市場調査レポート

商品コード

マーケティング向け人工知能（AI）の世界市場規模、シェア、産業動向分析レポート：技術別、エンドユーザー別、コンポーネント別、用途別、地域別の展望と予測、2023年～2030年

Global Artificial Intelligence (AI) In Marketing Market Size, Share & Industry Trends Analysis Report By Technology, By End User, By Component (Software and Services), By Application, By Regional Outlook and Forecast, 2023 - 2030

出版日: 2023年06月30日
発行: KBV Research
ページ情報: 英文 351 Pages
納期: 即納可能

価格

PDF (Single User License)

USD 3,600 536,040円

レポートPDFを1名のみがご利用頂けるライセンスです。PDF内のテキスト等のコピー＆ペーストは可能です。PDFの印刷は可能で、回数に制限はありません。印刷したもののご利用はPDFのご利用範囲に準拠します。

PDF (Multi User License)

USD 4,320 643,248円

レポートPDFを同一企業内の10名までご利用頂けるライセンスです。PDF内のテキスト等のコピー＆ペーストは可能です。PDFの印刷は可能で、回数に制限はありません。印刷したもののご利用はPDFのご利用範囲に準拠します。

PDF (Corporate User License)

USD 6,048 900,547円

レポートPDFを同一企業のすべての方にご利用頂けるライセンスです。PDF内のテキスト等のコピー＆ペーストは可能です。PDFの印刷は可能で、回数に制限はありません。印刷したもののご利用はPDFのご利用範囲に準拠します。

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=148.90円

全表示
概要
図表
目次

概要

サンプル依頼リストに入れる

マーケティング向け人工知能（AI）の市場規模は2030年までに788億米ドルに達すると予測され、予測期間中のCAGRは26.9%の市場成長率で上昇する見込みです。

KBV Cardinal Matrixに示された分析によると、Microsoft CorporationとGoogle LLCが市場の先駆者です。2023年1月、Microsoft Corporationは米国を拠点とするAI研究機関OpenAIとAIスーパーコンピューティングに関する提携を拡大しました。このパートナーシップにより、両社の共同顧客に高度なAIインフラが提供されます。Intel Corporation、Oracle Corporation、NVIDIA Corporationなどの企業は、この市場における主要なイノベーターです。

市場成長要因

顧客主導のマーケティングと広告に対するニーズの高まり

企業の種類を問わず、顧客は組織にとって最も貴重な資産です。AIを活用したマーケティングの競合市場で成功を収めるには、企業は顧客との長期的な関係構築を第一に重視する必要があります。企業は、製品主導のマーケティング手法から顧客中心のマーケティング手法へと移行してきました。組織は顧客をよりよく理解し、調整を実施した後に以前に購入した製品に基づいて顧客の行動を予測できるようになっています。このように、顧客中心のマーケティング戦術の採用が増加し、これらの手法が企業にもたらすメリットが、予測期間中の市場成長を増大させると思われます。

マーケティングの自動化

AIは、特定のオーディエンスをターゲットにする能力を維持しながら、デジタルマーケティングの自動化を支援することができます。人工知能の応用によって達成される自動化とパーソナライゼーションの利用は、マーケティングにおける高度なパーソナライゼーションをもたらす完璧な組み合わせです。企業はまた、急速な拡大を経験する分野で事業を展開する企業にとって不可欠な、顧客追求における競争上の優位性を得ることができます。ペイパークリック（PPC）広告、検索エンジンマーケティング（SEM）、検索エンジン最適化（SEO）、ソーシャルメディアマーケティング（SMM）、コンバージョン率、キーワード検索の自動化は、AIシステムを活用する企業にとって今や可能なことです。その結果、AIオートメーションをマーケティングに活用する動きが拡大し、市場の急拡大が予想されます。

市場抑制要因

AIを活用したマーケティングで直面する困難

AIの最も簡単なアプリケーションであっても、実装が困難な場合があります。技術的な洗練度は低いもの、単体のタスク自動化AIを特定のワークフローに設定するのは依然として難しく、企業は適切なAIスキルを習得する必要があります。ワークフローに人工知能を組み込む場合、AIが問題を引き起こすような使われ方をするのではなく、人の能力を向上させるように、人と機械の仕事を統合する必要があります。例えば、多くの企業がルールベースのチャットボットを使って顧客対応プロセスを自動化しています。市場の拡大は、AIをマーケティングに利用することに伴う欠点によって妨げられる可能性が高いです。

コンポーネントの展望

コンポーネントに基づき、市場はソフトウェアとサービスに区分されます。ソフトウェアセグメントは2022年の収益シェアで最大となり、市場を独占しました。これは、データストレージ容量の慎重な進歩、強力なコンピューティング、並列処理によるハイエンドサービスの供給能力によるものです。さらに、このセグメントは、データを抽出し、リアルタイムの洞察を提供し、意思決定をサポートする能力により、市場で最大のシェアを占めるのに適した位置にあります。プリミティブ、推論、線形代数、ビデオアナリティクス、スパース行列、多数のハードウェア接続機能など、AIアプリケーションを開発・展開するためのライブラリは、人工知能ソフトウェアパッケージに含まれています。

技術の展望

技術ベースでは、市場は機械学習、自然言語処理（NLP）、コンピュータービジョン、その他に分けられます。2022年の市場では、機械学習セグメントが最も高い収益シェアを占めています。このセグメントの成長は、機械学習とディープラーニングで行われてきたAIへの大きな投資によるものです。これらはAIプラットフォームとコグニティブアプリケーションを包含しており、助言的でインテリジェントなコグニティブ対応ソリューションの作成を容易にしています。これらのコグニティブアプリケーションには、タグ付け、クラスタリング、分類、仮説生成、アラート、フィルタリング、ナビゲーション、視覚化などが含まれます。

エンドユーザーの展望

エンドユーザー別では、BFSI、消費財・小売、メディア・エンターテインメント、IT・通信、その他に分類されます。消費財・小売セグメントは、2022年の市場で顕著な収益シェアを獲得しました。これは、より良いショッピング体験を提供することに重点が置かれるようになったためであり、小売部門は大幅に増加すると予測されています。様々なソーシャルメディアソースからのデジタルテキスト、音声、画像データ量の増加が、データマイニングとアナリティクスの需要を促進しています。さらに、小売業におけるAIは、行動分析と消費者インテリジェンスを使用して、さまざまな顧客ケアのタッチポイントを改善し、さまざまな市場人口統計に関する洞察に満ちた知識を得ることで、このセグメントの成長を促進しています。

用途の展望

用途別では、コンテンツキュレーション、ソーシャルメディア広告、バーチャルアシスタント、検索エンジンマーケティング、販売・マーケティングオートメーション、アナリティクスプラットフォーム、その他に市場は分類されます。ソーシャルメディア広告セグメントは、2022年の市場で顕著な収益シェアを記録しました。ソーシャルメディアマーケティングでは、AIを使って文章や動画コンテンツの制作、投稿のスケジュール管理、データ分析などが行われます。これまでと同様、AIは今後ソーシャルメディアマーケティングでより大きな役割を果たすと思われます。ソーシャルメディアマーケティング担当者は、AIによるコンテンツ生成、スケジューリング、予測モデリングなどの力を取り入れると思われます。

地域の展望

地域別に見ると、市場は北米、欧州、アジア太平洋、ラテンアメリカ・中東・アフリカで分析されます。北米地域は、2022年のar市場で最も高い収益シェアを記録しました。これは、多くの企業で人工知能（AI）の採用を促進する政府の政策が後押ししているためです。同地域の有名IT企業数社は、AIがもたらす有望な可能性をマーケティングに活用しています。さらに、この地域では、特に世界の他の地域と比較して、中小企業も大企業もそれなりの割合でAIを活用しています。同地域の様々な産業におけるAIの高い利用率が、同地域市場の拡大を後押ししています。

世界のコンテンツキュレーション市場：地域別
世界のソーシャルメディア広告市場：地域別
世界のバーチャルアシスタント市場：地域別
世界の検索エンジンマーケティング市場：地域別
世界の販売・マーケティングオートメーション市場：地域別
世界のアナリティクスプラットフォーム市場：地域別
世界のその他の市場：地域別

第8章世界のマーケティング向け人工知能（AI）市場：地域別

北米
- 北米の市場：国別
  - 米国
  - カナダ
  - メキシコ
  - その他北米地域
欧州
- 欧州の市場：国別
  - ドイツ
  - 英国
  - フランス
  - ロシア
  - スペイン
  - イタリア
  - その他欧州地域
アジア太平洋
- アジア太平洋の市場：国別
  - 中国
  - 日本
  - インド
  - 韓国
  - シンガポール
  - マレーシア
  - その他アジア太平洋地域
ラテンアメリカ・中東・アフリカ
- ラテンアメリカ・中東・アフリカの市場：国別
  - ブラジル
  - アルゼンチン
  - アラブ首長国連邦
  - サウジアラビア
  - 南アフリカ
  - ナイジェリア
  - その他ラテンアメリカ・中東・アフリカ地域

第9章企業プロファイル

Amazoncom, Inc.
Baidu, Inc
IBM Corporation
Microsoft Corporation
Oracle Corporation
Salesforce, Inc
NVIDIA Corporation
Google LLC（Alphabet Inc）
Intel Corporation
Twitter, Inc

