Global Machine Learning in Retail Market Research Report 2024(Status and Outlook)
Report Overview:
In the retail sector, top competitors like Amazon, Walmart, Target, and Home Depot clearly and publicly rely on data, analytics, and machine learning to create their market edge. As a result, ML is fast becoming a commonly used tool among retail marketers.
The Global Machine Learning in Retail Market Size was estimated at USD 2659.58 million in 2023 and is projected to reach USD 3751.36 million by 2029, exhibiting a CAGR of 5.90% during the forecast period.
This report provides a deep insight into the global Machine Learning in Retail market covering all its essential aspects. This ranges from a macro overview of the market to micro details of the market size, competitive landscape, development trend, niche market, key market drivers and challenges, SWOT analysis, Porter’s five forces analysis, value chain analysis, etc.
The analysis helps the reader to shape the competition within the industries and strategies for the competitive environment to enhance the potential profit. Furthermore, it provides a simple framework for evaluating and accessing the position of the business organization. The report structure also focuses on the competitive landscape of the Global Machine Learning in Retail Market, this report introduces in detail the market share, market performance, product situation, operation situation, etc. of the main players, which helps the readers in the industry to identify the main competitors and deeply understand the competition pattern of the market.
In a word, this report is a must-read for industry players, investors, researchers, consultants, business strategists, and all those who have any kind of stake or are planning to foray into the Machine Learning in Retail market in any manner.
Global Machine Learning in Retail Market: Market Segmentation Analysis
The research report includes specific segments by region (country), manufacturers, Type, and Application. Market segmentation creates subsets of a market based on product type, end-user or application, Geographic, and other factors. By understanding the market segments, the decision-maker can leverage this targeting in the product, sales, and marketing strategies. Market segments can power your product development cycles by informing how you create product offerings for different segments.
Key Company
IBM
Microsoft
Amazon Web Services
Oracle
SAP
Intel
NVIDIA
Google
Sentient Technologies
Salesforce
ViSenze
Market Segmentation (by Type)
Cloud Based
On-Premises
Market Segmentation (by Application)
Online
Offline
Geographic Segmentation
In case of any queries or customization requirements, please connect with our sales team, who will ensure that your requirements are met.
Note: this report may need to undergo a final check or review and this could take about 48 hours.
Chapter Outline
Chapter 1 mainly introduces the statistical scope of the report, market division standards, and market research methods.
Chapter 2 is an executive summary of different market segments (by region, product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the Machine Learning in Retail Market and its likely evolution in the short to mid-term, and long term.
Chapter 3 makes a detailed analysis of the Market's Competitive Landscape of the market and provides the market share, capacity, output, price, latest development plan, merger, and acquisition information of the main manufacturers in the market.
Chapter 4 is the analysis of the whole market industrial chain, including the upstream and downstream of the industry, as well as Porter's five forces analysis.
Chapter 5 introduces the latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 6 provides the analysis of various market segments according to product types, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 7 provides the analysis of various market segments according to application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 8 provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 9 introduces the basic situation of the main companies in the market in detail, including product sales revenue, sales volume, price, gross profit margin, market share, product introduction, recent development, etc.
Chapter 10 provides a quantitative analysis of the market size and development potential of each region in the next five years.
Chapter 11 provides a quantitative analysis of the market size and development potential of each market segment (product type and application) in the next five years.
Chapter 12 is the main points and conclusions of the report.
In the retail sector, top competitors like Amazon, Walmart, Target, and Home Depot clearly and publicly rely on data, analytics, and machine learning to create their market edge. As a result, ML is fast becoming a commonly used tool among retail marketers.
The Global Machine Learning in Retail Market Size was estimated at USD 2659.58 million in 2023 and is projected to reach USD 3751.36 million by 2029, exhibiting a CAGR of 5.90% during the forecast period.
This report provides a deep insight into the global Machine Learning in Retail market covering all its essential aspects. This ranges from a macro overview of the market to micro details of the market size, competitive landscape, development trend, niche market, key market drivers and challenges, SWOT analysis, Porter’s five forces analysis, value chain analysis, etc.
The analysis helps the reader to shape the competition within the industries and strategies for the competitive environment to enhance the potential profit. Furthermore, it provides a simple framework for evaluating and accessing the position of the business organization. The report structure also focuses on the competitive landscape of the Global Machine Learning in Retail Market, this report introduces in detail the market share, market performance, product situation, operation situation, etc. of the main players, which helps the readers in the industry to identify the main competitors and deeply understand the competition pattern of the market.
In a word, this report is a must-read for industry players, investors, researchers, consultants, business strategists, and all those who have any kind of stake or are planning to foray into the Machine Learning in Retail market in any manner.
Global Machine Learning in Retail Market: Market Segmentation Analysis
The research report includes specific segments by region (country), manufacturers, Type, and Application. Market segmentation creates subsets of a market based on product type, end-user or application, Geographic, and other factors. By understanding the market segments, the decision-maker can leverage this targeting in the product, sales, and marketing strategies. Market segments can power your product development cycles by informing how you create product offerings for different segments.
