According to Market IntelliX Research, the global market for Artificial Intelligence for Retail should grow from US$ million in 2024 to US$ million by 2030, with a CAGR of % for the period of 2024-2030.

By country, China accounted for percent of the global market last year and China’s market share increased from percent to percent. China Artificial Intelligence for Retail market should grow from US$ million in 2024 to US$ million by 2030, with a CAGR of % for the period of 2024-2030. The United States Artificial Intelligence for Retail market should grow from US$ million in 2024 to US$ million by 2030, with a CAGR of % for the period of 2024-2030.

By segment, SMEs grew percent to account for percent of the total market sales, and Large Enterprise grew percent.

This report studies and analyses global Artificial Intelligence for Retail status and future trends, to help determine the Artificial Intelligence for Retail market size of the total market opportunity by Type, by Application, by company, and by region & country. This report is a detailed and comprehensive analysis of the world market for Artificial Intelligence for Retail, and provides market size (US$ million) and Year-over-Year growth, considering 2024 as the base year.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

To assess the competitive environment within the market including supplier revenue, market share, and company profiles.

Highlights

(1) Global Artificial Intelligence for Retail market size, history data 2019-2024, and forecast data 2024-2030, (US$ million)

(2) Global Artificial Intelligence for Retail by company, revenue, market share and industry ranking 2019-2024, (US$ million)

(3) China Artificial Intelligence for Retail by company, revenue, market share and industry ranking 2019-2024, (US$ million)

(4) Global Artificial Intelligence for Retail key consuming regions, consumption value and demand structure

(5) Artificial Intelligence for Retail industry chains, upstream, midstream and downstream

Market segment by players, this report covers

Intel

Hitachi Solutions

Accenture

DataRobot

Alibaba Cloud

Microsoft AI

Fujitsu

AWS

Huawei

Oracle

Google Cloud

Haystream

Habana

IBM

SymphonyAI

NVIDIA

SAP Industry

Salesforce Inc.

Market segment by Type, covers

Cloud-based

On-Premises

Market segment by Application, can be divided into

SMEs

Large Enterprise

Market segment by regions, regional analysis covers

North America (United States, Canada, and Mexico)

Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)

Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia, and Rest of Asia-Pacific)

South America (Brazil, Rest of South America)

Middle East & Africa

Report Includes:

Chapter 1: to describe Artificial Intelligence for Retail product scope, global consumption value, China consumption value, development opportunities, challenges, trends, and policies.

Chapter 2: Global Artificial Intelligence for Retail market share and ranking of major manufacturers, revenue, 2019-2024

Chapter 3: China Artificial Intelligence for Retail market share and ranking of major manufacturers, revenue, 2019-2024

Chapter 4: Artificial Intelligence for Retail industry chain, upstream, medium-stream, and downstream.

Chapter 5: Segment by Type, consumption value, percent & CAGR, 2019-2030

Chapter 6: Segment by Application, consumption value, percent & CAGR, 2019-2030

Chapter 7: Segment in regional level, consumption value, percent & CAGR, 2019-2030

Chapter 8: Segment in country level, consumption value, percent & CAGR, 2019-2030

Chapter 9: Company profile, introducing the basic situation of the main companies in the market in detail, including product specifications, application, recent development, revenue, gross margin.