図表

LIST OF TABLES

TABLE 1 Global Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 2 Global Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 3 Partnerships, Collaborations and Agreements- Artificial Intelligence (AI) In Marketing Market
TABLE 4 Product Launches And Product Expansions- Artificial Intelligence (AI) In Marketing Market
TABLE 5 Acquisition and Mergers- Artificial Intelligence (AI) In Marketing Market
TABLE 6 Global Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 7 Global Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 8 Global Machine Learning Market by Region, 2019 - 2022, USD Million
TABLE 9 Global Machine Learning Market by Region, 2023 - 2030, USD Million
TABLE 10 Global Natural Language Processing Market by Region, 2019 - 2022, USD Million
TABLE 11 Global Natural Language Processing Market by Region, 2023 - 2030, USD Million
TABLE 12 Global Computer Vision Market by Region, 2019 - 2022, USD Million
TABLE 13 Global Computer Vision Market by Region, 2023 - 2030, USD Million
TABLE 14 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 15 Global Others Market by Region, 2023 - 2030, USD Million
TABLE 16 Global Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 17 Global Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 18 Global Media & Entertainment Market by Region, 2019 - 2022, USD Million
TABLE 19 Global Media & Entertainment Market by Region, 2023 - 2030, USD Million
TABLE 20 Global Consumer Goods & Retail Market by Region, 2019 - 2022, USD Million
TABLE 21 Global Consumer Goods & Retail Market by Region, 2023 - 2030, USD Million
TABLE 22 Global BFSI Market by Region, 2019 - 2022, USD Million
TABLE 23 Global BFSI Market by Region, 2023 - 2030, USD Million
TABLE 24 Global IT & Telecommunications Market by Region, 2019 - 2022, USD Million
TABLE 25 Global IT & Telecommunications Market by Region, 2023 - 2030, USD Million
TABLE 26 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 27 Global Others Market by Region, 2023 - 2030, USD Million
TABLE 28 Global Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 29 Global Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 30 Global Software Market by Region, 2019 - 2022, USD Million
TABLE 31 Global Software Market by Region, 2023 - 2030, USD Million
TABLE 32 Global Services Market by Region, 2019 - 2022, USD Million
TABLE 33 Global Services Market by Region, 2023 - 2030, USD Million
TABLE 34 Global Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 35 Global Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 36 Global Content Curation Market by Region, 2019 - 2022, USD Million
TABLE 37 Global Content Curation Market by Region, 2023 - 2030, USD Million
TABLE 38 Global Social Media Advertising Market by Region, 2019 - 2022, USD Million
TABLE 39 Global Social Media Advertising Market by Region, 2023 - 2030, USD Million
TABLE 40 Global Virtual Assistant Market by Region, 2019 - 2022, USD Million
TABLE 41 Global Virtual Assistant Market by Region, 2023 - 2030, USD Million
TABLE 42 Global Search Engine Marketing Market by Region, 2019 - 2022, USD Million
TABLE 43 Global Search Engine Marketing Market by Region, 2023 - 2030, USD Million
TABLE 44 Global Sales & Marketing Automation Market by Region, 2019 - 2022, USD Million
TABLE 45 Global Sales & Marketing Automation Market by Region, 2023 - 2030, USD Million
TABLE 46 Global Analytics Platform Market by Region, 2019 - 2022, USD Million
TABLE 47 Global Analytics Platform Market by Region, 2023 - 2030, USD Million
TABLE 48 Global Others Market by Region, 2019 - 2022, USD Million
TABLE 49 Global Others Market by Region, 2023 - 2030, USD Million
TABLE 50 Global Artificial Intelligence (AI) In Marketing Market by Region, 2019 - 2022, USD Million
TABLE 51 Global Artificial Intelligence (AI) In Marketing Market by Region, 2023 - 2030, USD Million
TABLE 52 North America Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 53 North America Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 54 North America Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 55 North America Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 56 North America Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 57 North America Machine Learning Market by Country, 2023 - 2030, USD Million
TABLE 58 North America Natural Language Processing Market by Country, 2019 - 2022, USD Million
TABLE 59 North America Natural Language Processing Market by Country, 2023 - 2030, USD Million
TABLE 60 North America Computer Vision Market by Country, 2019 - 2022, USD Million
TABLE 61 North America Computer Vision Market by Country, 2023 - 2030, USD Million
TABLE 62 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 63 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 64 North America Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 65 North America Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 66 North America Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 67 North America Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 68 North America Consumer Goods & Retail Market by Country, 2019 - 2022, USD Million
TABLE 69 North America Consumer Goods & Retail Market by Country, 2023 - 2030, USD Million
TABLE 70 North America BFSI Market by Country, 2019 - 2022, USD Million
TABLE 71 North America BFSI Market by Country, 2023 - 2030, USD Million
TABLE 72 North America IT & Telecommunications Market by Country, 2019 - 2022, USD Million
TABLE 73 North America IT & Telecommunications Market by Country, 2023 - 2030, USD Million
TABLE 74 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 75 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 76 North America Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 77 North America Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 78 North America Software Market by Country, 2019 - 2022, USD Million
TABLE 79 North America Software Market by Country, 2023 - 2030, USD Million
TABLE 80 North America Services Market by Country, 2019 - 2022, USD Million
TABLE 81 North America Services Market by Country, 2023 - 2030, USD Million
TABLE 82 North America Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 83 North America Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 84 North America Content Curation Market by Country, 2019 - 2022, USD Million
TABLE 85 North America Content Curation Market by Country, 2023 - 2030, USD Million
TABLE 86 North America Social Media Advertising Market by Country, 2019 - 2022, USD Million
TABLE 87 North America Social Media Advertising Market by Country, 2023 - 2030, USD Million
TABLE 88 North America Virtual Assistant Market by Country, 2019 - 2022, USD Million
TABLE 89 North America Virtual Assistant Market by Country, 2023 - 2030, USD Million
TABLE 90 North America Search Engine Marketing Market by Country, 2019 - 2022, USD Million
TABLE 91 North America Search Engine Marketing Market by Country, 2023 - 2030, USD Million
TABLE 92 North America Sales & Marketing Automation Market by Country, 2019 - 2022, USD Million
TABLE 93 North America Sales & Marketing Automation Market by Country, 2023 - 2030, USD Million
TABLE 94 North America Analytics Platform Market by Country, 2019 - 2022, USD Million
TABLE 95 North America Analytics Platform Market by Country, 2023 - 2030, USD Million
TABLE 96 North America Others Market by Country, 2019 - 2022, USD Million
TABLE 97 North America Others Market by Country, 2023 - 2030, USD Million
TABLE 98 North America Artificial Intelligence (AI) In Marketing Market by Country, 2019 - 2022, USD Million
TABLE 99 North America Artificial Intelligence (AI) In Marketing Market by Country, 2023 - 2030, USD Million
TABLE 100 US Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 101 US Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 102 US Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 103 US Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 104 US Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 105 US Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 106 US Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 107 US Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 108 US Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 109 US Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 110 Canada Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 111 Canada Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 112 Canada Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 113 Canada Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 114 Canada Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 115 Canada Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 116 Canada Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 117 Canada Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 118 Canada Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 119 Canada Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 120 Mexico Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 121 Mexico Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 122 Mexico Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 123 Mexico Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 124 Mexico Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 125 Mexico Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 126 Mexico Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 127 Mexico Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 128 Mexico Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 129 Mexico Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 130 Rest of North America Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 131 Rest of North America Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 132 Rest of North America Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 133 Rest of North America Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 134 Rest of North America Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 135 Rest of North America Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 136 Rest of North America Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 137 Rest of North America Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 138 Rest of North America Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 139 Rest of North America Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 140 Europe Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 141 Europe Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 142 Europe Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 143 Europe Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 144 Europe Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 145 Europe Machine Learning Market by Country, 2023 - 2030, USD Million
TABLE 146 Europe Natural Language Processing Market by Country, 2019 - 2022, USD Million
TABLE 147 Europe Natural Language Processing Market by Country, 2023 - 2030, USD Million
TABLE 148 Europe Computer Vision Market by Country, 2019 - 2022, USD Million
TABLE 149 Europe Computer Vision Market by Country, 2023 - 2030, USD Million
TABLE 150 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 151 Europe Others Market by Country, 2023 - 2030, USD Million
TABLE 152 Europe Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 153 Europe Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 154 Europe Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 155 Europe Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 156 Europe Consumer Goods & Retail Market by Country, 2019 - 2022, USD Million
TABLE 157 Europe Consumer Goods & Retail Market by Country, 2023 - 2030, USD Million
TABLE 158 Europe BFSI Market by Country, 2019 - 2022, USD Million
TABLE 159 Europe BFSI Market by Country, 2023 - 2030, USD Million
TABLE 160 Europe IT & Telecommunications Market by Country, 2019 - 2022, USD Million
TABLE 161 Europe IT & Telecommunications Market by Country, 2023 - 2030, USD Million
TABLE 162 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 163 Europe Others Market by Country, 2023 - 2030, USD Million
TABLE 164 Europe Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 165 Europe Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 166 Europe Software Market by Country, 2019 - 2022, USD Million
TABLE 167 Europe Software Market by Country, 2023 - 2030, USD Million
TABLE 168 Europe Services Market by Country, 2019 - 2022, USD Million
TABLE 169 Europe Services Market by Country, 2023 - 2030, USD Million
TABLE 170 Europe Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 171 Europe Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 172 Europe Content Curation Market by Country, 2019 - 2022, USD Million
TABLE 173 Europe Content Curation Market by Country, 2023 - 2030, USD Million
TABLE 174 Europe Social Media Advertising Market by Country, 2019 - 2022, USD Million
TABLE 175 Europe Social Media Advertising Market by Country, 2023 - 2030, USD Million
TABLE 176 Europe Virtual Assistant Market by Country, 2019 - 2022, USD Million
TABLE 177 Europe Virtual Assistant Market by Country, 2023 - 2030, USD Million
TABLE 178 Europe Search Engine Marketing Market by Country, 2019 - 2022, USD Million
TABLE 179 Europe Search Engine Marketing Market by Country, 2023 - 2030, USD Million
TABLE 180 Europe Sales & Marketing Automation Market by Country, 2019 - 2022, USD Million
TABLE 181 Europe Sales & Marketing Automation Market by Country, 2023 - 2030, USD Million
TABLE 182 Europe Analytics Platform Market by Country, 2019 - 2022, USD Million
TABLE 183 Europe Analytics Platform Market by Country, 2023 - 2030, USD Million
TABLE 184 Europe Others Market by Country, 2019 - 2022, USD Million
TABLE 185 Europe Others Market by Country, 2023 - 2030, USD Million
TABLE 186 Europe Artificial Intelligence (AI) In Marketing Market by Country, 2019 - 2022, USD Million
TABLE 187 Europe Artificial Intelligence (AI) In Marketing Market by Country, 2023 - 2030, USD Million
TABLE 188 Germany Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 189 Germany Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 190 Germany Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 191 Germany Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 192 Germany Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 193 Germany Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 194 Germany Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 195 Germany Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 196 Germany Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 197 Germany Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 198 UK Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 199 UK Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 200 UK Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 201 UK Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 202 UK Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 203 UK Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 204 UK Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 205 UK Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 206 UK Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 207 UK Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 208 France Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 209 France Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 210 France Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 211 France Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 212 France Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 213 France Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 214 France Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 215 France Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 216 France Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 217 France Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 218 Russia Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 219 Russia Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 220 Russia Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 221 Russia Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 222 Russia Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 223 Russia Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 224 Russia Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 225 Russia Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 226 Russia Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 227 Russia Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 228 Spain Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 229 Spain Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 230 Spain Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 231 Spain Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 232 Spain Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 233 Spain Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 234 Spain Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 235 Spain Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 236 Spain Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 237 Spain Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 238 Italy Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 239 Italy Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 240 Italy Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 241 Italy Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 242 Italy Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 243 Italy Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 244 Italy Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 245 Italy Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 246 Italy Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 247 Italy Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 248 Rest of Europe Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 249 Rest of Europe Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 250 Rest of Europe Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 251 Rest of Europe Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 252 Rest of Europe Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 253 Rest of Europe Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 254 Rest of Europe Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 255 Rest of Europe Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 256 Rest of Europe Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 257 Rest of Europe Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 258 Asia Pacific Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 259 Asia Pacific Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 260 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 261 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 262 Asia Pacific Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 263 Asia Pacific Machine Learning Market by Country, 2023 - 2030, USD Million
TABLE 264 Asia Pacific Natural Language Processing Market by Country, 2019 - 2022, USD Million
TABLE 265 Asia Pacific Natural Language Processing Market by Country, 2023 - 2030, USD Million
TABLE 266 Asia Pacific Computer Vision Market by Country, 2019 - 2022, USD Million
TABLE 267 Asia Pacific Computer Vision Market by Country, 2023 - 2030, USD Million
TABLE 268 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 269 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
TABLE 270 Asia Pacific Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 271 Asia Pacific Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 272 Asia Pacific Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 273 Asia Pacific Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 274 Asia Pacific Consumer Goods & Retail Market by Country, 2019 - 2022, USD Million
TABLE 275 Asia Pacific Consumer Goods & Retail Market by Country, 2023 - 2030, USD Million
TABLE 276 Asia Pacific BFSI Market by Country, 2019 - 2022, USD Million
TABLE 277 Asia Pacific BFSI Market by Country, 2023 - 2030, USD Million
TABLE 278 Asia Pacific IT & Telecommunications Market by Country, 2019 - 2022, USD Million
TABLE 279 Asia Pacific IT & Telecommunications Market by Country, 2023 - 2030, USD Million
TABLE 280 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 281 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
TABLE 282 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 283 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 284 Asia Pacific Software Market by Country, 2019 - 2022, USD Million
TABLE 285 Asia Pacific Software Market by Country, 2023 - 2030, USD Million
TABLE 286 Asia Pacific Services Market by Country, 2019 - 2022, USD Million
TABLE 287 Asia Pacific Services Market by Country, 2023 - 2030, USD Million
TABLE 288 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 289 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 290 Asia Pacific Content Curation Market by Country, 2019 - 2022, USD Million
TABLE 291 Asia Pacific Content Curation Market by Country, 2023 - 2030, USD Million
TABLE 292 Asia Pacific Social Media Advertising Market by Country, 2019 - 2022, USD Million
TABLE 293 Asia Pacific Social Media Advertising Market by Country, 2023 - 2030, USD Million
TABLE 294 Asia Pacific Virtual Assistant Market by Country, 2019 - 2022, USD Million
TABLE 295 Asia Pacific Virtual Assistant Market by Country, 2023 - 2030, USD Million
TABLE 296 Asia Pacific Search Engine Marketing Market by Country, 2019 - 2022, USD Million
TABLE 297 Asia Pacific Search Engine Marketing Market by Country, 2023 - 2030, USD Million
TABLE 298 Asia Pacific Sales & Marketing Automation Market by Country, 2019 - 2022, USD Million
TABLE 299 Asia Pacific Sales & Marketing Automation Market by Country, 2023 - 2030, USD Million
TABLE 300 Asia Pacific Analytics Platform Market by Country, 2019 - 2022, USD Million
TABLE 301 Asia Pacific Analytics Platform Market by Country, 2023 - 2030, USD Million
TABLE 302 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
TABLE 303 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
TABLE 304 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Country, 2019 - 2022, USD Million
TABLE 305 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Country, 2023 - 2030, USD Million

