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零售業人工智能

零售業的AI市場規模，佔有率，趨勢分析報告:各零件，各技術(聊天機器人，自然語言處理)，各銷售管道，各用途，各地區，各市場區隔預測，2022年～2030年

市場調查報告書

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零售業的AI市場規模，佔有率，趨勢分析報告:各零件，各技術(聊天機器人，自然語言處理)，各銷售管道，各用途，各地區，各市場區隔預測，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

出版日期: 2022年09月02日 | 出版商:

Grand View Research | 英文 145 Pages | 商品交期: 2-10個工作天內

價格

簡介目錄圖表

零售業的AI市場成長和趨勢

根據Grand View Research, Inc.的新調查，全球零售業的AI市場規模，預計從2022年到2030年以23.9％的年複合成長率擴大，至2030年達到407億4000萬美元。聊天機器人和語音辨識計劃等先進技術的崛起，更加提高成長可能性。再加上網路零售銷售的崛起，零售業者對提高客戶的消費體驗的關注高漲，數位行銷的依賴度上升，政府的支援法規伴隨的AI投資增加，是推動全球產業發展的重要要素。

市場區隔和範圍
零售業的AI市場:價值鏈分析
市場動態
- 推動市場要素
- 阻礙市場要素
- 市場機會
產業分析- 波特
- 供應商的力量
- 買方議價能力
- 替代威脅
- 新加入廠商的威脅
- 競爭企業間的敵對關係
主要的機會- 優先順序
零售業的AI市場:PEST分析
- 政治
- 經濟
- 社交
- 技術性

第4章零售業的AI市場:零組件的展望

零售業的AI市場:各零件佔有率，2021年和2030年
解決
服務

第5章零售業的AI市場:科技的展望

零售業的AI市場:各技術佔有率，2021年和2030年
- 機器學習
- 自然語言處理
- 聊天機器人
- 影像和影音的分析
- 群體智能

第6章零售業的AI市場:銷售管道預測

零售業的AI市場:各銷售管道佔有率，2021年和2030年
全通路
磚和灰漿
專業網路零售業者

第7章零售業的AI市場:應用的展望

零售業的AI市場:各應用領域佔有率，2021年和2030年
顧客關係管理
供應鏈和物流
店內導航
庫存管理
產品的最佳化
支付和價格的分析
虛擬助手

第8章零售業的AI市場:地區的展望

北美
- 美國
- 加拿大
- 墨西哥
歐洲
- 德國
- 英國
- 法國
亞太地區
- 中國
- 日本
- 印度
南美
- 巴西
MEA

第9章競爭情形

NVIDIA Corporation
- 公司概要
- 財務成果
- 產品的基準
- 最近的開發
Microsoft Corporation
- 公司概要
- 財務成果
- 產品的基準
- 最近的開發
Google LLC
- 公司概要
- 財務成果
- 產品的基準
- 最近的開發
IBM Corporation
- 公司概要
- 財務成果
- 產品的基準
- 最近的開發
SAP SE
- 公司概要
- 財務成果
- 產品的基準
- 最近的開發
Oracle Corporation.
- 公司概要
- 財務成果
- 產品的基準
- 最近的開發
Sentient technologies
- 公司概要
- 財務成果
- 產品的基準
- 最近的開發
Intel Corporation
- 公司概要
- 財務成果
- 產品的基準
- 最近的開發
Salesforce, Inc.
- 公司概要
- 財務成果
- 產品的基準
- 最近的開發

簡介目錄圖表

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

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

簡介目錄圖表

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)