Key Company
IBM
Microsoft
Amazon Web Services
Oracle
SAP
Intel
NVIDIA
Sentient Technologies
Salesforce
ViSenze
Market Segmentation (by Type)
Cloud Based
On-Premises
Market Segmentation (by Application)
Online
Offline
Geographic Segmentation
- North America (USA, Canada, Mexico)
- Europe (Germany, UK, France, Russia, Italy, Rest of Europe)
- Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Rest of Asia-Pacific)
- South America (Brazil, Argentina, Columbia, Rest of South America)
- The Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria, South Africa, Rest of MEA)
- Industry drivers, restraints, and opportunities covered in the study
- Neutral perspective on the market performance
- Recent industry trends and developments
- Competitive landscape & strategies of key players
- Potential & niche segments and regions exhibiting promising growth covered
- Historical, current, and projected market size, in terms of value
- In-depth analysis of the Machine Learning in Retail Market
- Overview of the regional outlook of the Machine Learning in Retail Market:
- Access to date statistics compiled by our researchers. These provide you with historical and forecast data, which is analyzed to tell you why your market is set to change
- This enables you to anticipate market changes to remain ahead of your competitors
- You will be able to copy data from the Excel spreadsheet straight into your marketing plans, business presentations, or other strategic documents
- The concise analysis, clear graph, and table format will enable you to pinpoint the information you require quickly
- Provision of market value (USD Billion) data for each segment and sub-segment
- Indicates the region and segment that is expected to witness the fastest growth as well as to dominate the market
- Analysis by geography highlighting the consumption of the product/service in the region as well as indicating the factors that are affecting the market within each region
- Competitive landscape which incorporates the market ranking of the major players, along with new service/product launches, partnerships, business expansions, and acquisitions in the past five years of companies profiled
- Extensive company profiles comprising of company overview, company insights, product benchmarking, and SWOT analysis for the major market players
- The current as well as the future market outlook of the industry concerning recent developments which involve growth opportunities and drivers as well as challenges and restraints of both emerging as well as developed regions
- Includes in-depth analysis of the market from various perspectives through Porter’s five forces analysis
- Provides insight into the market through Value Chain
- Market dynamics scenario, along with growth opportunities of the market in the years to come
- 6-month post-sales analyst support
In case of any queries or customization requirements, please connect with our sales team, who will ensure that your requirements are met.
Note: this report may need to undergo a final check or review and this could take about 48 hours.
Chapter Outline
Chapter 1 mainly introduces the statistical scope of the report, market division standards, and market research methods.
Chapter 2 is an executive summary of different market segments (by region, product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the Machine Learning in Retail Market and its likely evolution in the short to mid-term, and long term.
Chapter 3 makes a detailed analysis of the Market's Competitive Landscape of the market and provides the market share, capacity, output, price, latest development plan, merger, and acquisition information of the main manufacturers in the market.
Chapter 4 is the analysis of the whole market industrial chain, including the upstream and downstream of the industry, as well as Porter's five forces analysis.
Chapter 5 introduces the latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 6 provides the analysis of various market segments according to product types, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 7 provides the analysis of various market segments according to application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 8 provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 9 introduces the basic situation of the main companies in the market in detail, including product sales revenue, sales volume, price, gross profit margin, market share, product introduction, recent development, etc.
Chapter 10 provides a quantitative analysis of the market size and development potential of each region in the next five years.
Chapter 11 provides a quantitative analysis of the market size and development potential of each market segment (product type and application) in the next five years.
Chapter 12 is the main points and conclusions of the report.
1 RESEARCH METHODOLOGY AND STATISTICAL SCOPE
1.1 Market Definition and Statistical Scope of Machine Learning in Retail
1.2 Key Market Segments
1.2.1 Machine Learning in Retail Segment by Type
1.2.2 Machine Learning in Retail Segment by Application
1.3 Methodology & Sources of Information
1.3.1 Research Methodology
1.3.2 Research Process
1.3.3 Market Breakdown and Data Triangulation
1.3.4 Base Year
1.3.5 Report Assumptions & Caveats
2 MACHINE LEARNING IN RETAIL MARKET OVERVIEW
2.1 Global Market Overview
2.2 Market Segment Executive Summary
2.3 Global Market Size by Region
3 MACHINE LEARNING IN RETAIL MARKET COMPETITIVE LANDSCAPE
3.1 Global Machine Learning in Retail Revenue Market Share by Company (2019-2024)
3.2 Machine Learning in Retail Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Company Machine Learning in Retail Market Size Sites, Area Served, Product Type