TABLE 306 China Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 307 China Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 308 China Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 309 China Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 310 China Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 311 China Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 312 China Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 313 China Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 314 China Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 315 China Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 316 Japan Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 317 Japan Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 318 Japan Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 319 Japan Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 320 Japan Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 321 Japan Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 322 Japan Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 323 Japan Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 324 Japan Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 325 Japan Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 326 India Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 327 India Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 328 India Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 329 India Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 330 India Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 331 India Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 332 India Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 333 India Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 334 India Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 335 India Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 336 South Korea Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 337 South Korea Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 338 South Korea Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 339 South Korea Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 340 South Korea Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 341 South Korea Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 342 South Korea Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 343 South Korea Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 344 South Korea Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 345 South Korea Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 346 Singapore Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 347 Singapore Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 348 Singapore Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 349 Singapore Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 350 Singapore Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 351 Singapore Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 352 Singapore Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 353 Singapore Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 354 Singapore Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 355 Singapore Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 356 Malaysia Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 357 Malaysia Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 358 Malaysia Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 359 Malaysia Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 360 Malaysia Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 361 Malaysia Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 362 Malaysia Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 363 Malaysia Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 364 Malaysia Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 365 Malaysia Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 366 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 367 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 368 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 369 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 370 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 371 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 372 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 373 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 374 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 375 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 376 LAMEA Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 377 LAMEA Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 378 LAMEA Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 379 LAMEA Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 380 LAMEA Machine Learning Market by Country, 2019 - 2022, USD Million
TABLE 381 LAMEA Machine Learning Market by Country, 2023 - 2030, USD Million
TABLE 382 LAMEA Natural Language Processing Market by Country, 2019 - 2022, USD Million
TABLE 383 LAMEA Natural Language Processing Market by Country, 2023 - 2030, USD Million
TABLE 384 LAMEA Computer Vision Market by Country, 2019 - 2022, USD Million
TABLE 385 LAMEA Computer Vision Market by Country, 2023 - 2030, USD Million
TABLE 386 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 387 LAMEA Others Market by Country, 2023 - 2030, USD Million
TABLE 388 LAMEA Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 389 LAMEA Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 390 LAMEA Media & Entertainment Market by Country, 2019 - 2022, USD Million
TABLE 391 LAMEA Media & Entertainment Market by Country, 2023 - 2030, USD Million
TABLE 392 LAMEA Consumer Goods & Retail Market by Country, 2019 - 2022, USD Million
TABLE 393 LAMEA Consumer Goods & Retail Market by Country, 2023 - 2030, USD Million
TABLE 394 LAMEA BFSI Market by Country, 2019 - 2022, USD Million
TABLE 395 LAMEA BFSI Market by Country, 2023 - 2030, USD Million
TABLE 396 LAMEA IT & Telecommunications Market by Country, 2019 - 2022, USD Million
TABLE 397 LAMEA IT & Telecommunications Market by Country, 2023 - 2030, USD Million
TABLE 398 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 399 LAMEA Others Market by Country, 2023 - 2030, USD Million
TABLE 400 LAMEA Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 401 LAMEA Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 402 LAMEA Software Market by Country, 2019 - 2022, USD Million
TABLE 403 LAMEA Software Market by Country, 2023 - 2030, USD Million
TABLE 404 LAMEA Services Market by Country, 2019 - 2022, USD Million
TABLE 405 LAMEA Services Market by Country, 2023 - 2030, USD Million
TABLE 406 LAMEA Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 407 LAMEA Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 408 LAMEA Content Curation Market by Country, 2019 - 2022, USD Million
TABLE 409 LAMEA Content Curation Market by Country, 2023 - 2030, USD Million
TABLE 410 LAMEA Social Media Advertising Market by Country, 2019 - 2022, USD Million
TABLE 411 LAMEA Social Media Advertising Market by Country, 2023 - 2030, USD Million
TABLE 412 LAMEA Virtual Assistant Market by Country, 2019 - 2022, USD Million
TABLE 413 LAMEA Virtual Assistant Market by Country, 2023 - 2030, USD Million
TABLE 414 LAMEA Search Engine Marketing Market by Country, 2019 - 2022, USD Million
TABLE 415 LAMEA Search Engine Marketing Market by Country, 2023 - 2030, USD Million
TABLE 416 LAMEA Sales & Marketing Automation Market by Country, 2019 - 2022, USD Million
TABLE 417 LAMEA Sales & Marketing Automation Market by Country, 2023 - 2030, USD Million
TABLE 418 LAMEA Analytics Platform Market by Country, 2019 - 2022, USD Million
TABLE 419 LAMEA Analytics Platform Market by Country, 2023 - 2030, USD Million
TABLE 420 LAMEA Others Market by Country, 2019 - 2022, USD Million
TABLE 421 LAMEA Others Market by Country, 2023 - 2030, USD Million
TABLE 422 LAMEA Artificial Intelligence (AI) In Marketing Market by Country, 2019 - 2022, USD Million
TABLE 423 LAMEA Artificial Intelligence (AI) In Marketing Market by Country, 2023 - 2030, USD Million
TABLE 424 Brazil Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 425 Brazil Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 426 Brazil Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 427 Brazil Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 428 Brazil Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 429 Brazil Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 430 Brazil Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 431 Brazil Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 432 Brazil Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 433 Brazil Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 434 Argentina Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 435 Argentina Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 436 Argentina Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 437 Argentina Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 438 Argentina Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 439 Argentina Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 440 Argentina Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 441 Argentina Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 442 Argentina Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 443 Argentina Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 444 UAE Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 445 UAE Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 446 UAE Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 447 UAE Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 448 UAE Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 449 UAE Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 450 UAE Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 451 UAE Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 452 UAE Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 453 UAE Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 454 Saudi Arabia Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 455 Saudi Arabia Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 456 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 457 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 458 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 459 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 460 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 461 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 462 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 463 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 464 South Africa Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 465 South Africa Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 466 South Africa Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 467 South Africa Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 468 South Africa Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 469 South Africa Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 470 South Africa Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 471 South Africa Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 472 South Africa Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 473 South Africa Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 474 Nigeria Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 475 Nigeria Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 476 Nigeria Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 477 Nigeria Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 478 Nigeria Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 479 Nigeria Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 480 Nigeria Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 481 Nigeria Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 482 Nigeria Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 483 Nigeria Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 484 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market, 2019 - 2022, USD Million
TABLE 485 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market, 2023 - 2030, USD Million
TABLE 486 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2022, USD Million
TABLE 487 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by Technology, 2023 - 2030, USD Million
TABLE 488 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2022, USD Million
TABLE 489 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by End User, 2023 - 2030, USD Million
TABLE 490 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2022, USD Million
TABLE 491 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by Component, 2023 - 2030, USD Million
TABLE 492 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2022, USD Million
TABLE 493 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by Application, 2023 - 2030, USD Million
TABLE 494 Key Information - Amazon.com, Inc.
TABLE 495 Key Information - Baidu, Inc.
TABLE 496 Key information - IBM Corporation
TABLE 497 key information - Microsoft Corporation
TABLE 498 Key Information - Oracle Corporation
TABLE 499 Key Information - Salesforce, Inc.
TABLE 500 Key Information - NVIDIA Corporation
TABLE 501 Key Information - Google LLC
TABLE 502 Key Information - Intel Corporation
TABLE 503 Key Information - Twitter, Inc.

