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表紙：小売業におけるAI市場の規模、シェア、動向分析レポート：コンポーネント別、技術別（チャットボット、自然言語処理）、販売チャネル別、用途別、地域別、セグメント別予測、2022年～2030年
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小売業におけるAI市場の規模、シェア、動向分析レポート：コンポーネント別、技術別（チャットボット、自然言語処理）、販売チャネル別、用途別、地域別、セグメント別予測、2022年～2030年

AI In Retail Market Size, Share & Trends Analysis Report By Component, By Technology (Chatbots, Natural Language Processing), By Sales Channel, By Application, By Region, And Segment Forecasts, 2022 - 2030
出版日: | 発行: Grand View Research | ページ情報: 英文 145 Pages | 納期: 2～10営業日

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小売業におけるAI市場の規模、シェア、動向分析レポート：コンポーネント別、技術別（チャットボット、自然言語処理）、販売チャネル別、用途別、地域別、セグメント別予測、2022年～2030年
出版日: 2022年09月02日
発行: Grand View Research
ページ情報: 英文 145 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

小売業におけるAI市場の成長と動向

Grand View Research, Inc.の新しい調査によると、世界の小売業におけるAI市場規模は、2022年から2030年までCAGR23.9％で拡大し、2030年までに407億4000万米ドルに達すると予測されています。チャットボットや音声認識プログラムなどの高度な技術の台頭が、成長の可能性をさらに高めています。さらに、オンライン小売販売の台頭、顧客のショッピング体験の向上に対する小売業者の注目の高まり、デジタルマーケティングへの依存度の上昇、政府による支援的規制を伴うAIへの投資の増大は、世界的にこの産業の進展に寄与する重要な要因です。

AIアルゴリズムは、消費者のオンライン行動から照合された相当量のデータを評価する上で極めて重要な役割を担っています。さらに、AIによる画像および動画解析は、画像や重要度の低い視覚的コンテンツをフィルタリングして分類するのに役立ち、先進および新興経済諸国全体で投資を促進する傾向が強まってきています。

小売業にAIを採用することで、より良い成果を提供し、仮想世界で顧客をエンゲージすることができるため、今後数年間、小売業におけるAIの需要が高まると予想されます。例えば、2021年1月、Google LLCは、Product Discovery Solutions for Retailを発売しました。この製品は、小売業者のeコマースの可能性を向上させ、パーソナライズされた消費者体験を提供することを支援するために作成されたサービス群です。

画像およびビデオ分析セグメントは、店舗内のプロモーション戦略や画像検索の重要性が高まっていることもあり、評価期間中に小売業におけるAI市場で大きなシェアを獲得する見通しです。例を挙げると、eBayはAIを使用して画像検索を合理化し、買い手と売り手の信頼を高め、出荷と配送時間を向上させています。一方、アマゾンは、ビジュアル検索や顔認識などを拡大するためにAIを優先しています。

利害関係者は、バーチャルアシスタント分野が世界市場に大きく貢献すると予想しています。この動向は主に、音声による検索クエリやパーソナライズされたショッピング体験の隆盛に起因しています。特に、インテリジェントなバーチャルアシスタントは、小売業者が顧客の問い合わせをシームレスに処理するのに役立ち、業界のダイナミクスを再形成しています。

市場の主要企業は、一貫して先進技術に投資し、顧客ターゲティングとテーラーメイドのソリューションを導入して、競合の一歩先を進んでいます。例えば、2020年8月、米国を拠点に物流サービスを提供するKenco社は、予測的洞察を生み出し、サプライチェーンと処方的アクションを後押しするDaVinci AIを発表しました。

小売業におけるAI市場レポートハイライト

チャットボットセグメントは、音声認識プログラムなどの先進技術の台頭により、2022年から2030年にかけて最も速いCAGR 30.0%で成長すると予測されます。

顧客関係管理（CRM）分野は、顧客維持率と投資収益率を高めるための需要が急増し、2021年に最大の収益シェアを占めました。CRMは、シームレスなコミュニケーション、ソーシャルメディアとの統合、小売業向けデータ収集などによっても牽引されるであろう

自然言語処理（NLP）は、データ分析の増加やモバイルインターフェースやタッチスクリーンの動向によって成長すると考えられます。例えば、顧客からのメッセージ、コールセンターとのやり取り、オンラインレビュー、ソーシャルメディアへの投稿などを分析するセンチメント分析において、NLPは今後も重要な役割を果たすでしょう。