3.4 Machine Learning in Retail Market Competitive Situation and Trends
3.4.1 Machine Learning in Retail Market Concentration Rate
3.4.2 Global 5 and 10 Largest Machine Learning in Retail Players Market Share by Revenue
3.4.3 Mergers & Acquisitions, Expansion
4 MACHINE LEARNING IN RETAIL VALUE CHAIN ANALYSIS
4.1 Machine Learning in Retail Value Chain Analysis
4.2 Midstream Market Analysis
4.3 Downstream Customer Analysis
5 THE DEVELOPMENT AND DYNAMICS OF MACHINE LEARNING IN RETAIL MARKET
5.1 Key Development Trends
5.2 Driving Factors
5.3 Market Challenges
5.4 Market Restraints
5.5 Industry News
5.5.1 Mergers & Acquisitions
5.5.2 Expansions
5.5.3 Collaboration/Supply Contracts
5.6 Industry Policies
6 MACHINE LEARNING IN RETAIL MARKET SEGMENTATION BY TYPE
6.1 Evaluation Matrix of Segment Market Development Potential (Type)
6.2 Global Machine Learning in Retail Market Size Market Share by Type (2019-2024)
6.3 Global Machine Learning in Retail Market Size Growth Rate by Type (2019-2024)
7 MACHINE LEARNING IN RETAIL MARKET SEGMENTATION BY APPLICATION
7.1 Evaluation Matrix of Segment Market Development Potential (Application)
7.2 Global Machine Learning in Retail Market Size (M USD) by Application (2019-2024)
7.3 Global Machine Learning in Retail Market Size Growth Rate by Application (2019-2024)
8 MACHINE LEARNING IN RETAIL MARKET SEGMENTATION BY REGION
8.1 Global Machine Learning in Retail Market Size by Region
8.1.1 Global Machine Learning in Retail Market Size by Region
8.1.2 Global Machine Learning in Retail Market Size Market Share by Region
8.2 North America
8.2.1 North America Machine Learning in Retail Market Size by Country
8.2.2 U.S.
8.2.3 Canada
8.2.4 Mexico
8.3 Europe
8.3.1 Europe Machine Learning in Retail Market Size by Country
8.3.2 Germany
8.3.3 France
8.3.4 U.K.
8.3.5 Italy
8.3.6 Russia
8.4 Asia Pacific
8.4.1 Asia Pacific Machine Learning in Retail Market Size by Region
8.4.2 China
8.4.3 Japan
8.4.4 South Korea
8.4.5 India
8.4.6 Southeast Asia
8.5 South America
8.5.1 South America Machine Learning in Retail Market Size by Country
8.5.2 Brazil
8.5.3 Argentina
8.5.4 Columbia
8.6 Middle East and Africa
8.6.1 Middle East and Africa Machine Learning in Retail Market Size by Region
8.6.2 Saudi Arabia
8.6.3 UAE
8.6.4 Egypt
8.6.5 Nigeria
8.6.6 South Africa
9 KEY COMPANIES PROFILE
9.1 IBM
9.1.1 IBM Machine Learning in Retail Basic Information
9.1.2 IBM Machine Learning in Retail Product Overview
9.1.3 IBM Machine Learning in Retail Product Market Performance
9.1.4 IBM Machine Learning in Retail SWOT Analysis
9.1.5 IBM Business Overview
9.1.6 IBM Recent Developments
9.2 Microsoft
9.2.1 Microsoft Machine Learning in Retail Basic Information
9.2.2 Microsoft Machine Learning in Retail Product Overview
9.2.3 Microsoft Machine Learning in Retail Product Market Performance
9.2.4 IBM Machine Learning in Retail SWOT Analysis
9.2.5 Microsoft Business Overview
9.2.6 Microsoft Recent Developments
9.3 Amazon Web Services
9.3.1 Amazon Web Services Machine Learning in Retail Basic Information
9.3.2 Amazon Web Services Machine Learning in Retail Product Overview
9.3.3 Amazon Web Services Machine Learning in Retail Product Market Performance
9.3.4 IBM Machine Learning in Retail SWOT Analysis
9.3.5 Amazon Web Services Business Overview
9.3.6 Amazon Web Services Recent Developments
9.4 Oracle
9.4.1 Oracle Machine Learning in Retail Basic Information
9.4.2 Oracle Machine Learning in Retail Product Overview
9.4.3 Oracle Machine Learning in Retail Product Market Performance
9.4.4 Oracle Business Overview
9.4.5 Oracle Recent Developments
9.5 SAP
9.5.1 SAP Machine Learning in Retail Basic Information
9.5.2 SAP Machine Learning in Retail Product Overview
9.5.3 SAP Machine Learning in Retail Product Market Performance
9.5.4 SAP Business Overview
9.5.5 SAP Recent Developments
9.6 Intel
9.6.1 Intel Machine Learning in Retail Basic Information
9.6.2 Intel Machine Learning in Retail Product Overview
9.6.3 Intel Machine Learning in Retail Product Market Performance
9.6.4 Intel Business Overview
9.6.5 Intel Recent Developments
9.7 NVIDIA
9.7.1 NVIDIA Machine Learning in Retail Basic Information
9.7.2 NVIDIA Machine Learning in Retail Product Overview
9.7.3 NVIDIA Machine Learning in Retail Product Market Performance
9.7.4 NVIDIA Business Overview
9.7.5 NVIDIA Recent Developments
9.8 Google
9.8.1 Google Machine Learning in Retail Basic Information
9.8.2 Google Machine Learning in Retail Product Overview
9.8.3 Google Machine Learning in Retail Product Market Performance
9.8.4 Google Business Overview
9.8.5 Google Recent Developments
9.9 Sentient Technologies
9.9.1 Sentient Technologies Machine Learning in Retail Basic Information
9.9.2 Sentient Technologies Machine Learning in Retail Product Overview
9.9.3 Sentient Technologies Machine Learning in Retail Product Market Performance
9.9.4 Sentient Technologies Business Overview
9.9.5 Sentient Technologies Recent Developments
9.10 Salesforce
9.10.1 Salesforce Machine Learning in Retail Basic Information
9.10.2 Salesforce Machine Learning in Retail Product Overview
9.10.3 Salesforce Machine Learning in Retail Product Market Performance
9.10.4 Salesforce Business Overview
9.10.5 Salesforce Recent Developments
9.11 ViSenze
9.11.1 ViSenze Machine Learning in Retail Basic Information
9.11.2 ViSenze Machine Learning in Retail Product Overview
9.11.3 ViSenze Machine Learning in Retail Product Market Performance
9.11.4 ViSenze Business Overview
9.11.5 ViSenze Recent Developments
10 MACHINE LEARNING IN RETAIL REGIONAL MARKET FORECAST
10.1 Global Machine Learning in Retail Market Size Forecast
10.2 Global Machine Learning in Retail Market Forecast by Region
10.2.1 North America Market Size Forecast by Country
10.2.2 Europe Machine Learning in Retail Market Size Forecast by Country