List of Figures

FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Market Share Analysis, 2021
FIG 4 Key Leading Strategies: Percentage Distribution (2019-2023)
FIG 5 Key Strategic Move: (Partnerships, Collaborations & Agreements : 2019, Apr - 2023, Jun) Leading Players
FIG 6 Global Artificial Intelligence (AI) In Marketing Market share by Technology, 2022
FIG 7 Global Artificial Intelligence (AI) In Marketing Market share by Technology, 2030
FIG 8 Global Artificial Intelligence (AI) In Marketing Market by Technology, 2019 - 2030, USD Million
FIG 9 Global Artificial Intelligence (AI) In Marketing Market share by End User, 2022
FIG 10 Global Artificial Intelligence (AI) In Marketing Market share by End User, 2030
FIG 11 Global Artificial Intelligence (AI) In Marketing Market by End User, 2019 - 2030, USD Million
FIG 12 Global Artificial Intelligence (AI) In Marketing Market share by Component, 2022
FIG 13 Global Artificial Intelligence (AI) In Marketing Market share by Component, 2030
FIG 14 Global Artificial Intelligence (AI) In Marketing Market by Component, 2019 - 2030, USD Million
FIG 15 Global Artificial Intelligence (AI) In Marketing Market share by Application, 2022
FIG 16 Global Artificial Intelligence (AI) In Marketing Market share by Application, 2030
FIG 17 Global Artificial Intelligence (AI) In Marketing Market by Application, 2019 - 2030, USD Million
FIG 18 Global Artificial Intelligence (AI) In Marketing Market share by Region, 2022
FIG 19 Global Artificial Intelligence (AI) In Marketing Market share by Region, 2030
FIG 20 Global Artificial Intelligence (AI) In Marketing Market by Region, 2019 - 2030, USD Million
FIG 21 SWOT analysis: Amazon.com, Inc.
FIG 22 Swot analysis: Baidu, inc.
FIG 23 Recent strategies and developments: IBM Corporation
FIG 24 Swot analysis: IBM Corporation
FIG 25 Recent strategies and developments: Microsoft Corporation
FIG 26 SWOT Analysis: Microsoft Corporation
FIG 27 Recent strategies and developments: Oracle Corporation
FIG 28 SWOT analysis: Oracle Corporation
FIG 29 Recent strategies and developments: Salesforce, Inc.
FIG 30 SWOT Analysis: Salesforce.com, Inc.
FIG 31 SWOT Analysis: NVIDIA Corporation
FIG 32 Recent strategies and developments: Google LLC
FIG 33 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 34 Recent strategies and developments: Intel Corporation
FIG 35 SWOT analysis: Intel corporation
FIG 36 SWOT Analysis: Twitter, Inc.

The Global Artificial Intelligence (AI) In Marketing Market size is expected to reach $78.8 billion by 2030, rising at a market growth of 26.9% CAGR during the forecast period.

Sales & Marketing Automation sector is growing as AI can assist businesses in automating their digital marketing while maintaining their ability to target specific audiences. Hence, Sales & Marketing Automation segment registered $1,856.2 million revenue in the market in 2022. The use of automation and personalization achieved via the application of artificial intelligence are perfect combinations that lead to a high level of personalization in marketing. Businesses can also gain a competitive advantage in pursuing customers, essential for any business operating in a sector experiencing rapid expansion. Automation of pay-per-click (PPC) ads, search engine marketing (SEM), search engine optimization (SEO), social media marketing (SMM), conversion rates, and keyword research are now possible for businesses that utilize AI systems. Automation of marketing procedures that AI enables has the potential to save time. This frees up time and mental space for marketers to concentrate on other areas of their jobs, such as developing new ideas and strategies.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In June, 2023, Salesforce partnered with Google Cloud to develop solutions for their business customers regarding customer experiences. Together, the companies would be able to serve their joint customers in a better way by providing them with a comprehensive suite of solutions for personalized customer experience. Additionally, In May, 2023, Intel Corporation entered into a partnership with Boston Consulting Group to provide their clients with generative AI solutions. The partnership aids Intel in providing its customers with services to build generative AI applications.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Market. In January,2023, Microsoft Corporation extended its partnership with OpenAI, an AI research laboratory based in the United States, regarding AI supercomputing. The partnership provides the joint customers of the two companies with advanced AI infrastructures. Companies such as Intel Corporation, Oracle Corporation, NVIDIA Corporation are some of the key innovators in the Market.

Market Growth Factors

The increasing need for customer-driven marketing and advertisement

Customers are an organization's most valuable asset, regardless of the type of company. To flourish in the competitive marketplace for AI in marketing, businesses should primarily emphasize developing long-term relationships with their customers. Companies have become more customer-centric as they have transitioned away from product-driven marketing methods and toward customer-centric marketing techniques. The organization could understand its clients better and forecast their behavior based on the products they had previously purchased after implementing the adjustments. Thus, the increasing adoption of customer-centric marketing tactics and the benefits these methods give firms would increase market growth over the forecasted period.