アジア太平洋地域は、評価期間中、世界市場の成長に大きく貢献すると思われます。この成長見通しは、主にサプライチェーンの合理化を目的とした最先端技術への投資によるものです。

目次

第1章 調査手法と範囲

  • 情報調達と調査範囲
  • 情報分析
  • 市場形成とデータ可視化
  • 市場の範囲と前提
    • 二次情報
    • 一次情報

第2章 エグゼクティブサマリー

  • 市場の見通し
  • 世界
  • セグメント別動向

第3章 小売業におけるAI市場：変数、動向、範囲

  • 市場セグメンテーションと範囲
  • 小売業におけるAI市場：バリューチェーン分析
  • 市場力学
    • 市場促進要因
    • 市場抑制要因
    • 市場機会
  • 業界分析- ポーターズ
    • サプライヤーの力
    • 買い手の交渉力
    • 代替の脅威
    • 新規参入者からの脅威
    • 競争企業間の敵対関係
  • 主な機会- 優先順位付け
  • 小売業におけるAI市場：PEST分析
    • 政治的
    • 経済的
    • 社交
    • 技術的な

第4章 小売業におけるAI市場：コンポーネントの展望

  • 小売業におけるAI市場：コンポーネント別シェア、2021年と2030年
  • 解決
  • サービス

第5章 小売業におけるAI市場：テクノロジーの展望

  • 小売業におけるAI市場：技術別シェア、2021年と2030年
    • 機械学習
    • 自然言語処理
    • チャットボット
    • 画像とビデオの分析
    • スワームインテリジェンス

第6章 小売業におけるAI市場：販売チャネルの見通し

  • 小売業におけるAI市場：販売チャネル別シェア、2021年と2030年
  • オムニチャネル
  • れんがとモルタル
  • 専業オンライン小売業者

第7章 小売業におけるAI市場：アプリケーションの展望

  • 小売業におけるAI市場：アプリケーション別シェア、2021年と2030年
  • 顧客関係管理
  • サプライチェーンとロジスティクス
  • 店内ナビゲーション
  • 在庫管理
  • 製品の最適化
  • 支払いと価格の分析
  • バーチャルアシスタント

第8章 小売業におけるAI市場：地域の展望

  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • ドイツ
    • 英国
    • フランス
  • アジア太平洋地域
    • 中国
    • 日本
    • インド
  • 南米
    • ブラジル
  • MEA

第9章 競合情勢

  • NVIDIA Corporation
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 最近の開発
  • Microsoft Corporation
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 最近の開発
  • Google LLC
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 最近の開発
  • IBM Corporation
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 最近の開発
  • SAP SE
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 最近の開発
  • Oracle Corporation.
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 最近の開発
  • Sentient technologies
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 最近の開発
  • Intel Corporation
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 最近の開発
  • Salesforce, Inc.
    • 会社概要
    • 財務実績
    • 製品のベンチマーク
    • 最近の開発
図表

