、2030年には391億3,000万米ドルに達すると予測されています。

マーケティングにおける人工知能（AI）市場は、データと予測分析を活用して顧客エンゲージメントを強化し、広告費を最適化し、パーソナライズされた体験を推進することで、ダイナミックに情勢を変革しています。機械学習、自然言語処理、コンピュータ・ビジョンなどのAI技術は、革新的なマーケティング・ソリューションを生み出す上で極めて重要です。マーケティングにおけるAIの必要性は、リアルタイムの消費者インサイト、ルーチンタスクの自動化、膨大なデータセットからパターンを識別する能力の差し迫った必要性から生じており、それによって、より多くの情報に基づいた意思決定とROIの改善が可能になります。用途は多岐にわたり、カスタマーサービス用のチャットボット、パーソナライズされたEメールマーケティング、センチメント分析、ターゲットキャンペーンの予測分析などが含まれます。エンドユースの範囲は、小売、eコマース、銀行、通信など複数のセクターにまたがり、それぞれがAIによるターゲティング機能の強化や顧客のパーソナライゼーションから恩恵を受けています。

市場成長の主な原動力は、ビジネスの急速なデジタル化、ビッグデータの急増、積極的な顧客エンゲージメントに対する需要の高まりです。これらの要因は、さまざまなプラットフォームでシームレスな顧客対応を可能にするオムニチャネル戦略とAIの統合など、新たなビジネスチャンスを生み出す肥沃な土壌を生み出しています。さらに、サステナビリティ・マーケティングや倫理的なAIの実践のためにAIを活用する可能性は、もう一つの成長の道を提示しています。しかし、データ・プライバシーへの懸念、AI導入の高コスト、AIシステムの設計・管理におけるスキル・ギャップなどの課題が山積しており、採用率の妨げとなっています。

ビジネスの成長を促進するため、企業はデータ・セキュリティ対策の強化や、中小企業に合わせた使いやすいAIプラットフォームの開発に重点を置いたAI研究に投資すべきです。AIを活用した拡張現実（AR）や音声検索の最適化などのイノベーションは、今後の有望な研究分野です。市場は本質的に競争的であり、急速な技術進歩と協調的パートナーシップを特徴としています。企業は、課題を克服し、急成長する機会を効果的に活用するために、透明性、倫理的慣行、消費者の信頼を重視し、AI導入に戦略的アプローチを採用することが推奨されます。

市場力学：急速に進化するマーケティングにおける人工知能市場の主要市場インサイトを公開

マーケティングにおける人工知能市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができるとともに、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 顧客中心のマーケティング戦略への注目の高まり
  • マーケティングにおけるデジタルネットワークとソーシャルメディアの利用の増加
  • 顧客獲得とリードジェネレーションにおけるAIの利点
• 市場抑制要因
  • AIシステムを管理するAI専門家の不足
• 市場機会
  • クラウドベースのアプリケーションの採用拡大
  • マーケティング分析におけるAIの活用範囲の拡大
• 市場の課題
  • 新興市場におけるデジタル化の遅れ

ポーターの5つの力：マーケティングにおける人工知能市場をナビゲートする戦略ツール

ポーターの5つの力フレームワークは、マーケティングにおける人工知能市場の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：マーケティングにおける人工知能市場における外部からの影響の把握

外部マクロ環境要因は、マーケティングにおける人工知能市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析マーケティングにおける人工知能市場における競合情勢の把握

マーケティングにおける人工知能市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックスマーケティングにおける人工知能市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、マーケティングにおける人工知能市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨マーケティングにおける人工知能市場における成功への道筋を描く

マーケティングにおける人工知能市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 顧客中心のマーケティング戦略への重点化
    • マーケティングにおけるデジタルネットワークとソーシャルメディアの利用増加
    • 顧客獲得とリードジェネレーションにおけるAIのメリット
  • 抑制要因
    • AIシステムを管理するAI専門家の不足
  • 機会
    • クラウドベースのアプリケーションの採用の増加
    • マーケティング分析におけるAIの範囲の拡大
  • 課題
    • 新興市場におけるデジタル化の遅れの影響
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTLE分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 マーケティングにおける人工知能市場：提供別

