Global Artificial Intelligence In Retail Market Insights, Forecast To 2028

1 Report Business Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Artificial Intelligence in Retail Market Size Growth Rate by Type, 2017 VS 2021 VS 2028
1.2.2 Cloud
1.2.3 On-Premises
1.3 Market by Application
1.3.1 Global Artificial Intelligence in Retail Market Size Growth Rate by Application, 2017 VS 2021 VS 2028
1.3.2 Predictive Merchandising
1.3.3 Programmatic Advertising
1.3.4 Market Forecasting
1.3.5 In-Store Visual Monitoring and Surveillance
1.3.6 Location-Based Marketing
1.3.7 Others
1.4 Study Objectives
1.5 Years Considered
2 Global Growth Trends
2.1 Global Artificial Intelligence in Retail Market Perspective (2017-2028)
2.2 Artificial Intelligence in Retail Growth Trends by Region
2.2.1 Artificial Intelligence in Retail Market Size by Region: 2017 VS 2021 VS 2028
2.2.2 Artificial Intelligence in Retail Historic Market Size by Region (2017-2022)
2.2.3 Artificial Intelligence in Retail Forecasted Market Size by Region (2023-2028)
2.3 Artificial Intelligence in Retail Market Dynamics
2.3.1 Artificial Intelligence in Retail Industry Trends
2.3.2 Artificial Intelligence in Retail Market Drivers
2.3.3 Artificial Intelligence in Retail Market Challenges
2.3.4 Artificial Intelligence in Retail Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Artificial Intelligence in Retail Players by Revenue
3.1.1 Global Top Artificial Intelligence in Retail Players by Revenue (2017-2022)
3.1.2 Global Artificial Intelligence in Retail Revenue Market Share by Players (2017-2022)
3.2 Global Artificial Intelligence in Retail Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Artificial Intelligence in Retail Revenue
3.4 Global Artificial Intelligence in Retail Market Concentration Ratio
3.4.1 Global Artificial Intelligence in Retail Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Artificial Intelligence in Retail Revenue in 2021
3.5 Artificial Intelligence in Retail Key Players Head office and Area Served
3.6 Key Players Artificial Intelligence in Retail Product Solution and Service
3.7 Date of Enter into Artificial Intelligence in Retail Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Artificial Intelligence in Retail Breakdown Data by Type