List of Tables

  • Table 1 AI in retail Market - Industry Snapshot & Key Buying Criteria, 2017 - 2030
  • Table 2 Global AI in retail Market, 2017 - 2030 (USD Million)
  • Table 3 Global AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 5 Global AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 6 Global AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 7 Global AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 8 Global AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 9 Key Market Driver Impact
  • Table 10 Key Market Restraint Impact
  • Table 11 Key Market Opportunity Impact
  • Table 12 List of Key Market Players
  • Table 13 Solution AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 14 Service AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 15 Machine Learning in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 16 Natural Language Processing AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 17 Chatbots AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 18 Image and Video Analytics AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 19 Swarm Intelligence AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 20 Omnichannel AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 21 Brick and Mortar AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 22 Customer Relationship Management AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 23 Supply Chain and Logistics AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 24 In-Store Navigation AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 25 Inventory Management AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 26 Product Optimization AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 27 Payment and Pricing Analytics AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 28 Virtual Assistant AI in retail Market, by Region, 2017 - 2030 (USD Million)
  • Table 29 North America AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 30 North America AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 31 North America AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 32 North America AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 33 U.S. AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 34 U.S. AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 35 U.S. AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 36 U.S. AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 37 Canada AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 38 Canada AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 39 Canada AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 40 Canada AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 41 Mexico AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 42 Mexico AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 43 Mexico AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 44 Mexico AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 45 Europe AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 46 Europe AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 47 Europe AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 48 Europe AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 49 Germany AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 50 Germany AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 51 Germany AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 52 Germany AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 53 U.K. AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 54 U.K. AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 55 U.K. AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 56 U.K. AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 57 France AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 58 France AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 59 France AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 60 France AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 61 Asia Pacific AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 62 Asia Pacific AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 63 Asia Pacific AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 64 Asia Pacific AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 65 China AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 66 China AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 67 China AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 68 China AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 69 Japan AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 70 Japan AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 71 Japan AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 72 Japan AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 73 India AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 74 India AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 75 India AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 76 India AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 77 South America AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 78 South America AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 79 South America AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 80 South America AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 81 Brazil AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 82 Brazil AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 83 Brazil AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 84 Brazil AI in retail Market, by Application, 2017 - 2030 (USD Million)
  • Table 85 MEA AI in retail Market, by Component, 2017 - 2030 (USD Million)
  • Table 86 MEA AI in retail Market, by Technology, 2017 - 2030 (USD Million)
  • Table 87 MEA AI in retail Market, by Sales Channel, 2017 - 2030 (USD Million)
  • Table 88 MEA AI in retail Market, by Application, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Research Process
  • Fig. 2 Market Formulation
  • Fig. 3 Market Segmentation and Scope
  • Fig. 4 AI in retail Market, 2017 - 2030
  • Fig. 5 Key Opportunities Analysis
  • Fig. 6 AI in retail - Value Chain Analysis
  • Fig. 7 AI in retail Market Dynamics
  • Fig. 8 Industry Analysis - Porter's Five Forces Analysis
  • Fig. 9 AI in retail Market - Pest Analysis
  • Fig. 10 AI in retail Market Share by Component, 2021 & 2030
  • Fig. 11 AI in retail Market Share by Technology, 2021 & 2030
  • Fig. 12 AI in retail Market Share by Sales Channel, 2021 & 2030
  • Fig. 13 AI in retail Market Share by Application, 2021 & 2030
  • Fig. 14 AI in retail Market Share by Region, 2021 & 2030
  • Fig. 15 North America Marketplace: Key Takeaways
  • Fig. 16 Europe Marketplace: Key Takeaways
  • Fig. 17 Asia Pacific Marketplace: Key Takeaways
  • Fig. 18 South America Marketplace: Key Takeaways
  • Fig. 19 MEA Marketplace: Key Takeaways
目次
Product Code: GVR-4-68039-975-1

AI In Retail Market Growth & Trends:

The global AI in retail market size is anticipated to reach USD 40.74 billion by 2030, expanding at a CAGR of 23.9% from 2022 to 2030, according to a new study by Grand View Research, Inc. The rising prominence of advanced technologies, such as chatbots and voice recognition programs, has furthered the growth potential. Moreover, the emerging online retail sales, increasing focus of retailers on improving customers' shopping experience, rising reliance on digital marketing, and growing investments in AI, accompanied by supportive government regulations, are the crucial factors contributing to the progress of the industry worldwide.

AI algorithms play a pivotal role in assessing a considerable amount of data collated from consumers' online behavior. Moreover, AI-driven image and video analytics have become trendier to help filter out and classify images and less important visual content, expediting investments across developed and developing economies.

Adopting AI in retail helps provide better outcomes and engage customers in the virtual world, which is expected to increase demand for AI in retail in the coming years. For instance, In January 2021, Google LLC launched Product Discovery Solutions for Retail. This product is a suite of services created to improve retailers' e-commerce potential and aid them in delivering personalized consumer experiences.

The image and video analytics segment is poised to gain a significant share in the AI in retail market during the assessment period, partly due to the growing prominence of in-store promotional strategies and image search. To illustrate, eBay uses AI to streamline image searches, enhance buyer-seller trust, and boost shipping and delivery times. Meanwhile, Amazon prioritizes AI to expand the visual search and facial recognition, among others.

Stakeholders anticipate the virtual assistant segment to contribute significantly to the global market. The trend is mainly attributed to the growing prominence of voice-powered search queries and personalized shopping experiences. Prominently, intelligent virtual assistants have reshaped the industry dynamics, helping retailers handle customer queries seamlessly.

Major players in the market are consistently investing in advanced technologies and introducing customer targeting and tailored solutions to stay ahead of the competition. For instance, in August 2020, Kenco, a company that provides logistics services based in the U.S., launched DaVinci AI to create predictive insights, boosting supply chain and prescriptive actions.

