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マーケティングにおける生成人工知能の世界市場

Generative Artificial Intelligence in Marketing

出版日
ページ情報
英文 218 Pages
納期
即日から翌営業日
適宜更新あり
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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=146.99円
マーケティングにおける生成人工知能の世界市場
出版日: 2025年01月27日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 218 Pages
納期: 即日から翌営業日
GIIご利用のメリット
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概要

マーケティングにおける生成人工知能の世界市場は2030年までに266億米ドルに到達

2024年に43億米ドルと推定されるマーケティングにおける生成人工知能の世界市場は、分析期間2024年から2030年にかけて35.4%のCAGRで成長し、2030年には266億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるマーケティングソフトウェアにおける生成AIは、CAGR 33.5%を記録し、分析期間終了時には163億米ドルに達すると予測されます。マーケティングサービスにおける生成AIセグメントの成長率は、分析期間でCAGR 38.7%と推定されます。

米国市場は11億米ドルと推定、中国はCAGR33.7％で成長予測

米国のマーケティングにおける生成人工知能市場は2024年に11億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに40億米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは33.7%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ32.1％と30.9％と予測されています。欧州では、ドイツがCAGR約24.9%で成長すると予測されています。

世界のマーケティングにおける生成人工知能市場- 主要動向と促進要因まとめ

生成AIはマーケティングにおけるコンテンツ制作をどう変革するか？

生成人工知能は、コンテンツ作成プロセスを合理化・強化することで、マーケティングに革命をもたらしています。従来のコンテンツ作成には多くの時間とクリエイティブなリソースが必要だったが、生成AIツールは高品質でパーソナライズされたコンテンツをわずかな時間で作成することができます。これらのツールは、高度な自然言語処理（NLP）アルゴリズムを活用し、特定のターゲットオーディエンスに合わせた説得力のあるコピー、ブログ記事、ソーシャルメディアコンテンツ、さらには広告スクリプトを作成します。消費者の行動、嗜好、エンゲージメント・パターンを分析することで、AIを搭載したプラットフォームは、オーディエンスの心に深く響くコンテンツを生成し、顧客エンゲージメントとブランド・ロイヤルティを高めることができます。

文章によるコンテンツに加え、生成AIはビジュアル・メディアの制作においても大きな進歩を遂げています。AIツールはグラフィックをデザインし、マーケティングビデオを作成し、広告のために現実のシナリオをシミュレートすることさえできます。この機能により、従来のデザインチームへの依存度が下がり、マーケティング担当者はより効率的にキャンペーンを展開できるようになります。さらに、生成AIツールは、かつてない規模でマーケティング・コンテンツのA/Bテストを可能にし、マーケターは最も効果的な戦略を決定し、迅速に反復することができます。コンテンツ制作を自動化し最適化することで、生成AIは、ますます速いペースでコンテンツ主導のマーケティングが進む中で、企業が競合優位性を維持するのに役立っています。

生成AIはなぜマーケティング分析の要になりつつあるのか？

生成AIは、生データを実用的な洞察に変えることで、マーケターがデータ分析にアプローチする方法を再構築しています。従来のアナリティクス・ツールは、過去のインサイトや記述的なインサイトを提供するが、生成AIは、将来の動向を予測し、データに基づいた戦略を推奨することで、さらに一歩先を行く。AIを搭載したプラットフォームは、顧客とのやり取り、購買行動、市場状況などの膨大なデータセットを分析し、新たな機会と課題を特定します。こうした洞察により、マーケティング担当者は先を見越した意思決定を行い、キャンペーンの効果を高め、リソースをより効率的に配分できるようになります。

もうひとつの重要な用途は、顧客セグメンテーションにあります。生成AIは、ウェブサイトでのやり取り、ソーシャルメディアでの行動、取引履歴など、複数のソースからのデータを組み合わせることで、非常に詳細な顧客プロファイルを作成することができます。これにより、新興国市場のマーケティング担当者は、特定の消費者の嗜好に対応する超パーソナライズされたキャンペーンを開発することができます。さらに、生成AIを活用した予測分析によって、マーケティング担当者は顧客のニーズを予測し、タイムリーな提案を提供することができるようになり、コンバージョン率と顧客満足度が向上します。マーケティング・アナリティクスへのAIの統合は、企業がオーディエンスを理解し対話する方法を変革し、より深いつながりとインパクトのあるキャンペーンを促進します。