4.1 Global Artificial Intelligence in Retail Historic Market Size by Type (2017-2022)
4.2 Global Artificial Intelligence in Retail Forecasted Market Size by Type (2023-2028)
5 Artificial Intelligence in Retail Breakdown Data by Application
5.1 Global Artificial Intelligence in Retail Historic Market Size by Application (2017-2022)
5.2 Global Artificial Intelligence in Retail Forecasted Market Size by Application (2023-2028)
6 North America
6.1 North America Artificial Intelligence in Retail Market Size (2017-2028)
6.2 North America Artificial Intelligence in Retail Market Size by Type
6.2.1 North America Artificial Intelligence in Retail Market Size by Type (2017-2022)
6.2.2 North America Artificial Intelligence in Retail Market Size by Type (2023-2028)
6.2.3 North America Artificial Intelligence in Retail Market Share by Type (2017-2028)
6.3 North America Artificial Intelligence in Retail Market Size by Application
6.3.1 North America Artificial Intelligence in Retail Market Size by Application (2017-2022)
6.3.2 North America Artificial Intelligence in Retail Market Size by Application (2023-2028)
6.3.3 North America Artificial Intelligence in Retail Market Share by Application (2017-2028)
6.4 North America Artificial Intelligence in Retail Market Size by Country
6.4.1 North America Artificial Intelligence in Retail Market Size by Country (2017-2022)
6.4.2 North America Artificial Intelligence in Retail Market Size by Country (2023-2028)
6.4.3 U.S.
6.4.4 Canada
7 Europe
7.1 Europe Artificial Intelligence in Retail Market Size (2017-2028)
7.2 Europe Artificial Intelligence in Retail Market Size by Type
7.2.1 Europe Artificial Intelligence in Retail Market Size by Type (2017-2022)
7.2.2 Europe Artificial Intelligence in Retail Market Size by Type (2023-2028)
7.2.3 Europe Artificial Intelligence in Retail Market Share by Type (2017-2028)
7.3 Europe Artificial Intelligence in Retail Market Size by Application
7.3.1 Europe Artificial Intelligence in Retail Market Size by Application (2017-2022)
7.3.2 Europe Artificial Intelligence in Retail Market Size by Application (2023-2028)
7.3.3 Europe Artificial Intelligence in Retail Market Share by Application (2017-2028)
7.4 Europe Artificial Intelligence in Retail Market Size by Country
7.4.1 Europe Artificial Intelligence in Retail Market Size by Country (2017-2022)
7.4.2 Europe Artificial Intelligence in Retail Market Size by Country (2023-2028)
7.4.3 Germany
7.4.4 France
7.4.5 U.K.
7.4.6 Italy
7.4.7 Russia
7.4.8 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Artificial Intelligence in Retail Market Size (2017-2028)
8.2 Asia-Pacific Artificial Intelligence in Retail Market Size by Type
8.2.1 Asia-Pacific Artificial Intelligence in Retail Market Size by Type (2017-2022)
8.2.2 Asia-Pacific Artificial Intelligence in Retail Market Size by Type (2023-2028)
8.2.3 Asia-Pacific Artificial Intelligence in Retail Market Share by Type (2017-2028)
8.3 Asia-Pacific Artificial Intelligence in Retail Market Size by Application
8.3.1 Asia-Pacific Artificial Intelligence in Retail Market Size by Application (2017-2022)
8.3.2 Asia-Pacific Artificial Intelligence in Retail Market Size by Application (2023-2028)
8.3.3 Asia-Pacific Artificial Intelligence in Retail Market Share by Application (2017-2028)
8.4 Asia-Pacific Artificial Intelligence in Retail Market Size by Region
8.4.1 Asia-Pacific Artificial Intelligence in Retail Market Size by Region (2017-2022)
8.4.2 Asia-Pacific Artificial Intelligence in Retail Market Size by Region (2023-2028)
8.4.3 China
8.4.4 Japan
8.4.5 South Korea
8.4.6 Southeast Asia
8.4.7 India
8.4.8 Australia
9 Latin America
9.1 Latin America Artificial Intelligence in Retail Market Size (2017-2028)
9.2 Latin America Artificial Intelligence in Retail Market Size by Type
9.2.1 Latin America Artificial Intelligence in Retail Market Size by Type (2017-2022)
9.2.2 Latin America Artificial Intelligence in Retail Market Size by Type (2023-2028)
9.2.3 Latin America Artificial Intelligence in Retail Market Share by Type (2017-2028)
9.3 Latin America Artificial Intelligence in Retail Market Size by Application
9.3.1 Latin America Artificial Intelligence in Retail Market Size by Application (2017-2022)
9.3.2 Latin America Artificial Intelligence in Retail Market Size by Application (2023-2028)
9.3.3 Latin America Artificial Intelligence in Retail Market Share by Application (2017-2028)
9.4 Latin America Artificial Intelligence in Retail Market Size by Country
9.4.1 Latin America Artificial Intelligence in Retail Market Size by Country (2017-2022)
9.4.2 Latin America Artificial Intelligence in Retail Market Size by Country (2023-2028)
9.4.3 Mexico
9.4.4 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Artificial Intelligence in Retail Market Size (2017-2028)