• ハードウェア
  • ネットワーク
  • プロセッサ
  • ストレージ
• サービス
  • 展開と統合
  • サポートとメンテナンス
• ソフトウェア

第7章 マーケティングにおける人工知能市場：技術別

• コンピュータビジョン
• コンテキスト認識コンピューティング
• 機械学習
  • ディープラーニング
  • 強化学習
  • 半教師あり学習
  • 教師あり学習
  • 教師なし学習
• 自然言語処理（NLP）

第8章 マーケティングにおける人工知能市場：展開タイプ別

• クラウド上
• オンプレミス

第9章 マーケティングにおける人工知能市場：用途別

• 分析プラットフォーム
• コンテンツキュレーション
• ダイナミック価格
• セールス＆マーケティングオートメーション
• 検索広告
• ソーシャルメディア広告
• バーチャルアシスタント

第10章 マーケティングにおける人工知能市場：エンドユーザー業界別

• BFSI
• 消費財
• 企業
• メディアと広告
• 小売り

第11章 南北アメリカのマーケティングにおける人工知能市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域のマーケティングにおける人工知能市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第13章 欧州・中東・アフリカのマーケティングにおける人工知能市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第14章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• 1. Amazon Web Services Inc
• 2. Appier Inc.
• 3. Baidu, Inc.
• 4. GumGum, Inc.
• 5. H2O.ai, Inc.
• 6. Intel Corporation
• 7. International Business Machines Corporation
• 8. Iteris, Inc.
• 9. Meta Platforms, Inc
• 10. Micron Technology, Inc.
• 11. Microsoft Corporation
• 12. NVIDIA Corporation
• 13. Oracle Corporation
• 14. Salesforce, Inc.
• 15. Samsung Electronics Co., Ltd.