10.2.3 Asia Pacific Machine Learning in Retail Market Size Forecast by Region
10.2.4 South America Machine Learning in Retail Market Size Forecast by Country
10.2.5 Middle East and Africa Forecasted Consumption of Machine Learning in Retail by Country
11 FORECAST MARKET BY TYPE AND BY APPLICATION (2025-2030)
11.1 Global Machine Learning in Retail Market Forecast by Type (2025-2030)
11.2 Global Machine Learning in Retail Market Forecast by Application (2025-2030)
12 CONCLUSION AND KEY FINDINGS
1.1 Market Definition and Statistical Scope of Machine Learning in Retail
1.2 Key Market Segments
1.2.1 Machine Learning in Retail Segment by Type
1.2.2 Machine Learning in Retail Segment by Application
1.3 Methodology & Sources of Information
1.3.1 Research Methodology
1.3.2 Research Process
1.3.3 Market Breakdown and Data Triangulation
1.3.4 Base Year
1.3.5 Report Assumptions & Caveats
2 MACHINE LEARNING IN RETAIL MARKET OVERVIEW
2.1 Global Market Overview
2.2 Market Segment Executive Summary
2.3 Global Market Size by Region
3 MACHINE LEARNING IN RETAIL MARKET COMPETITIVE LANDSCAPE
3.1 Global Machine Learning in Retail Revenue Market Share by Company (2019-2024)
3.2 Machine Learning in Retail Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Company Machine Learning in Retail Market Size Sites, Area Served, Product Type
3.4 Machine Learning in Retail Market Competitive Situation and Trends
3.4.1 Machine Learning in Retail Market Concentration Rate
3.4.2 Global 5 and 10 Largest Machine Learning in Retail Players Market Share by Revenue
3.4.3 Mergers & Acquisitions, Expansion
4 MACHINE LEARNING IN RETAIL VALUE CHAIN ANALYSIS
4.1 Machine Learning in Retail Value Chain Analysis
4.2 Midstream Market Analysis
4.3 Downstream Customer Analysis
5 THE DEVELOPMENT AND DYNAMICS OF MACHINE LEARNING IN RETAIL MARKET
5.1 Key Development Trends
5.2 Driving Factors
5.3 Market Challenges
5.4 Market Restraints
5.5 Industry News
5.5.1 Mergers & Acquisitions
5.5.2 Expansions
5.5.3 Collaboration/Supply Contracts
5.6 Industry Policies
6 MACHINE LEARNING IN RETAIL MARKET SEGMENTATION BY TYPE
6.1 Evaluation Matrix of Segment Market Development Potential (Type)
6.2 Global Machine Learning in Retail Market Size Market Share by Type (2019-2024)
6.3 Global Machine Learning in Retail Market Size Growth Rate by Type (2019-2024)
7 MACHINE LEARNING IN RETAIL MARKET SEGMENTATION BY APPLICATION
7.1 Evaluation Matrix of Segment Market Development Potential (Application)
7.2 Global Machine Learning in Retail Market Size (M USD) by Application (2019-2024)
7.3 Global Machine Learning in Retail Market Size Growth Rate by Application (2019-2024)
8 MACHINE LEARNING IN RETAIL MARKET SEGMENTATION BY REGION
8.1 Global Machine Learning in Retail Market Size by Region
8.1.1 Global Machine Learning in Retail Market Size by Region
8.1.2 Global Machine Learning in Retail Market Size Market Share by Region
8.2 North America
8.2.1 North America Machine Learning in Retail Market Size by Country
8.2.2 U.S.
8.2.3 Canada
8.2.4 Mexico
8.3 Europe
8.3.1 Europe Machine Learning in Retail Market Size by Country
8.3.2 Germany
8.3.3 France
8.3.4 U.K.
8.3.5 Italy
8.3.6 Russia
8.4 Asia Pacific
8.4.1 Asia Pacific Machine Learning in Retail Market Size by Region
8.4.2 China
8.4.3 Japan
8.4.4 South Korea
8.4.5 India
8.4.6 Southeast Asia
8.5 South America
8.5.1 South America Machine Learning in Retail Market Size by Country
8.5.2 Brazil
8.5.3 Argentina
8.5.4 Columbia
8.6 Middle East and Africa
8.6.1 Middle East and Africa Machine Learning in Retail Market Size by Region
8.6.2 Saudi Arabia
8.6.3 UAE
8.6.4 Egypt
8.6.5 Nigeria
8.6.6 South Africa
9 KEY COMPANIES PROFILE
9.1 IBM
9.1.1 IBM Machine Learning in Retail Basic Information
9.1.2 IBM Machine Learning in Retail Product Overview
9.1.3 IBM Machine Learning in Retail Product Market Performance
9.1.4 IBM Machine Learning in Retail SWOT Analysis
9.1.5 IBM Business Overview
9.1.6 IBM Recent Developments
9.2 Microsoft
9.2.1 Microsoft Machine Learning in Retail Basic Information
9.2.2 Microsoft Machine Learning in Retail Product Overview
9.2.3 Microsoft Machine Learning in Retail Product Market Performance
9.2.4 IBM Machine Learning in Retail SWOT Analysis
9.2.5 Microsoft Business Overview
9.2.6 Microsoft Recent Developments
9.3 Amazon Web Services
9.3.1 Amazon Web Services Machine Learning in Retail Basic Information
9.3.2 Amazon Web Services Machine Learning in Retail Product Overview
9.3.3 Amazon Web Services Machine Learning in Retail Product Market Performance
9.3.4 IBM Machine Learning in Retail SWOT Analysis
9.3.5 Amazon Web Services Business Overview
9.3.6 Amazon Web Services Recent Developments
9.4 Oracle
9.4.1 Oracle Machine Learning in Retail Basic Information
9.4.2 Oracle Machine Learning in Retail Product Overview
9.4.3 Oracle Machine Learning in Retail Product Market Performance
9.4.4 Oracle Business Overview
9.4.5 Oracle Recent Developments
9.5 SAP
9.5.1 SAP Machine Learning in Retail Basic Information
9.5.2 SAP Machine Learning in Retail Product Overview
9.5.3 SAP Machine Learning in Retail Product Market Performance
9.5.4 SAP Business Overview
9.5.5 SAP Recent Developments
9.6 Intel
9.6.1 Intel Machine Learning in Retail Basic Information
9.6.2 Intel Machine Learning in Retail Product Overview
9.6.3 Intel Machine Learning in Retail Product Market Performance
9.6.4 Intel Business Overview
9.6.5 Intel Recent Developments
9.7 NVIDIA
9.7.1 NVIDIA Machine Learning in Retail Basic Information
9.7.2 NVIDIA Machine Learning in Retail Product Overview
9.7.3 NVIDIA Machine Learning in Retail Product Market Performance
9.7.4 NVIDIA Business Overview
9.7.5 NVIDIA Recent Developments
9.8 Google
9.8.1 Google Machine Learning in Retail Basic Information
9.8.2 Google Machine Learning in Retail Product Overview