AI In Retail Market Report Highlights:

  • The chatbots segment is projected to grow at the fastest CAGR of 30.0% from 2022 to 2030, owing to the rising prominence of advanced technologies, such as voice recognition programs
  • The Customer Relationship Management (CRM) segment held the largest revenue share in 2021, due to surging demand to boost customer retention and return on investments. CRM will also gain traction due to seamless communication, social media integration, and data collection for retail businesses
  • Natural language processing (NLP) will grow with an uptick in data analysis and the trend of mobile interfaces and touchscreens. For instance, NLP will remain instrumental in sentiment analysis to analyze customer messages, call center interactions, online reviews, and social media posts
  • Asia Pacific will contribute significantly to the global market growth during the assessment period. The growth outlook is mainly due to investment in cutting-edge technologies to streamline the supply chain

Table of Contents

Chapter 1 Methodology and Scope

  • 1.1 Information Procurement and Research Scope
  • 1.2 Information Analysis
  • 1.3 Market Formulation & Data Visualization
  • 1.4 Market Scope and Assumptions
    • 1.4.1 Secondary Sources
    • 1.4.2 Primary Sources

Chapter 2 Executive Summary

  • 2.1 Market Outlook
  • 2.2 Global
    • 2.2.1 Global AI in retail Market, 2017 - 2030
    • 2.2.2 Global AI in retail Market, by Region, 2017 - 2030
    • 2.2.3 Global AI in retail Market, by Component, 2017 - 2030
    • 2.2.4 Global AI in retail Market, by Technology, 2017 - 2030
    • 2.2.5 Global AI in retail Market, by Sales Channel, 2017 - 2030
    • 2.2.6 Global AI in retail Market, by Application, 2017 - 2030
  • 2.3 Segmental Trends

Chapter 3 AI in retail Market Variables, Trends & Scope

  • 3.1 Market Segmentation & Scope
  • 3.2 AI in retail Market - Value Chain Analysis
  • 3.3 Market Dynamics
    • 3.3.1 Market Drivers
    • 3.3.2 Market Restraints
    • 3.3.3 Market Opportunities
  • 3.4 Industry Analysis - Porter's
    • 3.4.1 Supplier Power
    • 3.4.2 Buyer Power
    • 3.4.3 Substitution Threat
    • 3.4.4 Threat From New Entrant
    • 3.4.5 Competitive Rivalry
  • 3.5 Key Opportunities - Prioritized
  • 3.7 AI in retail Market - PEST Analysis
    • 3.7.1 Political
    • 3.7.2 Economic
    • 3.7.3 Social
    • 3.7.4 Technological

Chapter 4 AI in retail Market: Component Outlook

  • 4.1 AI in retail Market Share by Component, 2021 & 2030
  • 4.2 Solution
    • 4.2.1 Solution AI in retail Market, by Region, 2017 - 2030
  • 4.3 Service
    • 4.3.1 Service AI in retail Market, by Region, 2017 - 2030

Chapter 5 AI in retail Market: Technology Outlook

  • 5.1 AI in retail Market Share by Technology, 2021 & 2030
    • 5.1.1 Machine Learning
      • 5.1.1.1 Machine Learning AI in retail Market, by Region, 2017 - 2030
    • 5.1.2 Natural Language Processing
      • 5.1.2.1 Natural Language Processing AI in retail Market, by Region, 2017 - 2030
    • 5.1.3 Chatbots
      • 5.1.3.1 Chatbots AI in retail Market, by Region, 2017 - 2030
    • 5.1.4 Image and Video Analytics
      • 5.1.4.1 Image and video analytics AI in retail Market, by Region, 2017 - 2030
    • 5.1.5 Swarm Intelligence
      • 5.1.5.1 Swarm Intelligence AI in retail Market, by Region, 2017 - 2030

Chapter 6 AI in retail Market: Sales channel Outlook

  • 6.1 AI in retail Market Share by Sales Channel, 2021 & 2030
  • 6.2 Omnichannel
    • 6.2.1 Omnichannel AI in retail Market, by Region, 2017 - 2030
  • 6.3 Brick and Mortar
    • 6.3.1 Brick and Mortar AI in retail Market, by Region, 2017 - 2030
  • 6.4 Pure-play Online Retailers
    • 6.4.1 Pure-play Online Retailers AI in retail Market, by Region, 2017 - 2030