企業は顧客エンゲージメントに生成AIをどのように活用しているか？

企業は顧客エンゲージメントを再定義し、オーディエンスとのより強い関係を構築するために生成AIを採用しています。AIを搭載したチャットボットやバーチャルアシスタントは、顧客にリアルタイムのサポートやパーソナライズされたレコメンデーションを提供し、現代のマーケティング戦略に不可欠な存在となっています。これらのツールはユーザー体験を向上させるだけでなく、顧客の嗜好やペインポイントに関する貴重なデータを収集し、マーケティング戦略をさらに洗練させるために利用することができます。さらに、AI主導のプラットフォームは、動的なコンテンツ配信を通じてリアルタイムのエンゲージメントを可能にし、顧客が好みのチャネルを通じて適切なタイミングで適切なメッセージを受け取れるようにしています。

生成AIは、パーソナライズされた報酬体系やエンゲージメント戦略を構築することで、ロイヤルティプログラムにも変革をもたらしつつあります。顧客データを分析することで、AIはどのインセンティブが個々の顧客に最も響くかを予測し、より大きな参加と維持を保証することができます。さらに、AIツールは、企業がカスタマージャーニー全体をシミュレートし、最適化することを可能にし、潜在的なドロップオフポイントを特定し、顧客を維持するためのソリューションを実装しています。あらゆるインタラクションをパーソナライズし、強化する能力を持つ生成AIは、混雑したマーケットプレースで際立つことを目指す企業にとって不可欠な存在になりつつあります。

マーケティングにおける生成AIの成長を促す要因とは？

マーケティングにおける生成人工知能市場の成長は、パーソナライズされたデータ駆動型のマーケティング戦略に対する需要の高まり、eコマースの台頭、AI搭載ツールの進化など、いくつかの要因によってもたらされています。企業は、マーケティングワークフローの合理化、運用コストの削減、キャンペーン成果の向上を目的に、生成AIを採用しています。デジタルプラットフォームの普及と、一貫性のある高品質なコンテンツへのニーズは、AI主導のコンテンツ作成ソリューションへの需要をさらに高めています。

顧客行動を分析し、変化する消費者の嗜好に適応する生成AIの能力もまた、大きな成長促進要因となっています。企業はAIを活用して視聴者をより深く理解し、オーダーメイドの体験を提供したり、持続的な関係を築いたりできるようになっています。さらに、機械学習アルゴリズムとクラウド・コンピューティングの進歩により、生成AIツールはよりアクセスしやすく、スケーラブルになり、あらゆる規模の企業で広く採用されるようになっています。企業が効率性、創造性、顧客エンゲージメントを優先し続ける中、生成AIは、世界中のマーケティング戦略の未来を形作る上で中心的な役割を果たす準備が整っています。

セグメント

コンポーネント（マーケティング・ソフトウェア、マーケティング・サービス）;システム・タイプ（テキスト・モデル、マルチモーダル・モデル）;アプリケーション（コンテンツ生成アプリケーション、検索エンジン最適化（SEO）アプリケーション、リード育成＆リードスコアリング・アプリケーション、レポーティング＆分析アプリケーション、ソーシャルメディア・マーケティング・アプリケーション、その他アプリケーション）;最終用途（小売＆eコマース・最終用途、メディア＆エンターテインメント・最終用途、IT＆テレコム・最終用途、ヘルスケア・最終用途、BFSI最終用途、自動車＆運輸最終用途、その他最終用途）

調査対象企業の例（全44件）

  • AI Superior
  • Amazon Web Services, Inc.
  • Capgemini SE
  • Deloitte
  • Deloitte Digital
  • Delve AI, Inc.
  • Glean Technologies, Inc.
  • IBM Corporation
  • Jasper
  • Microsoft Corporation