10.2 Middle East & Africa Artificial Intelligence in Retail Market Size by Type
10.2.1 Middle East & Africa Artificial Intelligence in Retail Market Size by Type (2017-2022)
10.2.2 Middle East & Africa Artificial Intelligence in Retail Market Size by Type (2023-2028)
10.2.3 Middle East & Africa Artificial Intelligence in Retail Market Share by Type (2017-2028)
10.3 Middle East & Africa Artificial Intelligence in Retail Market Size by Application
10.3.1 Middle East & Africa Artificial Intelligence in Retail Market Size by Application (2017-2022)
10.3.2 Middle East & Africa Artificial Intelligence in Retail Market Size by Application (2023-2028)
10.3.3 Middle East & Africa Artificial Intelligence in Retail Market Share by Application (2017-2028)
10.4 Middle East & Africa Artificial Intelligence in Retail Market Size by Country
10.4.1 Middle East & Africa Artificial Intelligence in Retail Market Size by Country (2017-2022)
10.4.2 Middle East & Africa Artificial Intelligence in Retail Market Size by Country (2023-2028)
10.4.3 Turkey
10.4.4 Saudi Arabia
10.4.5 UAE
11 Key Players Profiles
11.1 IBM
11.1.1 IBM Company Details
11.1.2 IBM Business Overview
11.1.3 IBM Artificial Intelligence in Retail Introduction
11.1.4 IBM Revenue in Artificial Intelligence in Retail Business (2017-2022)
11.1.5 IBM Recent Developments
11.2 Microsoft
11.2.1 Microsoft Company Details
11.2.2 Microsoft Business Overview
11.2.3 Microsoft Artificial Intelligence in Retail Introduction
11.2.4 Microsoft Revenue in Artificial Intelligence in Retail Business (2017-2022)
11.2.5 Microsoft Recent Developments
11.3 Nvidia
11.3.1 Nvidia Company Details
11.3.2 Nvidia Business Overview
11.3.3 Nvidia Artificial Intelligence in Retail Introduction
11.3.4 Nvidia Revenue in Artificial Intelligence in Retail Business (2017-2022)
11.3.5 Nvidia Recent Developments
11.4 Amazon Web Services
11.4.1 Amazon Web Services Company Details
11.4.2 Amazon Web Services Business Overview
11.4.3 Amazon Web Services Artificial Intelligence in Retail Introduction
11.4.4 Amazon Web Services Revenue in Artificial Intelligence in Retail Business (2017-2022)
11.4.5 Amazon Web Services Recent Developments
11.5 Oracle
11.5.1 Oracle Company Details
11.5.2 Oracle Business Overview
11.5.3 Oracle Artificial Intelligence in Retail Introduction
11.5.4 Oracle Revenue in Artificial Intelligence in Retail Business (2017-2022)
11.5.5 Oracle Recent Developments
11.6 SAP
11.6.1 SAP Company Details
11.6.2 SAP Business Overview
11.6.3 SAP Artificial Intelligence in Retail Introduction
11.6.4 SAP Revenue in Artificial Intelligence in Retail Business (2017-2022)
11.6.5 SAP Recent Developments
11.7 Intel
11.7.1 Intel Company Details
11.7.2 Intel Business Overview
11.7.3 Intel Artificial Intelligence in Retail Introduction
11.7.4 Intel Revenue in Artificial Intelligence in Retail Business (2017-2022)
11.7.5 Intel Recent Developments
11.8 Google
11.8.1 Google Company Details
11.8.2 Google Business Overview
11.8.3 Google Artificial Intelligence in Retail Introduction
11.8.4 Google Revenue in Artificial Intelligence in Retail Business (2017-2022)
11.8.5 Google Recent Developments
11.9 Sentient Technologies
11.9.1 Sentient Technologies Company Details
11.9.2 Sentient Technologies Business Overview
11.9.3 Sentient Technologies Artificial Intelligence in Retail Introduction
11.9.4 Sentient Technologies Revenue in Artificial Intelligence in Retail Business (2017-2022)
11.9.5 Sentient Technologies Recent Developments
11.10 Salesforce
11.10.1 Salesforce Company Details
11.10.2 Salesforce Business Overview
11.10.3 Salesforce Artificial Intelligence in Retail Introduction
11.10.4 Salesforce Revenue in Artificial Intelligence in Retail Business (2017-2022)
11.10.5 Salesforce Recent Developments
11.11 Visenze
11.11.1 Visenze Company Details
11.11.2 Visenze Business Overview
11.11.3 Visenze Artificial Intelligence in Retail Introduction
11.11.4 Visenze Revenue in Artificial Intelligence in Retail Business (2017-2022)
11.11.5 Visenze Recent Developments
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Author Details
13.3 Disclaimer

List of Tables
Table 1. Global Artificial Intelligence in Retail Market Size Growth Rate by Type (US$ Million), 2017 VS 2021 VS 2028
Table 2. Key Players of Cloud
Table 3. Key Players of On-Premises
Table 4. Global Artificial Intelligence in Retail Market Size Growth Rate by Application (US$ Million), 2017 VS 2021 VS 2028
Table 5. Global Artificial Intelligence in Retail Market Size by Region (US$ Million): 2017 VS 2021 VS 2028
Table 6. Global Artificial Intelligence in Retail Market Size by Region (2017-2022) & (US$ Million)
Table 7. Global Artificial Intelligence in Retail Market Share by Region (2017-2022)