Chapter 7 AI in retail Market: Application Outlook

  • 7.1 AI in retail Market Share by Application, 2021 & 2030
  • 7.2 Customer Relationship Management
    • 7.2.1 Customer Relationship Management AI in retail Market, by Region, 2017 - 2030
  • 7.3 Supply Chain and Logistics
    • 7.3.1 Supply Chain and Logistics AI in retail Market, by Region, 2017 - 2030
  • 7.4 In-Store Navigation
    • 7.4.1 In-Store Navigation AI in retail Market, by Region, 2017 - 2030
  • 7.5 Inventory Management
    • 7.5.1 Inventory Management AI in retail Market, by Region, 2017 - 2030
  • 7.6 Product Optimization
    • 7.6.1 Product Optimization AI in retail Market, by Region, 2017 - 2030
  • 7.7 Payment and Pricing Analytics
    • 7.7.1 Payment and Pricing Analytics AI in retail Market, by Region, 2017 - 2030
  • 7.8 Virtual Assistant
    • 7.8.1 Virtual Assistant AI in retail Market, by Region, 2017 - 2030

Chapter 8 AI in retail Market: Regional Outlook

  • 8.1 North America
    • 8.1.1 North America AI in retail Market, by Component, 2017 - 2030
    • 8.1.2 North America AI in retail Market, by Technology, 2017 - 2030
    • 8.1.3 North America AI in retail Market, by Sales Channel, 2017 - 2030
    • 8.1.4 North America AI in retail Market, by Application, 2017 - 2030
    • 8.1.5 U.S.
      • 8.1.5.1 U.S. AI in retail Market, by Component, 2017 - 2030
      • 8.1.5.2 U.S. AI in retail Market, by Technology, 2017 - 2030
      • 8.1.5.3 U.S. AI in retail Market, by Sales Channel, 2017 - 2030
      • 8.1.5.4 U.S. AI in retail Market, by Application, 2017 - 2030
    • 8.1.6 Canada
      • 8.1.6.1 Canada AI in retail Market, by Component, 2017 - 2030
      • 8.1.6.2 Canada AI in retail Market, by Technology, 2017 - 2030
      • 8.1.6.3 Canada AI in retail Market, by Sales Channel, 2017 - 2030
      • 8.1.6.4 Canada AI in retail Market, by Application, 2017 - 2030
    • 8.1.7 Mexico
      • 8.1.7.1 Mexico AI in retail Market, by Component, 2017 - 2030
      • 8.1.7.2 Mexico AI in retail Market, by Technology, 2017 - 2030
      • 8.1.7.3 Mexico AI in retail Market, by Sales Channel, 2017 - 2030
      • 8.1.7.4 Mexico AI in retail Market, by Application, 2017 - 2030
  • 8.2 Europe
    • 8.2.1 Europe AI in retail Market, by Component, 2017 - 2030
    • 8.2.2 Europe AI in retail Market, by Technology, 2017 - 2030
    • 8.2.3 Europe AI in retail Market, by Sales Channel, 2017 - 2030
    • 8.2.4 Europe AI in retail Market, by Application, 2017 - 2030
    • 8.2.5 Germany
      • 8.2.5.1 Germany AI in retail Market, by Component, 2017 - 2030
      • 8.2.5.2 Germany AI in retail Market, by Technology, 2017 - 2030
      • 8.2.5.3 Germany AI in retail Market, by Sales Channel, 2017 - 2030
      • 8.2.5.4 Germany AI in retail Market, by Application, 2017 - 2030
    • 8.2.6 U.K.
      • 8.2.6.1 U.K. AI in retail Market, by Component, 2017 - 2030
      • 8.2.6.2 U.K. AI in retail Market, by Technology, 2017 - 2030
      • 8.2.6.3 U.K. AI in retail Market, by Sales Channel, 2017 - 2030
      • 8.2.6.4 U.K. AI in retail Market, by Application, 2017 - 2030
    • 8.2.7 France
      • 8.2.7.1 France AI in retail Market, by Component, 2017 - 2030
      • 8.2.7.2 France AI in retail Market, by Technology, 2017 - 2030
      • 8.2.7.3 France AI in retail Market, by Sales Channel, 2017 - 2030
      • 8.2.7.4 France AI in retail Market, by Application, 2017 - 2030
  • 8.3 Asia Pacific
    • 8.3.1 Asia Pacific AI in retail Market, by Component, 2017 - 2030
    • 8.3.2 Asia Pacific AI in retail Market, by Technology, 2017 - 2030
    • 8.3.3 Asia Pacific AI in retail Market, by Sales Channel, 2017 - 2030
    • 8.3.4 Asia Pacific AI in retail Market, by Application, 2017 - 2030
    • 8.3.5 China
      • 8.3.5.1 China AI in retail Market, by Component, 2017 - 2030
      • 8.3.5.2 China AI in retail Market, by Technology, 2017 - 2030
      • 8.3.5.3 China AI in retail Market, by Sales Channel, 2017 - 2030
      • 8.3.5.4 China AI in retail Market, by Application, 2017 - 2030
    • 8.3.6 Japan
      • 8.3.6.1 Japan AI in retail Market, by Component, 2017 - 2030
      • 8.3.6.2 Japan AI in retail Market, by Technology, 2017 - 2030
      • 8.3.6.3 Japan AI in retail Market, by Sales Channel, 2017 - 2030
      • 8.3.6.4 Japan AI in retail Market, by Application, 2017 - 2030
    • 8.3.7 India
      • 8.3.7.1 India AI in retail Market, by Component, 2017 - 2030
      • 8.3.7.2 India AI in retail Market, by Technology, 2017 - 2030
      • 8.3.7.3 India AI in retail Market, by Sales Channel, 2017 - 2030
      • 8.3.7.4 India AI in retail Market, by Application, 2017 - 2030
  • 8.4 South America
    • 8.4.1 South America AI in retail Market, by Component, 2017 - 2030
    • 8.4.2 South America AI in retail Market, by Technology, 2017 - 2030
    • 8.4.3 South America AI in retail Market, by Sales Channel, 2017 - 2030
    • 8.4.4 South America AI in retail Market, by Application, 2017 - 2030
    • 8.4.5 Brazil
      • 8.4.5.1 Brazil AI in retail Market, by Component, 2017 - 2030
      • 8.4.5.2 Brazil AI in retail Market, by Technology, 2017 - 2030
      • 8.4.5.3 Brazil AI in retail Market, by Sales Channel, 2017 - 2030
      • 8.4.5.4 Brazil AI in retail Market, by Application, 2017 - 2030
  • 8.5 MEA
    • 8.5.1 MEA AI in retail Market, by Component, 2017 - 2030
    • 8.5.2 MEA AI in retail Market, by Technology, 2017 - 2030
    • 8.5.3 MEA AI in retail Market, by Sales Channel, 2017 - 2030
    • 8.5.4 MEA AI in retail Market, by Application, 2017 - 2030