9.8.3 Google Machine Learning in Retail Product Market Performance
9.8.4 Google Business Overview
9.8.5 Google Recent Developments
9.9 Sentient Technologies
9.9.1 Sentient Technologies Machine Learning in Retail Basic Information
9.9.2 Sentient Technologies Machine Learning in Retail Product Overview
9.9.3 Sentient Technologies Machine Learning in Retail Product Market Performance
9.9.4 Sentient Technologies Business Overview
9.9.5 Sentient Technologies Recent Developments
9.10 Salesforce
9.10.1 Salesforce Machine Learning in Retail Basic Information
9.10.2 Salesforce Machine Learning in Retail Product Overview
9.10.3 Salesforce Machine Learning in Retail Product Market Performance
9.10.4 Salesforce Business Overview
9.10.5 Salesforce Recent Developments
9.11 ViSenze
9.11.1 ViSenze Machine Learning in Retail Basic Information
9.11.2 ViSenze Machine Learning in Retail Product Overview
9.11.3 ViSenze Machine Learning in Retail Product Market Performance
9.11.4 ViSenze Business Overview
9.11.5 ViSenze Recent Developments
10 MACHINE LEARNING IN RETAIL REGIONAL MARKET FORECAST
10.1 Global Machine Learning in Retail Market Size Forecast
10.2 Global Machine Learning in Retail Market Forecast by Region
10.2.1 North America Market Size Forecast by Country
10.2.2 Europe Machine Learning in Retail Market Size Forecast by Country
10.2.3 Asia Pacific Machine Learning in Retail Market Size Forecast by Region
10.2.4 South America Machine Learning in Retail Market Size Forecast by Country
10.2.5 Middle East and Africa Forecasted Consumption of Machine Learning in Retail by Country
11 FORECAST MARKET BY TYPE AND BY APPLICATION (2025-2030)
11.1 Global Machine Learning in Retail Market Forecast by Type (2025-2030)
11.2 Global Machine Learning in Retail Market Forecast by Application (2025-2030)
12 CONCLUSION AND KEY FINDINGS
LIST OF TABLES
Table 1. Introduction of the Type
Table 2. Introduction of the Application
Table 3. Market Size (M USD) Segment Executive Summary
Table 4. Machine Learning in Retail Market Size Comparison by Region (M USD)
Table 5. Global Machine Learning in Retail Revenue (M USD) by Company (2019-2024)
Table 6. Global Machine Learning in Retail Revenue Share by Company (2019-2024)
Table 7. Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Retail as of 2022)
Table 8. Company Machine Learning in Retail Market Size Sites and Area Served
Table 9. Company Machine Learning in Retail Product Type
Table 10. Global Machine Learning in Retail Company Market Concentration Ratio (CR5 and HHI)
Table 11. Mergers & Acquisitions, Expansion Plans
Table 12. Value Chain Map of Machine Learning in Retail
Table 13. Midstream Market Analysis
Table 14. Downstream Customer Analysis
Table 15. Key Development Trends
Table 16. Driving Factors
Table 17. Machine Learning in Retail Market Challenges
Table 18. Global Machine Learning in Retail Market Size by Type (M USD)
Table 19. Global Machine Learning in Retail Market Size (M USD) by Type (2019-2024)
Table 20. Global Machine Learning in Retail Market Size Share by Type (2019-2024)
Table 21. Global Machine Learning in Retail Market Size Growth Rate by Type (2019-2024)
Table 22. Global Machine Learning in Retail Market Size by Application
Table 23. Global Machine Learning in Retail Market Size by Application (2019-2024) & (M USD)
Table 24. Global Machine Learning in Retail Market Share by Application (2019-2024)
Table 25. Global Machine Learning in Retail Market Size Growth Rate by Application (2019-2024)
Table 26. Global Machine Learning in Retail Market Size by Region (2019-2024) & (M USD)
Table 27. Global Machine Learning in Retail Market Size Market Share by Region (2019-2024)
Table 28. North America Machine Learning in Retail Market Size by Country (2019-2024) & (M USD)
Table 29. Europe Machine Learning in Retail Market Size by Country (2019-2024) & (M USD)
Table 30. Asia Pacific Machine Learning in Retail Market Size by Region (2019-2024) & (M USD)
Table 31. South America Machine Learning in Retail Market Size by Country (2019-2024) & (M USD)
Table 32. Middle East and Africa Machine Learning in Retail Market Size by Region (2019-2024) & (M USD)
Table 33. IBM Machine Learning in Retail Basic Information
Table 34. IBM Machine Learning in Retail Product Overview
Table 35. IBM Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 36. IBM Machine Learning in Retail SWOT Analysis
Table 37. IBM Business Overview
Table 38. IBM Recent Developments
Table 39. Microsoft Machine Learning in Retail Basic Information
Table 40. Microsoft Machine Learning in Retail Product Overview
Table 41. Microsoft Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 42. IBM Machine Learning in Retail SWOT Analysis
Table 43. Microsoft Business Overview
Table 44. Microsoft Recent Developments
Table 45. Amazon Web Services Machine Learning in Retail Basic Information
Table 46. Amazon Web Services Machine Learning in Retail Product Overview
Table 47. Amazon Web Services Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 48. IBM Machine Learning in Retail SWOT Analysis
Table 49. Amazon Web Services Business Overview
Table 50. Amazon Web Services Recent Developments
Table 51. Oracle Machine Learning in Retail Basic Information
Table 52. Oracle Machine Learning in Retail Product Overview
Table 53. Oracle Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 54. Oracle Business Overview
Table 55. Oracle Recent Developments
Table 56. SAP Machine Learning in Retail Basic Information
Table 57. SAP Machine Learning in Retail Product Overview
Table 58. SAP Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 59. SAP Business Overview
Table 60. SAP Recent Developments
Table 61. Intel Machine Learning in Retail Basic Information
Table 62. Intel Machine Learning in Retail Product Overview