The automation of marketing

AI can assist businesses in automating their digital marketing while maintaining their ability to target specific audiences. The use of automation and personalization achieved via the application of artificial intelligence are perfect combinations that lead to a high level of personalization in marketing. Businesses can also gain a competitive advantage in pursuing customers, essential for any business operating in a sector experiencing rapid expansion. Automation of pay-per-click (PPC) ads, search engine marketing (SEM), search engine optimization (SEO), social media marketing (SMM), conversion rates, and keyword research are now possible for businesses that utilize AI systems. As a result, the expanding trend of using AI automation for marketing is anticipated to cause a spike in the expansion of the market.

Market Restraining Factors

Difficulties faced during the usage of AI-based marketing

Even the most straightforward applications of AI can be challenging to implement. Although it has a lower level of technological sophistication, stand-alone task automation AI can still be difficult to set for particular workflows, and it requires businesses to acquire appropriate AI skills. When incorporating any artificial intelligence into a workflow, it is necessary to integrate human and machine jobs so that AI improves people's abilities rather than being used in a way that causes problems. For instance, many companies automate their customer care processes using rule-based chatbots. The market expansion is likely to be hampered by the drawbacks associated with using AI in marketing.

Component Outlook

Based on component, the market is segmented into software and services. The software segment dominated the market with maximum revenue share in 2022. This is due to careful advancements in data storage capacity, powerful computing, and the ability to supply high-end services through parallel processing. Furthermore, the segment is well-positioned to take the largest share of the market owing to its capacity to extract data, offer real-time insight, and support decision-making. Libraries for developing and deploying AI applications, such as those for primitives, inference, linear algebra, video analytics, sparse matrices, and numerous hardware connection capabilities, are included in artificial intelligence software packages.

Technology Outlook

On the basis of technology, the market is divided into machine learning, natural language processing (NLP) and computer vision and others. The machine learning segment held the highest revenue share in the market in 2022. The segment's growth is due to the significant investments in AI that have been made in machine learning and deep learning. They encompass AI platforms and cognitive applications, making it easier to create advisory, intelligent, and cognitively enabled solutions. These cognitive applications include tagging, clustering, categorization, hypothesis-generating, alerting, filtering, navigation, and visualization.

End-Use Outlook

By end-use, the market is classified into, BFSI, consumer goods & retail, media & entertainment, IT & telecommunication, and others. The consumer goods & retail segment procured a remarkable revenue share in the market in 2022. This is due to the increased emphasis on delivering a better shopping experience; it is projected that the retail sector will experience a significant increase. An increase in the volume of digital text, sound, and image data from various social media sources is driving the demand for data mining and analytics. Additionally, AI in retail uses behavioral analytics and consumer intelligence to improve a variety of customer care touchpoints and gain insightful knowledge about various market demographics, driving the segment's growth.

Application Outlook

Under application, the market is bifurcated into content curation, social media advertising, virtual assistant, search engine marketing, sales & marketing automation, analytics platform, and others. The social media advertising segment recorded a remarkable revenue share in the market in 2022. Social media marketing uses AI to produce written & video content, schedule posts, analyze data, and more. As in the past, AI will play a bigger part in social media marketing in the future. Social media marketers will embrace the power of AI content generation, scheduling, predictive modeling, and other goodies.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America region registered the highest revenue share in the ar market in 2022. This is due to the encouraging government policies that promote the adoption of artificial intelligence (AI) across numerous businesses. The region's several well-known IT firms are utilizing the promising possibilities presented by AI in marketing. In addition, both small and large companies are using AI at a respectable rate in the region, especially compared to other parts of the world. The high usage of AI by various industries in the region is aiding the expansion of the regional market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Amazon.com, Inc., Baidu, Inc., IBM Corporation, Microsoft Corporation, Oracle Corporation, Salesforce, Inc., NVIDIA Corporation, Google LLC (Alphabet Inc.), Intel Corporation and Twitter, Inc.

Recent Strategies deployed in Artificial Intelligence (AI) In Marketing Market

Mergers & Acquisition:

Oct-2022: Google completed the acquisition of Alter, an artificial intelligence (AI) avatar startup engaged in helping brands and creators express themselves. Through this acquisition, Google would improve both the quality and quantity of the content provided to consumers.

Sep-2022: IBM Corporation announced the acquisition of Dialexa, an engineering consulting firm based in the United States. Through this acquisition, IBM aims to integrate Dialexa's product engineering specialty with its hybrid cloud portfolio so that IBM's clients can use the portfolio to drive their business growth.

Jul-2022: Salesforce announced the acquisition of Troops.ai, a revenue communications solution provider. The acquisition allows Salesforce to provide its customers with the necessary tools for better engagement.

Mar-2022: Microsoft Corporation completed the acquisition of Nuance, a conversational AI solutions provider. The acquisition brings Nuance's AI-powered conversational capabilities to Microsoft's industrial cloud offering and would allow Microsoft to provide a better offering to its customers.

Partnerships, Collaborations & Agreements:

Jun-2023: Salesforce partnered with Google Cloud, a cloud platform offered by Google, to develop solutions for their business customers regarding customer experiences. Together, the companies would be able to serve their joint customers in a better way by providing them with a comprehensive suite of solutions for personalized customer experience.

May-2023: Google LLC extended its partnership with Wipro Limited, an Indian IT company, to integrate Google's generative AI portfolio with Wipro's AI-powered industry solutions. The partnership allows Google to serve its customers in a better way by providing them with a comprehensive suite of generative AI portfolios.

May-2023: Google Cloud, a cloud platform offered by Google LLC, partnered with Cognizant, an American IT company, to provide AI-powered solutions for different businesses. The partnership would help the joint clients of the two companies to drive business value through the use of generative AI services offered by the two companies.

May-2023: Intel Corporation entered into a partnership with Boston Consulting Group, a management consulting firm based in the United States, to provide their clients with generative AI solutions. The partnership aids Intel in providing its customers with services to build generative AI applications.

May-2023: NVIDIA Corporation signed a partnership with WPP, a communication solutions provider based in the United Kingdom, to develop content engines featuring the NVIDIA Omniverse. The partnership provides NVIDIA's customers with generative AI tools that can be used to create better advertising content.

Apr-2023: Oracle Corporation collaborated with GitLab Inc., a software company based in the United States, to provide enhanced AI and ML capabilities with Oracle Cloud Infrastructure. The collaboration provides the joint customers of the two companies with providing them with a comprehensive suite of services that they can use to increase their operational efficiencies.

Mar-2023: NVIDIA Corporation partnered with Adobe, a US-based software company to provide workflow solutions using AI. The partnership combines the capabilities of Adobe Cloud tools with NVIDIA Picasso and therefore provides comprehensive generative AI capabilities to the clients of the two companies.

Jan-2023: Microsoft Corporation extended its partnership with OpenAI, an AI research laboratory based in the United States, regarding AI supercomputing. The partnership provides the joint customers of the two companies with advanced AI infrastructures.

Oct-2022: NVIDIA Corporation announced an extended partnership with Oracle, a computer software company based in the United States, to provide AI-powered business solutions. The partnership expands NVIDIA's reach within more companies by featuring NVIDIA's GPU solutions on Oracle Cloud Infrastructure.

Sep-2022: Amazon Web Services, Inc., a subsidiary of Amazon, came into partnership with Salesforce, an American software company, to integrate Amazon Sagemaker with Salesforce Platform. The combination of the two companies' portfolios will enable customers to use salesforce business applications with AWS AI, and Audio/Video services, thereby helping the two companies to strengthen their position in the market.

Product Launches and Product Expansions:

Jun-2023: Salesforce, Inc. unveiled Marketing GPT. Marketing GPT is used by marketers to facilitate a better customer experience with generative AI. Benefits of the Marketing GPT include better work management through the use of segment creation, reduction in content workload through the use of email content creation option, and better marketing ROI through the use of segment intelligence for the cloud.

May-2023: Google LLC announced a new customer acquisition goal feature for Google Ads. The new features are used for creating a pipeline of new customers using first-party data and smart bidding. The feature carries two modes namely, Value new customers and new customers only.

Apr-2023: Oracle Corporation updated its Oracle Fusion Applications Suite with the launch of new features. The new features include AI-powered lead time estimation, Rebate management capability, and an improved quote-to-cash process.

Mar-2023: Google LLC introduced Generative AI support in Vertex AI used by developers to solve ML issues by use of foundation models including PaLM. The service offers the following features, case selection, selection capability to choose from the foundation models offered by Google and others, and engagement customizability.

Mar-2023: Microsoft released Dynamics 365 Copilot. The Dynamics 365 Copilot is an AI-powered solution that facilitates professionals in content creation. The solution is used for three applications namely, Marketing, supply chain, and sales. The solution helps personnel better manage their time by saving time on repetitive tasks.

Feb-2023: Microsoft Corporation launched a new version of its Bing search engine powered by GPT 3.5. The updated version of Bing includes the 'chat' feature used for summarizing a webpage and the 'compose' feature used for assisting in text generation.

Nov-2022: Amazon Web Services, Inc., a subsidiary of Amazon, added new features for its AI services. The new features include Amazon Textract Analyze lending used for automating loan document processing, Call analytics for Amazon Transcribe used for analyzing in-progressing and incoming calls and a new search feature for Amazon Kendra which facilitates customers to find answers to their queries in a faster way in an HTML document.