Chapter 9 Competitive Landscape

  • 9.1 NVIDIA Corporation
    • 9.1.1 Company Overview
    • 9.1.2 Financial Performance
    • 9.1.3 Product Benchmarking
    • 9.1.4 Recent Developments
  • 9.2 Microsoft Corporation
    • 9.2.1 Company Overview
    • 9.2.2 Financial Performance
    • 9.2.3 Product Benchmarking
    • 9.2.4 Recent Developments
  • 9.3 Google LLC
    • 9.3.1 Company Overview
    • 9.3.2 Financial Performance
    • 9.3.3 Product Benchmarking
    • 9.3.4 Recent Developments
  • 9.4 IBM Corporation
    • 9.4.1 Company Overview
    • 9.4.2 Financial Performance
    • 9.4.3 Product Benchmarking
    • 9.4.4 Recent Developments
  • 9.5 SAP SE
    • 9.5.1 Company Overview
    • 9.5.2 Financial Performance
    • 9.5.3 Product Benchmarking
    • 9.5.4 Recent Developments
  • 9.6 Oracle Corporation.
    • 9.6.1 Company Overview
    • 9.6.2 Financial Performance
    • 9.6.3 Product Benchmarking
    • 9.6.4 Recent Developments
  • 9.7 Sentient technologies
    • 9.7.1 Company Overview
    • 9.7.2 Financial Performance
    • 9.7.3 Product Benchmarking
    • 9.7.4 Recent Developments
  • 9.8 Intel Corporation
    • 9.8.1 Company Overview
    • 9.8.2 Financial Performance
    • 9.8.3 Product Benchmarking
    • 9.8.4 Recent Developments
  • 9.9 Salesforce, Inc.
    • 9.9.1 Company Overview
    • 9.9.2 Financial Performance
    • 9.9.3 Product Benchmarking
    • 9.9.4 Recent Developments