Table 63. Intel Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 64. Intel Business Overview
Table 65. Intel Recent Developments
Table 66. NVIDIA Machine Learning in Retail Basic Information
Table 67. NVIDIA Machine Learning in Retail Product Overview
Table 68. NVIDIA Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 69. NVIDIA Business Overview
Table 70. NVIDIA Recent Developments
Table 71. Google Machine Learning in Retail Basic Information
Table 72. Google Machine Learning in Retail Product Overview
Table 73. Google Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 74. Google Business Overview
Table 75. Google Recent Developments
Table 76. Sentient Technologies Machine Learning in Retail Basic Information
Table 77. Sentient Technologies Machine Learning in Retail Product Overview
Table 78. Sentient Technologies Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 79. Sentient Technologies Business Overview
Table 80. Sentient Technologies Recent Developments
Table 81. Salesforce Machine Learning in Retail Basic Information
Table 82. Salesforce Machine Learning in Retail Product Overview
Table 83. Salesforce Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 84. Salesforce Business Overview
Table 85. Salesforce Recent Developments
Table 86. ViSenze Machine Learning in Retail Basic Information
Table 87. ViSenze Machine Learning in Retail Product Overview
Table 88. ViSenze Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 89. ViSenze Business Overview
Table 90. ViSenze Recent Developments
Table 91. Global Machine Learning in Retail Market Size Forecast by Region (2025-2030) & (M USD)
Table 92. North America Machine Learning in Retail Market Size Forecast by Country (2025-2030) & (M USD)
Table 93. Europe Machine Learning in Retail Market Size Forecast by Country (2025-2030) & (M USD)
Table 94. Asia Pacific Machine Learning in Retail Market Size Forecast by Region (2025-2030) & (M USD)
Table 95. South America Machine Learning in Retail Market Size Forecast by Country (2025-2030) & (M USD)
Table 96. Middle East and Africa Machine Learning in Retail Market Size Forecast by Country (2025-2030) & (M USD)
Table 97. Global Machine Learning in Retail Market Size Forecast by Type (2025-2030) & (M USD)
Table 98. Global Machine Learning in Retail Market Size Forecast by Application (2025-2030) & (M USD)
Table 1. Introduction of the Type
Table 2. Introduction of the Application
Table 3. Market Size (M USD) Segment Executive Summary
Table 4. Machine Learning in Retail Market Size Comparison by Region (M USD)
Table 5. Global Machine Learning in Retail Revenue (M USD) by Company (2019-2024)
Table 6. Global Machine Learning in Retail Revenue Share by Company (2019-2024)
Table 7. Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Retail as of 2022)
Table 8. Company Machine Learning in Retail Market Size Sites and Area Served
Table 9. Company Machine Learning in Retail Product Type
Table 10. Global Machine Learning in Retail Company Market Concentration Ratio (CR5 and HHI)
Table 11. Mergers & Acquisitions, Expansion Plans
Table 12. Value Chain Map of Machine Learning in Retail
Table 13. Midstream Market Analysis
Table 14. Downstream Customer Analysis
Table 15. Key Development Trends
Table 16. Driving Factors
Table 17. Machine Learning in Retail Market Challenges
Table 18. Global Machine Learning in Retail Market Size by Type (M USD)
Table 19. Global Machine Learning in Retail Market Size (M USD) by Type (2019-2024)
Table 20. Global Machine Learning in Retail Market Size Share by Type (2019-2024)
Table 21. Global Machine Learning in Retail Market Size Growth Rate by Type (2019-2024)
Table 22. Global Machine Learning in Retail Market Size by Application
Table 23. Global Machine Learning in Retail Market Size by Application (2019-2024) & (M USD)
Table 24. Global Machine Learning in Retail Market Share by Application (2019-2024)
Table 25. Global Machine Learning in Retail Market Size Growth Rate by Application (2019-2024)
Table 26. Global Machine Learning in Retail Market Size by Region (2019-2024) & (M USD)
Table 27. Global Machine Learning in Retail Market Size Market Share by Region (2019-2024)
Table 28. North America Machine Learning in Retail Market Size by Country (2019-2024) & (M USD)
Table 29. Europe Machine Learning in Retail Market Size by Country (2019-2024) & (M USD)
Table 30. Asia Pacific Machine Learning in Retail Market Size by Region (2019-2024) & (M USD)
Table 31. South America Machine Learning in Retail Market Size by Country (2019-2024) & (M USD)
Table 32. Middle East and Africa Machine Learning in Retail Market Size by Region (2019-2024) & (M USD)
Table 33. IBM Machine Learning in Retail Basic Information
Table 34. IBM Machine Learning in Retail Product Overview
Table 35. IBM Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 36. IBM Machine Learning in Retail SWOT Analysis
Table 37. IBM Business Overview
Table 38. IBM Recent Developments
Table 39. Microsoft Machine Learning in Retail Basic Information
Table 40. Microsoft Machine Learning in Retail Product Overview
Table 41. Microsoft Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 42. IBM Machine Learning in Retail SWOT Analysis
Table 43. Microsoft Business Overview
Table 44. Microsoft Recent Developments
Table 45. Amazon Web Services Machine Learning in Retail Basic Information
Table 46. Amazon Web Services Machine Learning in Retail Product Overview
Table 47. Amazon Web Services Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 48. IBM Machine Learning in Retail SWOT Analysis
Table 49. Amazon Web Services Business Overview
Table 50. Amazon Web Services Recent Developments
Table 51. Oracle Machine Learning in Retail Basic Information
Table 52. Oracle Machine Learning in Retail Product Overview