Sep-2021: Oracle Corporation launched Oracle Fusion Marketing. Oracle Fusion Marketing is a marketing solution that is used to automate the process of lead generation and qualification based on customer responses in different campaigns. The Oracle Fusion Marketing is AI-powered and guides the marketer through the entire campaign journey.

Scope of the Study

Market Segments covered in the Report:

By Technology

Machine Learning
Natural Language Processing
Computer Vision
Others

By End User

Media & Entertainment
Consumer Goods & Retail
BFSI
IT & Telecommunications
Others

By Component

Software
Services

By Application

Content Curation
Social Media Advertising
Virtual Assistant
Search Engine Marketing
Sales & Marketing Automation
Analytics Platform
Others

By Geography

North America
- US
- Canada
- Mexico
- Rest of North America
Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
Asia Pacific
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA

Companies Profiled

Amazon.com, Inc.
Baidu, Inc.
IBM Corporation
Microsoft Corporation
Oracle Corporation
Salesforce, Inc.
NVIDIA Corporation
Google LLC (Alphabet Inc.)
Intel Corporation
Twitter, Inc.

Unique Offerings from KBV Research

Exhaustive coverage
Highest number of market tables and figures
Subscription based model available
Guaranteed best price
Assured post sales research support with 10% customization free

Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Global Artificial Intelligence (AI) In Marketing Market, by Technology
- 1.4.2 Global Artificial Intelligence (AI) In Marketing Market, by End User
- 1.4.3 Global Artificial Intelligence (AI) In Marketing Market, by Component
- 1.4.4 Global Artificial Intelligence (AI) In Marketing Market, by Application
- 1.4.5 Global Artificial Intelligence (AI) In Marketing Market, by Geography
1.5 Methodology for the research

Chapter 2. Market Overview

2.1 Introduction
- 2.1.1 Overview
  - 2.1.1.1 Market composition & scenario
2.2 Key Factors Impacting the Market
- 2.2.1 Market Drivers
- 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
- 3.2.1 Partnerships, Collaborations and Agreements
- 3.2.2 Product Launches and Product Expansions
- 3.2.3 Acquisition and Mergers
3.3 Market Share Analysis, 2021
3.4 Top Winning Strategies
- 3.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
- 3.4.2 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2019, Apr - 2023, Jun) Leading Players

Chapter 4. Global Artificial Intelligence (AI) In Marketing Market by Technology

4.1 Global Machine Learning Market by Region
4.2 Global Natural Language Processing Market by Region
4.3 Global Computer Vision Market by Region
4.4 Global Others Market by Region

Chapter 5. Global Artificial Intelligence (AI) In Marketing Market by End User

5.1 Global Media & Entertainment Market by Region
5.2 Global Consumer Goods & Retail Market by Region
5.3 Global BFSI Market by Region
5.4 Global IT & Telecommunications Market by Region
5.5 Global Others Market by Region

Chapter 6. Global Artificial Intelligence (AI) In Marketing Market by Component

6.1 Global Software Market by Region
6.2 Global Services Market by Region

Chapter 7. Global Artificial Intelligence (AI) In Marketing Market by Application

7.1 Global Content Curation Market by Region
7.2 Global Social Media Advertising Market by Region
7.3 Global Virtual Assistant Market by Region
7.4 Global Search Engine Marketing Market by Region
7.5 Global Sales & Marketing Automation Market by Region
7.6 Global Analytics Platform Market by Region
7.7 Global Others Market by Region