Table 8. Global Artificial Intelligence in Retail Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 9. Global Artificial Intelligence in Retail Market Share by Region (2023-2028)
Table 10. Artificial Intelligence in Retail Market Trends
Table 11. Artificial Intelligence in Retail Market Drivers
Table 12. Artificial Intelligence in Retail Market Challenges
Table 13. Artificial Intelligence in Retail Market Restraints
Table 14. Global Artificial Intelligence in Retail Revenue by Players (2017-2022) & (US$ Million)
Table 15. Global Artificial Intelligence in Retail Revenue Share by Players (2017-2022)
Table 16. Global Top Artificial Intelligence in Retail by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Artificial Intelligence in Retail as of 2021)
Table 17. Ranking of Global Top Artificial Intelligence in Retail Companies by Revenue (US$ Million) in 2021
Table 18. Global 5 Largest Players Market Share by Artificial Intelligence in Retail Revenue (CR5 and HHI) & (2017-2022)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Artificial Intelligence in Retail Product Solution and Service
Table 21. Date of Enter into Artificial Intelligence in Retail Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Artificial Intelligence in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 24. Global Artificial Intelligence in Retail Revenue Market Share by Type (2017-2022)
Table 25. Global Artificial Intelligence in Retail Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 26. Global Artificial Intelligence in Retail Revenue Market Share by Type (2023-2028)
Table 27. Global Artificial Intelligence in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 28. Global Artificial Intelligence in Retail Revenue Share by Application (2017-2022)
Table 29. Global Artificial Intelligence in Retail Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 30. Global Artificial Intelligence in Retail Revenue Share by Application (2023-2028)
Table 31. North America Artificial Intelligence in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 32. North America Artificial Intelligence in Retail Market Size by Type (2023-2028) & (US$ Million)
Table 33. North America Artificial Intelligence in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 34. North America Artificial Intelligence in Retail Market Size by Application (2023-2028) & (US$ Million)
Table 35. North America Artificial Intelligence in Retail Market Size by Country (2017-2022) & (US$ Million)
Table 36. North America Artificial Intelligence in Retail Market Size by Country (2023-2028) & (US$ Million)
Table 37. Europe Artificial Intelligence in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 38. Europe Artificial Intelligence in Retail Market Size by Type (2023-2028) & (US$ Million)
Table 39. Europe Artificial Intelligence in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 40. Europe Artificial Intelligence in Retail Market Size by Application (2023-2028) & (US$ Million)
Table 41. Europe Artificial Intelligence in Retail Market Size by Country (2017-2022) & (US$ Million)
Table 42. Europe Artificial Intelligence in Retail Market Size by Country (2023-2028) & (US$ Million)
Table 43. Asia Pacific Artificial Intelligence in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 44. Asia Pacific Artificial Intelligence in Retail Market Size by Type (2023-2028) & (US$ Million)
Table 45. Asia Pacific Artificial Intelligence in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 46. Asia Pacific Artificial Intelligence in Retail Market Size by Application (2023-2028) & (US$ Million)
Table 47. Asia Pacific Artificial Intelligence in Retail Market Size by Region (2017-2022) & (US$ Million)
Table 48. Asia Pacific Artificial Intelligence in Retail Market Size by Region (2023-2028) & (US$ Million)
Table 49. Latin America Artificial Intelligence in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 50. Latin America Artificial Intelligence in Retail Market Size by Type (2023-2028) & (US$ Million)
Table 51. Latin America Artificial Intelligence in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 52. Latin America Artificial Intelligence in Retail Market Size by Application (2023-2028) & (US$ Million)
Table 53. Latin America Artificial Intelligence in Retail Market Size by Country (2017-2022) & (US$ Million)
Table 54. Latin America Artificial Intelligence in Retail Market Size by Country (2023-2028) & (US$ Million)
Table 55. Middle East and Africa Artificial Intelligence in Retail Market Size by Type (2017-2022) & (US$ Million)
Table 56. Middle East and Africa Artificial Intelligence in Retail Market Size by Type (2023-2028) & (US$ Million)