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP31172

Global Generative Artificial Intelligence in Marketing Market to Reach US$26.6 Billion by 2030

The global market for Generative Artificial Intelligence in Marketing estimated at US$4.3 Billion in the year 2024, is expected to reach US$26.6 Billion by 2030, growing at a CAGR of 35.4% over the analysis period 2024-2030. Generative AI in Marketing Software, one of the segments analyzed in the report, is expected to record a 33.5% CAGR and reach US$16.3 Billion by the end of the analysis period. Growth in the Generative AI in Marketing Services segment is estimated at 38.7% CAGR over the analysis period.

The U.S. Market is Estimated at US$1.1 Billion While China is Forecast to Grow at 33.7% CAGR

The Generative Artificial Intelligence in Marketing market in the U.S. is estimated at US$1.1 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$4.0 Billion by the year 2030 trailing a CAGR of 33.7% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 32.1% and 30.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 24.9% CAGR.

Global Generative Artificial Intelligence in Marketing Market – Key Trends & Drivers Summarized

How Is Generative AI Transforming Content Creation in Marketing?

Generative Artificial Intelligence is revolutionizing marketing by streamlining and enhancing content creation processes. Traditional content generation often requires significant time and creative resources, but generative AI tools can produce high-quality, personalized content in a fraction of the time. These tools leverage advanced natural language processing (NLP) algorithms to create compelling copy, blog posts, social media content, and even ad scripts tailored to specific target audiences. By analyzing consumer behavior, preferences, and engagement patterns, AI-powered platforms can generate content that resonates deeply with audiences, boosting customer engagement and brand loyalty.

In addition to written content, generative AI has also made significant strides in visual media creation. AI tools can design graphics, create marketing videos, and even simulate real-life scenarios for advertisements. This capability reduces dependency on traditional design teams and empowers marketers to launch campaigns more efficiently. Furthermore, generative AI tools enable A/B testing of marketing content on an unprecedented scale, allowing marketers to determine the most effective strategies and iterate rapidly. By automating and optimizing content creation, generative AI is helping businesses maintain a competitive edge in an increasingly fast-paced and content-driven marketing landscape.

Why Is Generative AI Becoming a Cornerstone of Marketing Analytics?

Generative AI is reshaping how marketers approach data analytics by turning raw data into actionable insights. Traditional analytics tools provide historical and descriptive insights, but generative AI goes a step further by predicting future trends and recommending data-driven strategies. AI-powered platforms analyze vast datasets, including customer interactions, purchasing behavior, and market conditions, to identify emerging opportunities and challenges. These insights enable marketers to make proactive decisions, improve campaign effectiveness, and allocate resources more efficiently.

Another key application lies in customer segmentation. Generative AI can create highly detailed customer profiles by combining data from multiple sources, such as website interactions, social media behavior, and transaction history. This allows marketers to develop hyper-personalized campaigns that cater to specific consumer preferences. Furthermore, predictive analytics powered by generative AI enables marketers to anticipate customer needs and deliver timely recommendations, improving conversion rates and customer satisfaction. The integration of AI into marketing analytics is transforming how businesses understand and interact with their audiences, fostering deeper connections and more impactful campaigns.

How Are Businesses Leveraging Generative AI for Customer Engagement?

Businesses are adopting generative AI to redefine customer engagement and build stronger relationships with their audiences. AI-powered chatbots and virtual assistants have become integral to modern marketing strategies, providing real-time support and personalized recommendations to customers. These tools not only enhance user experiences but also collect valuable data on customer preferences and pain points, which can be used to refine marketing strategies further. Additionally, AI-driven platforms are enabling real-time engagement through dynamic content delivery, ensuring that customers receive the right message at the right time through their preferred channels.