Chapter 8. Global Artificial Intelligence (AI) In Marketing Market by Region

8.1 North America Artificial Intelligence (AI) In Marketing Market
- 8.1.1 North America Artificial Intelligence (AI) In Marketing Market by Technology
  - 8.1.1.1 North America Machine Learning Market by Country
  - 8.1.1.2 North America Natural Language Processing Market by Country
  - 8.1.1.3 North America Computer Vision Market by Country
  - 8.1.1.4 North America Others Market by Country
- 8.1.2 North America Artificial Intelligence (AI) In Marketing Market by End User
  - 8.1.2.1 North America Media & Entertainment Market by Country
  - 8.1.2.2 North America Consumer Goods & Retail Market by Country
  - 8.1.2.3 North America BFSI Market by Country
  - 8.1.2.4 North America IT & Telecommunications Market by Country
  - 8.1.2.5 North America Others Market by Country
- 8.1.3 North America Artificial Intelligence (AI) In Marketing Market by Component
  - 8.1.3.1 North America Software Market by Country
  - 8.1.3.2 North America Services Market by Country
- 8.1.4 North America Artificial Intelligence (AI) In Marketing Market by Application
  - 8.1.4.1 North America Content Curation Market by Country
  - 8.1.4.2 North America Social Media Advertising Market by Country
  - 8.1.4.3 North America Virtual Assistant Market by Country
  - 8.1.4.4 North America Search Engine Marketing Market by Country
  - 8.1.4.5 North America Sales & Marketing Automation Market by Country
  - 8.1.4.6 North America Analytics Platform Market by Country
  - 8.1.4.7 North America Others Market by Country
- 8.1.5 North America Artificial Intelligence (AI) In Marketing Market by Country
  - 8.1.5.1 US Artificial Intelligence (AI) In Marketing Market
    - 8.1.5.1.1 US Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.1.5.1.2 US Artificial Intelligence (AI) In Marketing Market by End User
    - 8.1.5.1.3 US Artificial Intelligence (AI) In Marketing Market by Component
    - 8.1.5.1.4 US Artificial Intelligence (AI) In Marketing Market by Application
  - 8.1.5.2 Canada Artificial Intelligence (AI) In Marketing Market
    - 8.1.5.2.1 Canada Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.1.5.2.2 Canada Artificial Intelligence (AI) In Marketing Market by End User
    - 8.1.5.2.3 Canada Artificial Intelligence (AI) In Marketing Market by Component
    - 8.1.5.2.4 Canada Artificial Intelligence (AI) In Marketing Market by Application
  - 8.1.5.3 Mexico Artificial Intelligence (AI) In Marketing Market
    - 8.1.5.3.1 Mexico Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.1.5.3.2 Mexico Artificial Intelligence (AI) In Marketing Market by End User
    - 8.1.5.3.3 Mexico Artificial Intelligence (AI) In Marketing Market by Component
    - 8.1.5.3.4 Mexico Artificial Intelligence (AI) In Marketing Market by Application
  - 8.1.5.4 Rest of North America Artificial Intelligence (AI) In Marketing Market
    - 8.1.5.4.1 Rest of North America Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.1.5.4.2 Rest of North America Artificial Intelligence (AI) In Marketing Market by End User
    - 8.1.5.4.3 Rest of North America Artificial Intelligence (AI) In Marketing Market by Component
    - 8.1.5.4.4 Rest of North America Artificial Intelligence (AI) In Marketing Market by Application
8.2 Europe Artificial Intelligence (AI) In Marketing Market
- 8.2.1 Europe Artificial Intelligence (AI) In Marketing Market by Technology
  - 8.2.1.1 Europe Machine Learning Market by Country
  - 8.2.1.2 Europe Natural Language Processing Market by Country
  - 8.2.1.3 Europe Computer Vision Market by Country
  - 8.2.1.4 Europe Others Market by Country
- 8.2.2 Europe Artificial Intelligence (AI) In Marketing Market by End User
  - 8.2.2.1 Europe Media & Entertainment Market by Country
  - 8.2.2.2 Europe Consumer Goods & Retail Market by Country
  - 8.2.2.3 Europe BFSI Market by Country
  - 8.2.2.4 Europe IT & Telecommunications Market by Country
  - 8.2.2.5 Europe Others Market by Country
- 8.2.3 Europe Artificial Intelligence (AI) In Marketing Market by Component
  - 8.2.3.1 Europe Software Market by Country
  - 8.2.3.2 Europe Services Market by Country
- 8.2.4 Europe Artificial Intelligence (AI) In Marketing Market by Application
  - 8.2.4.1 Europe Content Curation Market by Country
  - 8.2.4.2 Europe Social Media Advertising Market by Country
  - 8.2.4.3 Europe Virtual Assistant Market by Country
  - 8.2.4.4 Europe Search Engine Marketing Market by Country
  - 8.2.4.5 Europe Sales & Marketing Automation Market by Country
  - 8.2.4.6 Europe Analytics Platform Market by Country
  - 8.2.4.7 Europe Others Market by Country
- 8.2.5 Europe Artificial Intelligence (AI) In Marketing Market by Country
  - 8.2.5.1 Germany Artificial Intelligence (AI) In Marketing Market
    - 8.2.5.1.1 Germany Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.2.5.1.2 Germany Artificial Intelligence (AI) In Marketing Market by End User
    - 8.2.5.1.3 Germany Artificial Intelligence (AI) In Marketing Market by Component
    - 8.2.5.1.4 Germany Artificial Intelligence (AI) In Marketing Market by Application
  - 8.2.5.2 UK Artificial Intelligence (AI) In Marketing Market
    - 8.2.5.2.1 UK Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.2.5.2.2 UK Artificial Intelligence (AI) In Marketing Market by End User
    - 8.2.5.2.3 UK Artificial Intelligence (AI) In Marketing Market by Component
    - 8.2.5.2.4 UK Artificial Intelligence (AI) In Marketing Market by Application
  - 8.2.5.3 France Artificial Intelligence (AI) In Marketing Market
    - 8.2.5.3.1 France Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.2.5.3.2 France Artificial Intelligence (AI) In Marketing Market by End User
    - 8.2.5.3.3 France Artificial Intelligence (AI) In Marketing Market by Component
    - 8.2.5.3.4 France Artificial Intelligence (AI) In Marketing Market by Application
  - 8.2.5.4 Russia Artificial Intelligence (AI) In Marketing Market
    - 8.2.5.4.1 Russia Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.2.5.4.2 Russia Artificial Intelligence (AI) In Marketing Market by End User
    - 8.2.5.4.3 Russia Artificial Intelligence (AI) In Marketing Market by Component
    - 8.2.5.4.4 Russia Artificial Intelligence (AI) In Marketing Market by Application
  - 8.2.5.5 Spain Artificial Intelligence (AI) In Marketing Market
    - 8.2.5.5.1 Spain Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.2.5.5.2 Spain Artificial Intelligence (AI) In Marketing Market by End User
    - 8.2.5.5.3 Spain Artificial Intelligence (AI) In Marketing Market by Component
    - 8.2.5.5.4 Spain Artificial Intelligence (AI) In Marketing Market by Application
  - 8.2.5.6 Italy Artificial Intelligence (AI) In Marketing Market
    - 8.2.5.6.1 Italy Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.2.5.6.2 Italy Artificial Intelligence (AI) In Marketing Market by End User
    - 8.2.5.6.3 Italy Artificial Intelligence (AI) In Marketing Market by Component
    - 8.2.5.6.4 Italy Artificial Intelligence (AI) In Marketing Market by Application
  - 8.2.5.7 Rest of Europe Artificial Intelligence (AI) In Marketing Market
    - 8.2.5.7.1 Rest of Europe Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.2.5.7.2 Rest of Europe Artificial Intelligence (AI) In Marketing Market by End User
    - 8.2.5.7.3 Rest of Europe Artificial Intelligence (AI) In Marketing Market by Component
    - 8.2.5.7.4 Rest of Europe Artificial Intelligence (AI) In Marketing Market by Application
8.3 Asia Pacific Artificial Intelligence (AI) In Marketing Market
- 8.3.1 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Technology
  - 8.3.1.1 Asia Pacific Machine Learning Market by Country
  - 8.3.1.2 Asia Pacific Natural Language Processing Market by Country
  - 8.3.1.3 Asia Pacific Computer Vision Market by Country
  - 8.3.1.4 Asia Pacific Others Market by Country
- 8.3.2 Asia Pacific Artificial Intelligence (AI) In Marketing Market by End User
  - 8.3.2.1 Asia Pacific Media & Entertainment Market by Country
  - 8.3.2.2 Asia Pacific Consumer Goods & Retail Market by Country
  - 8.3.2.3 Asia Pacific BFSI Market by Country
  - 8.3.2.4 Asia Pacific IT & Telecommunications Market by Country
  - 8.3.2.5 Asia Pacific Others Market by Country
- 8.3.3 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Component
  - 8.3.3.1 Asia Pacific Software Market by Country
  - 8.3.3.2 Asia Pacific Services Market by Country
- 8.3.4 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Application
  - 8.3.4.1 Asia Pacific Content Curation Market by Country
  - 8.3.4.2 Asia Pacific Social Media Advertising Market by Country
  - 8.3.4.3 Asia Pacific Virtual Assistant Market by Country
  - 8.3.4.4 Asia Pacific Search Engine Marketing Market by Country
  - 8.3.4.5 Asia Pacific Sales & Marketing Automation Market by Country
  - 8.3.4.6 Asia Pacific Analytics Platform Market by Country
  - 8.3.4.7 Asia Pacific Others Market by Country
- 8.3.5 Asia Pacific Artificial Intelligence (AI) In Marketing Market by Country
  - 8.3.5.1 China Artificial Intelligence (AI) In Marketing Market
    - 8.3.5.1.1 China Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.3.5.1.2 China Artificial Intelligence (AI) In Marketing Market by End User
    - 8.3.5.1.3 China Artificial Intelligence (AI) In Marketing Market by Component
    - 8.3.5.1.4 China Artificial Intelligence (AI) In Marketing Market by Application
  - 8.3.5.2 Japan Artificial Intelligence (AI) In Marketing Market
    - 8.3.5.2.1 Japan Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.3.5.2.2 Japan Artificial Intelligence (AI) In Marketing Market by End User
    - 8.3.5.2.3 Japan Artificial Intelligence (AI) In Marketing Market by Component
    - 8.3.5.2.4 Japan Artificial Intelligence (AI) In Marketing Market by Application
  - 8.3.5.3 India Artificial Intelligence (AI) In Marketing Market
    - 8.3.5.3.1 India Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.3.5.3.2 India Artificial Intelligence (AI) In Marketing Market by End User
    - 8.3.5.3.3 India Artificial Intelligence (AI) In Marketing Market by Component
    - 8.3.5.3.4 India Artificial Intelligence (AI) In Marketing Market by Application
  - 8.3.5.4 South Korea Artificial Intelligence (AI) In Marketing Market
    - 8.3.5.4.1 South Korea Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.3.5.4.2 South Korea Artificial Intelligence (AI) In Marketing Market by End User
    - 8.3.5.4.3 South Korea Artificial Intelligence (AI) In Marketing Market by Component
    - 8.3.5.4.4 South Korea Artificial Intelligence (AI) In Marketing Market by Application
  - 8.3.5.5 Singapore Artificial Intelligence (AI) In Marketing Market
    - 8.3.5.5.1 Singapore Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.3.5.5.2 Singapore Artificial Intelligence (AI) In Marketing Market by End User
    - 8.3.5.5.3 Singapore Artificial Intelligence (AI) In Marketing Market by Component
    - 8.3.5.5.4 Singapore Artificial Intelligence (AI) In Marketing Market by Application
  - 8.3.5.6 Malaysia Artificial Intelligence (AI) In Marketing Market
    - 8.3.5.6.1 Malaysia Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.3.5.6.2 Malaysia Artificial Intelligence (AI) In Marketing Market by End User
    - 8.3.5.6.3 Malaysia Artificial Intelligence (AI) In Marketing Market by Component
    - 8.3.5.6.4 Malaysia Artificial Intelligence (AI) In Marketing Market by Application
  - 8.3.5.7 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market
    - 8.3.5.7.1 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.3.5.7.2 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by End User
    - 8.3.5.7.3 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by Component
    - 8.3.5.7.4 Rest of Asia Pacific Artificial Intelligence (AI) In Marketing Market by Application
8.4 LAMEA Artificial Intelligence (AI) In Marketing Market
- 8.4.1 LAMEA Artificial Intelligence (AI) In Marketing Market by Technology
  - 8.4.1.1 LAMEA Machine Learning Market by Country
  - 8.4.1.2 LAMEA Natural Language Processing Market by Country
  - 8.4.1.3 LAMEA Computer Vision Market by Country
  - 8.4.1.4 LAMEA Others Market by Country
- 8.4.2 LAMEA Artificial Intelligence (AI) In Marketing Market by End User
  - 8.4.2.1 LAMEA Media & Entertainment Market by Country
  - 8.4.2.2 LAMEA Consumer Goods & Retail Market by Country
  - 8.4.2.3 LAMEA BFSI Market by Country
  - 8.4.2.4 LAMEA IT & Telecommunications Market by Country
  - 8.4.2.5 LAMEA Others Market by Country
- 8.4.3 LAMEA Artificial Intelligence (AI) In Marketing Market by Component
  - 8.4.3.1 LAMEA Software Market by Country
  - 8.4.3.2 LAMEA Services Market by Country
- 8.4.4 LAMEA Artificial Intelligence (AI) In Marketing Market by Application
  - 8.4.4.1 LAMEA Content Curation Market by Country
  - 8.4.4.2 LAMEA Social Media Advertising Market by Country
  - 8.4.4.3 LAMEA Virtual Assistant Market by Country
  - 8.4.4.4 LAMEA Search Engine Marketing Market by Country
  - 8.4.4.5 LAMEA Sales & Marketing Automation Market by Country
  - 8.4.4.6 LAMEA Analytics Platform Market by Country
  - 8.4.4.7 LAMEA Others Market by Country
- 8.4.5 LAMEA Artificial Intelligence (AI) In Marketing Market by Country
  - 8.4.5.1 Brazil Artificial Intelligence (AI) In Marketing Market
    - 8.4.5.1.1 Brazil Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.4.5.1.2 Brazil Artificial Intelligence (AI) In Marketing Market by End User
    - 8.4.5.1.3 Brazil Artificial Intelligence (AI) In Marketing Market by Component
    - 8.4.5.1.4 Brazil Artificial Intelligence (AI) In Marketing Market by Application
  - 8.4.5.2 Argentina Artificial Intelligence (AI) In Marketing Market
    - 8.4.5.2.1 Argentina Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.4.5.2.2 Argentina Artificial Intelligence (AI) In Marketing Market by End User
    - 8.4.5.2.3 Argentina Artificial Intelligence (AI) In Marketing Market by Component
    - 8.4.5.2.4 Argentina Artificial Intelligence (AI) In Marketing Market by Application
  - 8.4.5.3 UAE Artificial Intelligence (AI) In Marketing Market
    - 8.4.5.3.1 UAE Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.4.5.3.2 UAE Artificial Intelligence (AI) In Marketing Market by End User
    - 8.4.5.3.3 UAE Artificial Intelligence (AI) In Marketing Market by Component
    - 8.4.5.3.4 UAE Artificial Intelligence (AI) In Marketing Market by Application
  - 8.4.5.4 Saudi Arabia Artificial Intelligence (AI) In Marketing Market
    - 8.4.5.4.1 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.4.5.4.2 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by End User
    - 8.4.5.4.3 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by Component
    - 8.4.5.4.4 Saudi Arabia Artificial Intelligence (AI) In Marketing Market by Application
  - 8.4.5.5 South Africa Artificial Intelligence (AI) In Marketing Market
    - 8.4.5.5.1 South Africa Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.4.5.5.2 South Africa Artificial Intelligence (AI) In Marketing Market by End User
    - 8.4.5.5.3 South Africa Artificial Intelligence (AI) In Marketing Market by Component
    - 8.4.5.5.4 South Africa Artificial Intelligence (AI) In Marketing Market by Application
  - 8.4.5.6 Nigeria Artificial Intelligence (AI) In Marketing Market
    - 8.4.5.6.1 Nigeria Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.4.5.6.2 Nigeria Artificial Intelligence (AI) In Marketing Market by End User
    - 8.4.5.6.3 Nigeria Artificial Intelligence (AI) In Marketing Market by Component
    - 8.4.5.6.4 Nigeria Artificial Intelligence (AI) In Marketing Market by Application
  - 8.4.5.7 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market
    - 8.4.5.7.1 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by Technology
    - 8.4.5.7.2 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by End User
    - 8.4.5.7.3 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by Component
    - 8.4.5.7.4 Rest of LAMEA Artificial Intelligence (AI) In Marketing Market by Application