LIST OF FIGURES

• FIGURE 1. ARTIFICIAL INTELLIGENCE IN MARKETING MARKET RESEARCH PROCESS
• FIGURE 2. ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. AMERICAS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. AMERICAS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. UNITED STATES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 19. UNITED STATES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 25. ARTIFICIAL INTELLIGENCE IN MARKETING MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. ARTIFICIAL INTELLIGENCE IN MARKETING MARKET DYNAMICS
• TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY NETWORK, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY PROCESSOR, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY STORAGE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT & INTEGRATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY CONTEXT-AWARE COMPUTING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SEMI-SUPERVISED LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY NATURAL LANGUAGE PROCESSING (NLP), BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY ANALYTICS PLATFORM, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY CONTENT CURATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DYNAMIC PRICING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SALES & MARKETING AUTOMATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SEARCH ADVERTISING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SOCIAL MEDIA ADVERTISING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY VIRTUAL ASSISTANT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
• TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY CONSUMER GOODS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 43. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY ENTERPRISE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 44. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MEDIA & ADVERTISING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 45. GLOBAL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 46. AMERICAS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 47. AMERICAS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 48. AMERICAS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 49. AMERICAS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 50. AMERICAS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 51. AMERICAS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 52. AMERICAS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 53. AMERICAS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 54. AMERICAS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 55. ARGENTINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 56. ARGENTINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 57. ARGENTINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 58. ARGENTINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 59. ARGENTINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 60. ARGENTINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 61. ARGENTINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 62. ARGENTINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 63. BRAZIL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 64. BRAZIL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 65. BRAZIL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 66. BRAZIL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 67. BRAZIL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 68. BRAZIL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 69. BRAZIL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 70. BRAZIL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 71. CANADA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 72. CANADA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 73. CANADA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 74. CANADA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 75. CANADA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 76. CANADA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 77. CANADA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 78. CANADA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 79. MEXICO ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 80. MEXICO ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 81. MEXICO ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 82. MEXICO ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 83. MEXICO ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 84. MEXICO ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 85. MEXICO ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 86. MEXICO ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 87. UNITED STATES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 88. UNITED STATES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 89. UNITED STATES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 90. UNITED STATES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 91. UNITED STATES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 92. UNITED STATES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 93. UNITED STATES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 94. UNITED STATES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 95. UNITED STATES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 96. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 97. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 98. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 99. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 100. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 101. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 102. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 103. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 104. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 105. AUSTRALIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 106. AUSTRALIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 107. AUSTRALIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 108. AUSTRALIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 109. AUSTRALIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 110. AUSTRALIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 111. AUSTRALIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 112. AUSTRALIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 113. CHINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 114. CHINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 115. CHINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 116. CHINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 117. CHINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 118. CHINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 119. CHINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 120. CHINA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 121. INDIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 122. INDIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 123. INDIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 124. INDIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 125. INDIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 126. INDIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 127. INDIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 128. INDIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 129. INDONESIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 130. INDONESIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 131. INDONESIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 132. INDONESIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 133. INDONESIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 134. INDONESIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 135. INDONESIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 136. INDONESIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 137. JAPAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 138. JAPAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 139. JAPAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 140. JAPAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 141. JAPAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 142. JAPAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 143. JAPAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 144. JAPAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 145. MALAYSIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 146. MALAYSIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 147. MALAYSIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 148. MALAYSIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 149. MALAYSIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 150. MALAYSIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 151. MALAYSIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 152. MALAYSIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 153. PHILIPPINES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 154. PHILIPPINES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 155. PHILIPPINES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 156. PHILIPPINES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 157. PHILIPPINES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 158. PHILIPPINES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 159. PHILIPPINES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 160. PHILIPPINES ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 161. SINGAPORE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 162. SINGAPORE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 163. SINGAPORE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 164. SINGAPORE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 165. SINGAPORE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 166. SINGAPORE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 167. SINGAPORE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 168. SINGAPORE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 169. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 170. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 171. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 172. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 173. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 174. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 175. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 176. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 177. TAIWAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 178. TAIWAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 179. TAIWAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 180. TAIWAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 181. TAIWAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 182. TAIWAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 183. TAIWAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 184. TAIWAN ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 185. THAILAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 186. THAILAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 187. THAILAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 188. THAILAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 189. THAILAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 190. THAILAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 191. THAILAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 192. THAILAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 193. VIETNAM ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 194. VIETNAM ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 195. VIETNAM ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 196. VIETNAM ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 197. VIETNAM ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 198. VIETNAM ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 199. VIETNAM ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 200. VIETNAM ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 201. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 202. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 203. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 204. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 205. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 206. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 207. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 208. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 209. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 210. DENMARK ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 211. DENMARK ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 212. DENMARK ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 213. DENMARK ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 214. DENMARK ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 215. DENMARK ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 216. DENMARK ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 217. DENMARK ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 218. EGYPT ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 219. EGYPT ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 220. EGYPT ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 221. EGYPT ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 222. EGYPT ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 223. EGYPT ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 224. EGYPT ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 225. EGYPT ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 226. FINLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 227. FINLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 228. FINLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 229. FINLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 230. FINLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 231. FINLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 232. FINLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 233. FINLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 234. FRANCE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 235. FRANCE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 236. FRANCE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 237. FRANCE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 238. FRANCE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 239. FRANCE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 240. FRANCE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 241. FRANCE ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 242. GERMANY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 243. GERMANY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 244. GERMANY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 245. GERMANY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 246. GERMANY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 247. GERMANY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 248. GERMANY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 249. GERMANY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 250. ISRAEL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 251. ISRAEL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 252. ISRAEL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 253. ISRAEL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 254. ISRAEL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 255. ISRAEL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 256. ISRAEL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 257. ISRAEL ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 258. ITALY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 259. ITALY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 260. ITALY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 261. ITALY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 262. ITALY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 263. ITALY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 264. ITALY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 265. ITALY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 266. NETHERLANDS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 267. NETHERLANDS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 268. NETHERLANDS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 269. NETHERLANDS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 270. NETHERLANDS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 271. NETHERLANDS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 272. NETHERLANDS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 273. NETHERLANDS ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 274. NIGERIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 275. NIGERIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 276. NIGERIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 277. NIGERIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 278. NIGERIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 279. NIGERIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 280. NIGERIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 281. NIGERIA ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 282. NORWAY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 283. NORWAY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 284. NORWAY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 285. NORWAY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 286. NORWAY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 287. NORWAY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY DEPLOYMENT TYPE, 2018-2030 (USD MILLION)
• TABLE 288. NORWAY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 289. NORWAY ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY END-USER INDUSTRY, 2018-2030 (USD MILLION)
• TABLE 290. POLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
• TABLE 291. POLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 292. POLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 293. POLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 294. POLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY MACHINE LEARNING, 2018-2030 (USD MILLION)
• TABLE 295. POLAND ARTIFICIAL INTELLIGENCE IN MARKETING MARKET SIZE, BY