Table 57. Middle East and Africa Artificial Intelligence in Retail Market Size by Application (2017-2022) & (US$ Million)
Table 58. Middle East and Africa Artificial Intelligence in Retail Market Size by Application (2023-2028) & (US$ Million)
Table 59. Middle East and Africa Artificial Intelligence in Retail Market Size by Country (2017-2022) & (US$ Million)
Table 60. Middle East and Africa Artificial Intelligence in Retail Market Size by Country (2023-2028) & (US$ Million)
Table 61. IBM Company Details
Table 62. IBM Business Overview
Table 63. IBM Artificial Intelligence in Retail Product
Table 64. IBM Revenue in Artificial Intelligence in Retail Business (2017-2022) & (US$ Million)
Table 65. IBM Recent Developments
Table 66. Microsoft Company Details
Table 67. Microsoft Business Overview
Table 68. Microsoft Artificial Intelligence in Retail Product
Table 69. Microsoft Revenue in Artificial Intelligence in Retail Business (2017-2022) & (US$ Million)
Table 70. Microsoft Recent Developments
Table 71. Nvidia Company Details
Table 72. Nvidia Business Overview
Table 73. Nvidia Artificial Intelligence in Retail Product
Table 74. Nvidia Revenue in Artificial Intelligence in Retail Business (2017-2022) & (US$ Million)
Table 75. Nvidia Recent Developments
Table 76. Amazon Web Services Company Details
Table 77. Amazon Web Services Business Overview
Table 78. Amazon Web Services Artificial Intelligence in Retail Product
Table 79. Amazon Web Services Revenue in Artificial Intelligence in Retail Business (2017-2022) & (US$ Million)
Table 80. Amazon Web Services Recent Developments
Table 81. Oracle Company Details
Table 82. Oracle Business Overview
Table 83. Oracle Artificial Intelligence in Retail Product
Table 84. Oracle Revenue in Artificial Intelligence in Retail Business (2017-2022) & (US$ Million)
Table 85. Oracle Recent Developments
Table 86. SAP Company Details
Table 87. SAP Business Overview
Table 88. SAP Artificial Intelligence in Retail Product
Table 89. SAP Revenue in Artificial Intelligence in Retail Business (2017-2022) & (US$ Million)
Table 90. SAP Recent Developments
Table 91. Intel Company Details
Table 92. Intel Business Overview
Table 93. Intel Artificial Intelligence in Retail Product
Table 94. Intel Revenue in Artificial Intelligence in Retail Business (2017-2022) & (US$ Million)
Table 95. Intel Recent Developments
Table 96. Google Company Details
Table 97. Google Business Overview
Table 98. Google Artificial Intelligence in Retail Product
Table 99. Google Revenue in Artificial Intelligence in Retail Business (2017-2022) & (US$ Million)
Table 100. Google Recent Developments
Table 101. Sentient Technologies Company Details
Table 102. Sentient Technologies Business Overview
Table 103. Sentient Technologies Artificial Intelligence in Retail Product
Table 104. Sentient Technologies Revenue in Artificial Intelligence in Retail Business (2017-2022) & (US$ Million)
Table 105. Sentient Technologies Recent Developments
Table 106. Salesforce Company Details
Table 107. Salesforce Business Overview
Table 108. Salesforce Artificial Intelligence in Retail Product
Table 109. Salesforce Revenue in Artificial Intelligence in Retail Business (2017-2022) & (US$ Million)
Table 110. Salesforce Recent Developments
Table 111. Visenze Company Details
Table 112. Visenze Business Overview
Table 113. Visenze Artificial Intelligence in Retail Product
Table 114. Visenze Revenue in Artificial Intelligence in Retail Business (2017-2022) & (US$ Million)
Table 115. Visenze Recent Developments
Table 116. Research Programs/Design for This Report
Table 117. Key Data Information from Secondary Sources
Table 118. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Artificial Intelligence in Retail Market Share by Type: 2021 VS 2028
Figure 2. Cloud Features
Figure 3. On-Premises Features
Figure 4. Global Artificial Intelligence in Retail Market Share by Application: 2021 VS 2028
Figure 5. Predictive Merchandising Case Studies
Figure 6. Programmatic Advertising Case Studies
Figure 7. Market Forecasting Case Studies
Figure 8. In-Store Visual Monitoring and Surveillance Case Studies
Figure 9. Location-Based Marketing Case Studies
Figure 10. Others Case Studies
Figure 11. Artificial Intelligence in Retail Report Years Considered
Figure 12. Global Artificial Intelligence in Retail Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 13. Global Artificial Intelligence in Retail Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 14. Global Artificial Intelligence in Retail Market Share by Region: 2021 VS 2028
Figure 15. Global Artificial Intelligence in Retail Market Share by Players in 2021
Figure 16. Global Top Artificial Intelligence in Retail Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Artificial Intelligence in Retail as of 2021)