Generative AI is also transforming loyalty programs by creating personalized reward structures and engagement strategies. By analyzing customer data, AI can predict which incentives will resonate most with individual customers, ensuring greater participation and retention. Furthermore, AI tools are enabling businesses to simulate and optimize entire customer journeys, identifying potential drop-off points and implementing solutions to retain customers. With its ability to personalize and enhance every interaction, generative AI is becoming indispensable for businesses aiming to stand out in a crowded marketplace.

What Factors Are Driving the Growth of Generative AI in Marketing?

The growth in the Generative Artificial Intelligence in Marketing market is driven by several factors, including the increasing demand for personalized and data-driven marketing strategies, the rise of e-commerce, and advancements in AI-powered tools. Businesses are adopting generative AI to streamline marketing workflows, reduce operational costs, and improve campaign outcomes. The proliferation of digital platforms and the need for consistent, high-quality content have further amplified the demand for AI-driven content creation solutions.

Generative AI’s ability to analyze customer behavior and adapt to changing consumer preferences is another significant growth driver. Companies are leveraging AI to gain a deeper understanding of their audiences, enabling them to deliver tailored experiences and build lasting relationships. Additionally, advancements in machine learning algorithms and cloud computing have made generative AI tools more accessible and scalable, encouraging widespread adoption across businesses of all sizes. As businesses continue to prioritize efficiency, creativity, and customer engagement, generative AI is poised to play a central role in shaping the future of marketing strategies worldwide.

SCOPE OF STUDY:

The report analyzes the Generative Artificial Intelligence in Marketing market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Marketing Software, Marketing Services); System Type (Text Models, Multimodal Models); Application (Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application, Social Media Marketing Application, Other Applications); End-Use (Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 44 Featured) -

  • AI Superior
  • Amazon Web Services, Inc.
  • Capgemini SE
  • Deloitte
  • Deloitte Digital
  • Delve AI, Inc.
  • Glean Technologies, Inc.
  • IBM Corporation
  • Jasper
  • Microsoft Corporation