The Artificial Intelligence in Marketing Market was valued at USD 11.65 billion in 2023, expected to reach USD 13.84 billion in 2024, and is projected to grow at a CAGR of 18.89%, to USD 39.13 billion by 2030.

The artificial intelligence (AI) in marketing market is dynamically transforming the landscape by leveraging data and predictive analytics to enhance customer engagement, optimize ad spending, and drive personalized experiences. AI technologies, including machine learning, natural language processing, and computer vision, are pivotal in creating innovative marketing solutions. The necessity of AI in marketing stems from the pressing need for real-time consumer insights, automation of routine tasks, and the ability to discern patterns from massive datasets, thereby enabling more informed decision-making and improved ROI. Applications are diverse, encompassing chatbots for customer service, personalized email marketing, sentiment analysis, and predictive analytics for targeted campaigns. The end-use scope spans multiple sectors such as retail, e-commerce, banking, and telecommunications, each benefitting from enhanced targeting capabilities and customer personalization powered by AI.

Market growth is primarily driven by the rapid digitization of businesses, the proliferation of big data, and an escalating demand for proactive customer engagement. These factors create fertile grounds for emerging opportunities, such as the integration of AI with omnichannel strategies, which enables seamless customer interactions across various platforms. Additionally, the potential to leverage AI for sustainability marketing and ethical AI practices presents another growth avenue. However, challenges abound, such as data privacy concerns, the high cost of AI implementation, and a skills gap in designing and managing AI systems, which can hinder adoption rates.

To foster business growth, companies should invest in AI research focused on enhancing data security measures and developing user-friendly AI platforms tailored to small and medium-sized enterprises. Innovations in AI-driven augmented reality and voice search optimization are promising areas for exploration. The market is inherently competitive, characterized by rapid technological advancements and collaborative partnerships. Companies are recommended to adopt a strategic approach to AI deployment, emphasizing transparency, ethical practices, and consumer trust to navigate challenges and capitalize on burgeoning opportunities effectively.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Artificial Intelligence in Marketing Market

The Artificial Intelligence in Marketing Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Increasing focus on customer-centric marketing strategies
  • Rising use of digital network and social media for marketing
  • AI benefits in customer acquisition and lead generation
• Market Restraints
  • Lack of AI professionals to manage AI systems
• Market Opportunities
  • Growing adoption of cloud-based applications
  • Increasing scope of AI in marketing analysis
• Market Challenges
  • Slow digitization rate affecting in emerging markets

Porter's Five Forces: A Strategic Tool for Navigating the Artificial Intelligence in Marketing Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Artificial Intelligence in Marketing Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Artificial Intelligence in Marketing Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Artificial Intelligence in Marketing Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Artificial Intelligence in Marketing Market

A detailed market share analysis in the Artificial Intelligence in Marketing Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Artificial Intelligence in Marketing Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Artificial Intelligence in Marketing Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Artificial Intelligence in Marketing Market

A strategic analysis of the Artificial Intelligence in Marketing Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Artificial Intelligence in Marketing Market, highlighting leading vendors and their innovative profiles. These include Amazon Web Services Inc, Appier Inc., Baidu, Inc., GumGum, Inc., H2O.ai, Inc., Intel Corporation, International Business Machines Corporation, Iteris, Inc., Meta Platforms, Inc, Micron Technology, Inc., Microsoft Corporation, NVIDIA Corporation, Oracle Corporation, Salesforce, Inc., and Samsung Electronics Co., Ltd..