Table 53. Oracle Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 54. Oracle Business Overview
Table 55. Oracle Recent Developments
Table 56. SAP Machine Learning in Retail Basic Information
Table 57. SAP Machine Learning in Retail Product Overview
Table 58. SAP Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 59. SAP Business Overview
Table 60. SAP Recent Developments
Table 61. Intel Machine Learning in Retail Basic Information
Table 62. Intel Machine Learning in Retail Product Overview
Table 63. Intel Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 64. Intel Business Overview
Table 65. Intel Recent Developments
Table 66. NVIDIA Machine Learning in Retail Basic Information
Table 67. NVIDIA Machine Learning in Retail Product Overview
Table 68. NVIDIA Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 69. NVIDIA Business Overview
Table 70. NVIDIA Recent Developments
Table 71. Google Machine Learning in Retail Basic Information
Table 72. Google Machine Learning in Retail Product Overview
Table 73. Google Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 74. Google Business Overview
Table 75. Google Recent Developments
Table 76. Sentient Technologies Machine Learning in Retail Basic Information
Table 77. Sentient Technologies Machine Learning in Retail Product Overview
Table 78. Sentient Technologies Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 79. Sentient Technologies Business Overview
Table 80. Sentient Technologies Recent Developments
Table 81. Salesforce Machine Learning in Retail Basic Information
Table 82. Salesforce Machine Learning in Retail Product Overview
Table 83. Salesforce Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 84. Salesforce Business Overview
Table 85. Salesforce Recent Developments
Table 86. ViSenze Machine Learning in Retail Basic Information
Table 87. ViSenze Machine Learning in Retail Product Overview
Table 88. ViSenze Machine Learning in Retail Revenue (M USD) and Gross Margin (2019-2024)
Table 89. ViSenze Business Overview
Table 90. ViSenze Recent Developments
Table 91. Global Machine Learning in Retail Market Size Forecast by Region (2025-2030) & (M USD)
Table 92. North America Machine Learning in Retail Market Size Forecast by Country (2025-2030) & (M USD)
Table 93. Europe Machine Learning in Retail Market Size Forecast by Country (2025-2030) & (M USD)
Table 94. Asia Pacific Machine Learning in Retail Market Size Forecast by Region (2025-2030) & (M USD)
Table 95. South America Machine Learning in Retail Market Size Forecast by Country (2025-2030) & (M USD)
Table 96. Middle East and Africa Machine Learning in Retail Market Size Forecast by Country (2025-2030) & (M USD)
Table 97. Global Machine Learning in Retail Market Size Forecast by Type (2025-2030) & (M USD)
Table 98. Global Machine Learning in Retail Market Size Forecast by Application (2025-2030) & (M USD)
LIST OF FIGURES
Figure 1. Industrial Chain of Machine Learning in Retail
Figure 2. Data Triangulation
Figure 3. Key Caveats
Figure 4. Global Machine Learning in Retail Market Size (M USD), 2019-2030
Figure 5. Global Machine Learning in Retail Market Size (M USD) (2019-2030)
Figure 6. Evaluation Matrix of Segment Market Development Potential (Type)
Figure 7. Evaluation Matrix of Segment Market Development Potential (Application)
Figure 8. Evaluation Matrix of Regional Market Development Potential
Figure 9. Machine Learning in Retail Market Size by Country (M USD)
Figure 10. Global Machine Learning in Retail Revenue Share by Company in 2023
Figure 11. Machine Learning in Retail Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2023
Figure 12. The Global 5 and 10 Largest Players: Market Share by Machine Learning in Retail Revenue in 2023
Figure 13. Evaluation Matrix of Segment Market Development Potential (Type)
Figure 14. Global Machine Learning in Retail Market Share by Type
Figure 15. Market Size Share of Machine Learning in Retail by Type (2019-2024)
Figure 16. Market Size Market Share of Machine Learning in Retail by Type in 2022
Figure 17. Global Machine Learning in Retail Market Size Growth Rate by Type (2019-2024)
Figure 18. Evaluation Matrix of Segment Market Development Potential (Application)
Figure 19. Global Machine Learning in Retail Market Share by Application
Figure 20. Global Machine Learning in Retail Market Share by Application (2019-2024)
Figure 21. Global Machine Learning in Retail Market Share by Application in 2022
Figure 22. Global Machine Learning in Retail Market Size Growth Rate by Application (2019-2024)
Figure 23. Global Machine Learning in Retail Market Size Market Share by Region (2019-2024)
Figure 24. North America Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 25. North America Machine Learning in Retail Market Size Market Share by Country in 2023
Figure 26. U.S. Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 27. Canada Machine Learning in Retail Market Size (M USD) and Growth Rate (2019-2024)
Figure 28. Mexico Machine Learning in Retail Market Size (Units) and Growth Rate (2019-2024)
Figure 29. Europe Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 30. Europe Machine Learning in Retail Market Size Market Share by Country in 2023
Figure 31. Germany Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 32. France Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 33. U.K. Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 34. Italy Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 35. Russia Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 36. Asia Pacific Machine Learning in Retail Market Size and Growth Rate (M USD)
Figure 37. Asia Pacific Machine Learning in Retail Market Size Market Share by Region in 2023