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Economic Frontiers: Trends, Trials & Transformations
    • Generative Artificial Intelligence in Marketing - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Generative AI Spurs Growth in Personalized Marketing Campaigns and Customer Engagement
    • Expansion of AI-Powered Content Creation Broadens Addressable Opportunities for Marketers
    • Increased Demand for Predictive Analytics Propels AI Adoption in Campaign Optimization
    • AI-Driven Audience Segmentation Enhances Precision in Targeted Advertising
    • Generative AI Strengthens the Business Case for Real-Time Customer Insights
    • AI-Based Chatbots and Virtual Assistants Transform Customer Interaction Models
    • Integration with CRM Platforms Sustains Growth in AI-Enhanced Marketing Automation
    • AI-Powered Sentiment Analysis Drives Adoption of Predictive Brand Management Tools
    • Generative AI Creates New Opportunities in Multichannel Advertising Strategies
    • AI Innovations Accelerate the Growth of Interactive and Immersive Marketing Experiences
    • Generative AI Fuels Efficiencies in Dynamic Pricing and Personalized Promotions
    • Data Privacy and Compliance Concerns Influence Adoption of AI in Marketing
    • AI-Enhanced Visual Content Generation Drives Transformation in Branding Strategies
    • Generative AI Expands Market Opportunities in Voice Search and Conversational Marketing
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Generative Artificial Intelligence in Marketing Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Generative Artificial Intelligence in Marketing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Marketing Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Marketing Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Marketing Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Marketing Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Content Generation Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Content Generation Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Search Engine Optimization (SEO) Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Search Engine Optimization (SEO) Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Lead Nurturing & Lead Scoring Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Lead Nurturing & Lead Scoring Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Reporting & Analytics Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Reporting & Analytics Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Social Media Marketing Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Social Media Marketing Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Retail & E-Commerce End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Retail & E-Commerce End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Media & Entertainment End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Media & Entertainment End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for IT & Telecom End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for IT & Telecom End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Healthcare End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Healthcare End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 28: World Recent Past, Current & Future Analysis for BFSI End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 29: World 6-Year Perspective for BFSI End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 30: World Recent Past, Current & Future Analysis for Automotive & Transportation End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 31: World 6-Year Perspective for Automotive & Transportation End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 33: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 34: World Recent Past, Current & Future Analysis for Text Models by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 35: World 6-Year Perspective for Text Models by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 36: World Recent Past, Current & Future Analysis for Multimodal Models by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 37: World 6-Year Perspective for Multimodal Models by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Generative Artificial Intelligence in Marketing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 38: USA Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: USA 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 40: USA Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: USA 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 42: USA Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: USA 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 44: USA Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: USA 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030
  • CANADA
    • TABLE 46: Canada Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: Canada 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 48: Canada Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: Canada 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 50: Canada Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Canada 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 52: Canada Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Canada 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030
  • JAPAN
    • Generative Artificial Intelligence in Marketing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 54: Japan Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Japan 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 56: Japan Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Japan 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 58: Japan Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Japan 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 60: Japan Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: Japan 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030
  • CHINA
    • Generative Artificial Intelligence in Marketing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 62: China Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: China 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 64: China Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: China 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 66: China Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: China 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 68: China Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: China 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030
  • EUROPE
    • Generative Artificial Intelligence in Marketing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 70: Europe Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 71: Europe 6-Year Perspective for Generative Artificial Intelligence in Marketing by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 72: Europe Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Europe 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 74: Europe Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Europe 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 76: Europe Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Europe 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 78: Europe Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: Europe 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030
  • FRANCE
    • Generative Artificial Intelligence in Marketing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 80: France Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: France 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 82: France Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: France 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 84: France Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: France 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 86: France Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: France 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030
  • GERMANY
    • Generative Artificial Intelligence in Marketing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 88: Germany Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Germany 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 90: Germany Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Germany 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 92: Germany Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Germany 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 94: Germany Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Germany 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030
  • ITALY
    • TABLE 96: Italy Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Italy 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 98: Italy Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Italy 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 100: Italy Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Italy 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 102: Italy Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 103: Italy 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030
  • UNITED KINGDOM
    • Generative Artificial Intelligence in Marketing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 104: UK Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 105: UK 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 106: UK Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 107: UK 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 108: UK Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 109: UK 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 110: UK Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 111: UK 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 112: Rest of Europe Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 113: Rest of Europe 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 114: Rest of Europe Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 115: Rest of Europe 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 116: Rest of Europe Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Rest of Europe 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 118: Rest of Europe Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 119: Rest of Europe 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Generative Artificial Intelligence in Marketing Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 120: Asia-Pacific Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 121: Asia-Pacific 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 122: Asia-Pacific Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 123: Asia-Pacific 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 124: Asia-Pacific Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 125: Asia-Pacific 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 126: Asia-Pacific Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 127: Asia-Pacific 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 128: Rest of World Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Component - Marketing Software and Marketing Services - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 129: Rest of World 6-Year Perspective for Generative Artificial Intelligence in Marketing by Component - Percentage Breakdown of Value Sales for Marketing Software and Marketing Services for the Years 2025 & 2030
    • TABLE 130: Rest of World Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by Application - Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 131: Rest of World 6-Year Perspective for Generative Artificial Intelligence in Marketing by Application - Percentage Breakdown of Value Sales for Other Applications, Content Generation Application, Search Engine Optimization (SEO) Application, Lead Nurturing & Lead Scoring Application, Reporting & Analytics Application and Social Media Marketing Application for the Years 2025 & 2030
    • TABLE 132: Rest of World Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by End-Use - Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 133: Rest of World 6-Year Perspective for Generative Artificial Intelligence in Marketing by End-Use - Percentage Breakdown of Value Sales for Retail & E-Commerce End-Use, Media & Entertainment End-Use, IT & Telecom End-Use, Healthcare End-Use, BFSI End-Use, Automotive & Transportation End-Use and Other End-Uses for the Years 2025 & 2030
    • TABLE 134: Rest of World Recent Past, Current & Future Analysis for Generative Artificial Intelligence in Marketing by System Type - Text Models and Multimodal Models - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 135: Rest of World 6-Year Perspective for Generative Artificial Intelligence in Marketing by System Type - Percentage Breakdown of Value Sales for Text Models and Multimodal Models for the Years 2025 & 2030

IV. COMPETITION