Market Segmentation & Coverage

This research report categorizes the Artificial Intelligence in Marketing Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Offering, market is studied across Hardware, Services, and Software. The Hardware is further studied across Network, Processor, and Storage. The Services is further studied across Deployment & Integration and Support & Maintenance.
• Based on Technology, market is studied across Computer Vision, Context-Aware Computing, Machine Learning, and Natural Language Processing (NLP). The Machine Learning is further studied across Deep Learning, Reinforcement Learning, Semi-Supervised Learning, Supervised Learning, and Unsupervised Learning.
• Based on Deployment Type, market is studied across On-Cloud and On-Premises.
• Based on Application, market is studied across Analytics Platform, Content Curation, Dynamic Pricing, Sales & Marketing Automation, Search Advertising, Social Media Advertising, and Virtual Assistant.
• Based on End-User Industry, market is studied across BFSI, Consumer Goods, Enterprise, Media & Advertising, and Retail.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Increasing focus on customer-centric marketing strategies
    • 5.1.1.2. Rising use of digital network and social media for marketing
    • 5.1.1.3. AI benefits in customer acquisition and lead generation
  • 5.1.2. Restraints
    • 5.1.2.1. Lack of AI professionals to manage AI systems
  • 5.1.3. Opportunities
    • 5.1.3.1. Growing adoption of cloud-based applications
    • 5.1.3.2. Increasing scope of AI in marketing analysis
  • 5.1.4. Challenges
    • 5.1.4.1. Slow digitization rate affecting in emerging markets
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Artificial Intelligence in Marketing Market, by Offering

• 6.1. Introduction
• 6.2. Hardware
  • 6.2.1. Network
  • 6.2.2. Processor
  • 6.2.3. Storage
• 6.3. Services
  • 6.3.1. Deployment & Integration
  • 6.3.2. Support & Maintenance
• 6.4. Software

7. Artificial Intelligence in Marketing Market, by Technology

• 7.1. Introduction
• 7.2. Computer Vision
• 7.3. Context-Aware Computing
• 7.4. Machine Learning
  • 7.4.1. Deep Learning
  • 7.4.2. Reinforcement Learning
  • 7.4.3. Semi-Supervised Learning
  • 7.4.4. Supervised Learning
  • 7.4.5. Unsupervised Learning
• 7.5. Natural Language Processing (NLP)

8. Artificial Intelligence in Marketing Market, by Deployment Type

• 8.1. Introduction
• 8.2. On-Cloud
• 8.3. On-Premises

9. Artificial Intelligence in Marketing Market, by Application

• 9.1. Introduction
• 9.2. Analytics Platform
• 9.3. Content Curation
• 9.4. Dynamic Pricing
• 9.5. Sales & Marketing Automation
• 9.6. Search Advertising
• 9.7. Social Media Advertising
• 9.8. Virtual Assistant

10. Artificial Intelligence in Marketing Market, by End-User Industry

• 10.1. Introduction
• 10.2. BFSI
• 10.3. Consumer Goods
• 10.4. Enterprise
• 10.5. Media & Advertising
• 10.6. Retail

11. Americas Artificial Intelligence in Marketing Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Artificial Intelligence in Marketing Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Artificial Intelligence in Marketing Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Amazon Web Services Inc
• 2. Appier Inc.
• 3. Baidu, Inc.
• 4. GumGum, Inc.
• 5. H2O.ai, Inc.
• 6. Intel Corporation
• 7. International Business Machines Corporation
• 8. Iteris, Inc.
• 9. Meta Platforms, Inc
• 10. Micron Technology, Inc.
• 11. Microsoft Corporation
• 12. NVIDIA Corporation
• 13. Oracle Corporation
• 14. Salesforce, Inc.
• 15. Samsung Electronics Co., Ltd.