Figure 17. The Top 10 and 5 Players Market Share by Artificial Intelligence in Retail Revenue in 2021
Figure 18. North America Artificial Intelligence in Retail Market Size YoY (2017-2028) & (US$ Million)
Figure 19. North America Artificial Intelligence in Retail Market Size Market Share by Type (2017-2028)
Figure 20. North America Artificial Intelligence in Retail Market Size Market Share by Application (2017-2028)
Figure 21. North America Artificial Intelligence in Retail Market Size Share by Country (2017-2028)
Figure 22. United States Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 23. Canada Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 24. Europe Artificial Intelligence in Retail Market Size YoY (2017-2028) & (US$ Million)
Figure 25. Europe Artificial Intelligence in Retail Market Size Market Share by Type (2017-2028)
Figure 26. Europe Artificial Intelligence in Retail Market Size Market Share by Application (2017-2028)
Figure 27. Europe Artificial Intelligence in Retail Market Size Share by Country (2017-2028)
Figure 28. Germany Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. France Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. U.K. Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 31. Italy Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 32. Russia Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 33. Nordic Countries Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 34. Asia-Pacific Artificial Intelligence in Retail Market Size YoY (2017-2028) & (US$ Million)
Figure 35. Asia Pacific Artificial Intelligence in Retail Market Size Market Share by Type (2017-2028)
Figure 36. Asia Pacific Artificial Intelligence in Retail Market Size Market Share by Application (2017-2028)
Figure 37. Asia Pacific Artificial Intelligence in Retail Market Size Share by Region (2017-2028)
Figure 38. China Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. Japan Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 40. South Korea Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 41. Southeast Asia Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 42. India Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 43. Australia Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
List of Figures
Figure 44. Latin America Artificial Intelligence in Retail Market Size YoY (2017-2028) & (US$ Million)
Figure 45. Latin America Artificial Intelligence in Retail Market Size Market Share by Type (2017-2028)
Figure 46. Latin America Artificial Intelligence in Retail Market Size Market Share by Application (2017-2028)
Figure 47. Latin America Artificial Intelligence in Retail Market Size Share by Country (2017-2028)
Figure 48. Mexico Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 49. Brazil Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 50. Middle East & Africa Artificial Intelligence in Retail Market Size YoY (2017-2028) & (US$ Million)
Figure 51. Middle East and Africa Artificial Intelligence in Retail Market Size Market Share by Type (2017-2028)
Figure 52. Middle East and Africa Artificial Intelligence in Retail Market Size Market Share by Application (2017-2028)
Figure 53. Middle East and Africa Artificial Intelligence in Retail Market Size Share by Country (2017-2028)
Figure 54. Turkey Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 55. Saudi Arabia Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 56. UAE Artificial Intelligence in Retail Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 57. IBM Revenue Growth Rate in Artificial Intelligence in Retail Business (2017-2022)
Figure 58. Microsoft Revenue Growth Rate in Artificial Intelligence in Retail Business (2017-2022)
Figure 59. Nvidia Revenue Growth Rate in Artificial Intelligence in Retail Business (2017-2022)
Figure 60. Amazon Web Services Revenue Growth Rate in Artificial Intelligence in Retail Business (2017-2022)
Figure 61. Oracle Revenue Growth Rate in Artificial Intelligence in Retail Business (2017-2022)
Figure 62. SAP Revenue Growth Rate in Artificial Intelligence in Retail Business (2017-2022)
Figure 63. Intel Revenue Growth Rate in Artificial Intelligence in Retail Business (2017-2022)
Figure 64. Google Revenue Growth Rate in Artificial Intelligence in Retail Business (2017-2022)
Figure 65. Sentient Technologies Revenue Growth Rate in Artificial Intelligence in Retail Business (2017-2022)
Figure 66. Salesforce Revenue Growth Rate in Artificial Intelligence in Retail Business (2017-2022)
Figure 67. Visenze Revenue Growth Rate in Artificial Intelligence in Retail Business (2017-2022)
Figure 68. Bottom-up and Top-down Approaches for This Report
Figure 69. Data Triangulation
Figure 70. Key Executives Interviewed

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.