Figure 38. China Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 39. Japan Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 40. South Korea Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 41. India Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 42. Southeast Asia Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 43. South America Machine Learning in Retail Market Size and Growth Rate (M USD)
Figure 44. South America Machine Learning in Retail Market Size Market Share by Country in 2023
Figure 45. Brazil Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 46. Argentina Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 47. Columbia Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 48. Middle East and Africa Machine Learning in Retail Market Size and Growth Rate (M USD)
Figure 49. Middle East and Africa Machine Learning in Retail Market Size Market Share by Region in 2023
Figure 50. Saudi Arabia Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 51. UAE Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 52. Egypt Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 53. Nigeria Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 54. South Africa Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 55. Global Machine Learning in Retail Market Size Forecast by Value (2019-2030) & (M USD)
Figure 56. Global Machine Learning in Retail Market Share Forecast by Type (2025-2030)
Figure 57. Global Machine Learning in Retail Market Share Forecast by Application (2025-2030)
Figure 1. Industrial Chain of Machine Learning in Retail
Figure 2. Data Triangulation
Figure 3. Key Caveats
Figure 4. Global Machine Learning in Retail Market Size (M USD), 2019-2030
Figure 5. Global Machine Learning in Retail Market Size (M USD) (2019-2030)
Figure 6. Evaluation Matrix of Segment Market Development Potential (Type)
Figure 7. Evaluation Matrix of Segment Market Development Potential (Application)
Figure 8. Evaluation Matrix of Regional Market Development Potential
Figure 9. Machine Learning in Retail Market Size by Country (M USD)
Figure 10. Global Machine Learning in Retail Revenue Share by Company in 2023
Figure 11. Machine Learning in Retail Market Share by Company Type (Tier 1, Tier 2 and Tier 3): 2023
Figure 12. The Global 5 and 10 Largest Players: Market Share by Machine Learning in Retail Revenue in 2023
Figure 13. Evaluation Matrix of Segment Market Development Potential (Type)
Figure 14. Global Machine Learning in Retail Market Share by Type
Figure 15. Market Size Share of Machine Learning in Retail by Type (2019-2024)
Figure 16. Market Size Market Share of Machine Learning in Retail by Type in 2022
Figure 17. Global Machine Learning in Retail Market Size Growth Rate by Type (2019-2024)
Figure 18. Evaluation Matrix of Segment Market Development Potential (Application)
Figure 19. Global Machine Learning in Retail Market Share by Application
Figure 20. Global Machine Learning in Retail Market Share by Application (2019-2024)
Figure 21. Global Machine Learning in Retail Market Share by Application in 2022
Figure 22. Global Machine Learning in Retail Market Size Growth Rate by Application (2019-2024)
Figure 23. Global Machine Learning in Retail Market Size Market Share by Region (2019-2024)
Figure 24. North America Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 25. North America Machine Learning in Retail Market Size Market Share by Country in 2023
Figure 26. U.S. Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 27. Canada Machine Learning in Retail Market Size (M USD) and Growth Rate (2019-2024)
Figure 28. Mexico Machine Learning in Retail Market Size (Units) and Growth Rate (2019-2024)
Figure 29. Europe Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 30. Europe Machine Learning in Retail Market Size Market Share by Country in 2023
Figure 31. Germany Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 32. France Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 33. U.K. Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 34. Italy Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 35. Russia Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 36. Asia Pacific Machine Learning in Retail Market Size and Growth Rate (M USD)
Figure 37. Asia Pacific Machine Learning in Retail Market Size Market Share by Region in 2023
Figure 38. China Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 39. Japan Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 40. South Korea Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 41. India Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 42. Southeast Asia Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 43. South America Machine Learning in Retail Market Size and Growth Rate (M USD)
Figure 44. South America Machine Learning in Retail Market Size Market Share by Country in 2023
Figure 45. Brazil Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 46. Argentina Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 47. Columbia Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 48. Middle East and Africa Machine Learning in Retail Market Size and Growth Rate (M USD)
Figure 49. Middle East and Africa Machine Learning in Retail Market Size Market Share by Region in 2023
Figure 50. Saudi Arabia Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 51. UAE Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 52. Egypt Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 53. Nigeria Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 54. South Africa Machine Learning in Retail Market Size and Growth Rate (2019-2024) & (M USD)
Figure 55. Global Machine Learning in Retail Market Size Forecast by Value (2019-2030) & (M USD)
Figure 56. Global Machine Learning in Retail Market Share Forecast by Type (2025-2030)
Figure 57. Global Machine Learning in Retail Market Share Forecast by Application (2025-2030)