Chapter 9. Company Profiles

9.1 Amazon.com, Inc.
- 9.1.1 Company Overview
- 9.1.2 Financial Analysis
- 9.1.3 Segmental Analysis
- 9.1.4 Recent strategies and developments:
  - 9.1.4.1 Partnerships, Collaborations, and Agreements:
  - 9.1.4.2 Product Launches and Product Expansions:
- 9.1.5 SWOT Analysis
9.2 Baidu, Inc.
- 9.2.1 Company Overview
- 9.2.2 Financial Analysis
- 9.2.3 Segmental Analysis
- 9.2.4 Research & Development Expenses
- 9.2.5 SWOT Analysis
9.3 IBM Corporation
- 9.3.1 Company Overview
- 9.3.3 Regional & Segmental Analysis
- 9.3.4 Research & Development Expenses
- 9.3.5 Recent strategies and developments:
  - 9.3.5.1 Product Launches and Product Expansions:
  - 9.3.5.2 Acquisition and Mergers:
- 9.3.6 SWOT Analysis
9.4 Microsoft Corporation
- 9.4.1 Company Overview
- 9.4.2 Financial Analysis
- 9.4.3 Segmental and Regional Analysis
- 9.4.4 Research & Development Expenses
- 9.4.5 Recent strategies and developments:
  - 9.4.5.1 Partnerships, Collaborations, and Agreements:
  - 9.4.5.2 Product Launches and Product Expansions:
  - 9.4.5.3 Acquisition and Mergers:
- 9.4.1 SWOT Analysis
9.5 Oracle Corporation
- 9.5.1 Company Overview
- 9.5.2 Financial Analysis
- 9.5.3 Segmental and Regional Analysis
- 9.5.4 Research & Development Expense
- 9.5.5 Recent strategies and developments:
  - 9.5.5.1 Partnerships, Collaborations, and Agreements:
  - 9.5.5.2 Product Launches and Product Expansions:
- 9.5.6 SWOT Analysis
9.6 Salesforce, Inc.
- 9.6.1 Company Overview
- 9.6.2 Financial Analysis
- 9.6.3 Regional Analysis
- 9.6.4 Research & Development Expense
- 9.6.5 Recent strategies and developments:
  - 9.6.5.1 Partnerships, Collaborations, and Agreements:
  - 9.6.5.2 Product Launches and Product Expansions:
  - 9.6.5.3 Acquisition and Mergers:
- 9.6.6 SWOT Analysis
9.7 NVIDIA Corporation
- 9.7.1 Company Overview
- 9.7.2 Financial Analysis
- 9.7.3 Segmental and Regional Analysis
- 9.7.4 Research & Development Expenses
- 9.7.5 Recent strategies and developments:
  - 9.7.5.1 Partnerships, Collaborations, and Agreements:
- 9.7.6 SWOT Analysis
9.8 Google LLC (Alphabet Inc.)
- 9.8.1 Company Overview
- 9.8.2 Financial Analysis
- 9.8.3 Segmental and Regional Analysis
- 9.8.4 Research & Development Expense
- 9.8.5 Recent strategies and developments:
  - 9.8.5.1 Partnerships, Collaborations, and Agreements:
  - 9.8.5.2 Product Launches and Product Expansions:
  - 9.8.5.3 Acquisition and Mergers:
- 9.8.6 SWOT Analysis
9.9 Intel Corporation
- 9.9.1 Company Overview
- 9.9.2 Financial Analysis
- 9.9.3 Segmental and Regional Analysis
- 9.9.4 Research & Development Expenses
- 9.9.5 Recent strategies and developments:
  - 9.9.5.1 Partnerships, Collaborations, and Agreements:
  - 9.9.5.2 Acquisition and Mergers:
- 9.9.6 SWOT Analysis
9.10. Twitter, Inc.
- 9.10.1 Company Overview
- 9.10.2 Financial Analysis
- 9.10.3 Regional Analysis
- 9.10.4 Research & Development Expense
- 9.10.5 SWOT Analysis

マーケティング向け人工知能（AI）の世界市場規模、シェア、産業動向分析レポート：技術別、エンドユーザー別、コンポーネント別、用途別、地域別の展望と予測、2023年～2030年

Global Artificial Intelligence (AI) In Marketing Market Size, Share & Industry Trends Analysis Report By Technology, By End User, By Component (Software and Services), By Application, By Regional Outlook and Forecast, 2023 - 2030

目次

第1章市場範囲と調査手法

第2章市場概要

第3章競合分析- 世界

第4章世界のマーケティング向け人工知能（AI）市場：技術別

第5章世界のマーケティング向け人工知能（AI）市場：エンドユーザー別

第6章世界のマーケティング向け人工知能（AI）市場：コンポーネント別

第7章世界のマーケティング向け人工知能（AI）市場：用途別

第8章世界のマーケティング向け人工知能（AI）市場：地域別

第9章企業プロファイル

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market Overview

Chapter 3. Competition Analysis - Global

Chapter 4. Global Artificial Intelligence (AI) In Marketing Market by Technology

Chapter 5. Global Artificial Intelligence (AI) In Marketing Market by End User

Chapter 6. Global Artificial Intelligence (AI) In Marketing Market by Component

Chapter 7. Global Artificial Intelligence (AI) In Marketing Market by Application

Chapter 8. Global Artificial Intelligence (AI) In Marketing Market by Region

Chapter 9. Company Profiles

マーケティング向け人工知能（AI）の世界市場規模、シェア、産業動向分析レポート：技術別、エンドユーザー別、コンポーネント別、用途別、地域別の展望と予測、2023年～2030年

Global Artificial Intelligence (AI) In Marketing Market Size, Share & Industry Trends Analysis Report By Technology, By End User, By Component (Software and Services), By Application, By Regional Outlook and Forecast, 2023 - 2030

目次

第1章 市場範囲と調査手法

第2章 市場概要

第3章 競合分析- 世界

第4章 世界のマーケティング向け人工知能（AI）市場：技術別

第5章 世界のマーケティング向け人工知能（AI）市場：エンドユーザー別

第6章 世界のマーケティング向け人工知能（AI）市場：コンポーネント別

第7章 世界のマーケティング向け人工知能（AI）市場：用途別

第8章 世界のマーケティング向け人工知能（AI）市場：地域別

第9章 企業プロファイル

LIST OF TABLES

Scope of the Study

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market Overview

Chapter 3. Competition Analysis - Global

Chapter 4. Global Artificial Intelligence (AI) In Marketing Market by Technology

Chapter 5. Global Artificial Intelligence (AI) In Marketing Market by End User

Chapter 6. Global Artificial Intelligence (AI) In Marketing Market by Component

Chapter 7. Global Artificial Intelligence (AI) In Marketing Market by Application

Chapter 8. Global Artificial Intelligence (AI) In Marketing Market by Region

Chapter 9. Company Profiles

第1章市場範囲と調査手法

第2章市場概要

第3章競合分析- 世界

第4章世界のマーケティング向け人工知能（AI）市場：技術別

第5章世界のマーケティング向け人工知能（AI）市場：エンドユーザー別

第6章世界のマーケティング向け人工知能（AI）市場：コンポーネント別

第7章世界のマーケティング向け人工知能（AI）市場：用途別

第8章世界のマーケティング向け人工知能（AI）市場：地域別

第9章企業プロファイル