Chapter 10: Conclusions

1 Market Overview

1.1 Artificial Intelligence for Retail Definition

1.2 Global Artificial Intelligence for Retail Market Size and Forecast

1.3 China Artificial Intelligence for Retail Market Size and Forecast

1.4 China Percentage in Global Market

1.5 Artificial Intelligence for Retail Market Size: China VS Global Growth Rate, 2019-2030

1.6 Artificial Intelligence for Retail Market Dynamics

1.6.1 Artificial Intelligence for Retail Market Drivers

1.6.2 Artificial Intelligence for Retail Market Restraints

1.6.3 Artificial Intelligence for Retail Industry Trends

1.6.4 Artificial Intelligence for Retail Industry Policy

2 Global Leading Players and Market Share

2.1 By Revenue of Artificial Intelligence for Retail, Global Market Share by Company, 2019-2024

2.2 Global Artificial Intelligence for Retail Participants, Market Position (Tier 1, Tier 2, and Tier 3)

2.3 Global Artificial Intelligence for Retail Concentration Ratio

2.4 Global Artificial Intelligence for Retail Mergers & Acquisitions, Expansion Plans

2.5 Global Artificial Intelligence for Retail Major Companies Product Type

2.6 Head Office and Artificial Intelligence for Retail Production Site of Key Manufacturer

3 China Leading Players, Market Share and Ranking

3.1 By Revenue of Artificial Intelligence for Retail, China Market Share by Company, 2019-2024

3.2 China Artificial Intelligence for Retail Participants, Market Position (Tier 1, Tier 2, and Tier 3)

4 Industry Chain Analysis

4.1 Artificial Intelligence for Retail Industry Chain

4.2 Artificial Intelligence for Retail Upstream Analysis

4.2.1 Artificial Intelligence for Retail Core Raw Materials

4.2.2 Main Manufacturers of Artificial Intelligence for Retail Core Raw Materials

4.3 Midstream Analysis

4.4 Downstream Analysis

4.5 Artificial Intelligence for Retail Production Mode

4.6 Artificial Intelligence for Retail Procurement Model

4.7 Artificial Intelligence for Retail Industry Sales Model and Sales Channels

4.7.1 Artificial Intelligence for Retail Sales Model

4.7.2 Artificial Intelligence for Retail Typical Distributors

5 Sights by Type

5.1 Artificial Intelligence for Retail Classification

5.1.1 Cloud-based

5.1.2 On-Premises

5.2 By Type, Global Artificial Intelligence for Retail Consumption Value & CAGR, 2019 VS 2024 VS 2030

5.3 By Type, Global Artificial Intelligence for Retail Consumption Value, 2019-2030

6 Sights by Application

6.1 Artificial Intelligence for Retail Segment by Application

6.1.1 SMEs

6.1.2 Large Enterprise

6.2 By Application, Global Artificial Intelligence for Retail Consumption Value & CAGR, 2019 VS 2024 VS 2030

6.3 By Application, Global Artificial Intelligence for Retail Consumption Value, 2019-2030

7 Sales Sights by Region

7.1 By Region, Global Artificial Intelligence for Retail Consumption Value, 2019 VS 2024 VS 2030

7.2 By Region, Global Artificial Intelligence for Retail Consumption Value, 2019-2030

7.3 North America

7.3.1 North America Artificial Intelligence for Retail & Forecasts, 2019-2030

7.3.2 By Country, North America Artificial Intelligence for Retail Market Size Market Share

7.4 Europe

7.4.1 Europe Artificial Intelligence for Retail Market Size & Forecasts, 2019-2030

7.4.2 By Country, Europe Artificial Intelligence for Retail Market Size Market Share

7.5 Asia Pacific

7.5.1 Asia Pacific Artificial Intelligence for Retail Market Size & Forecasts, 2019-2030

7.5.2 By Country/Region, Asia Pacific Artificial Intelligence for Retail Market Size Market Share

7.6 South America

7.6.1 South America Artificial Intelligence for Retail Market Size & Forecasts, 2019-2030

7.6.2 By Country, South America Artificial Intelligence for Retail Market Size Market Share

7.7 Middle East & Africa

8 Sales Sights by Country Level

8.1 By Country, Global Artificial Intelligence for Retail Market Size & CAGR, 2019 VS 2024 VS 2030

8.2 By Country, Global Artificial Intelligence for Retail Consumption Value, 2019-2030

8.3 U.S.

8.3.1 U.S. Artificial Intelligence for Retail Market Size, 2019-2030

8.3.2 By Type, U.S. Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.3.3 By Application, U.S. Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.4 Europe

8.4.1 Europe Artificial Intelligence for Retail Market Size, 2019-2030

8.4.2 By Type, Europe Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.4.3 By Application, Europe Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.5 China

8.5.1 China Artificial Intelligence for Retail Market Size, 2019-2030

8.5.2 By Type, China Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.5.3 By Application, China Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.6 Japan

8.6.1 Japan Artificial Intelligence for Retail Market Size, 2019-2030

8.6.2 By Type, Japan Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.6.3 By Application, Japan Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.7 South Korea

8.7.1 South Korea Artificial Intelligence for Retail Market Size, 2019-2030

8.7.2 By Type, South Korea Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.7.3 By Application, South Korea Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.8 Southeast Asia

8.8.1 Southeast Asia Artificial Intelligence for Retail Market Size, 2019-2030

8.8.2 By Type, Southeast Asia Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.8.3 By Application, Southeast Asia Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.9 India

8.9.1 India Artificial Intelligence for Retail Market Size, 2019-2030

8.9.2 By Type, India Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.9.3 By Application, India Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.10 Middle East & Africa

8.10.1 Middle East & Africa Artificial Intelligence for Retail Market Size, 2019-2030

8.10.2 By Type, Middle East & Africa Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

8.10.3 By Application, Middle East & Africa Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

9 Company Profile

9.1 Intel

9.1.1 Intel Company Information, Head Office, Market Area and Industry Position

9.1.2 Intel Company Profile and Main Business

9.1.3 Intel Artificial Intelligence for Retail Models, Specifications and Application

9.1.4 Intel Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.1.5 Intel Recent Developments

9.2 Hitachi Solutions

9.2.1 Hitachi Solutions Company Information, Head Office, Market Area and Industry Position

9.2.2 Hitachi Solutions Company Profile and Main Business

9.2.3 Hitachi Solutions Artificial Intelligence for Retail Models, Specifications and Application

9.2.4 Hitachi Solutions Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.2.5 Hitachi Solutions Recent Developments

9.3 Accenture

9.3.1 Accenture Company Information, Head Office, Market Area and Industry Position

9.3.2 Accenture Company Profile and Main Business

9.3.3 Accenture Artificial Intelligence for Retail Models, Specifications and Application

9.3.4 Accenture Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.3.5 Accenture Recent Developments

9.4 DataRobot

9.4.1 DataRobot Company Information, Head Office, Market Area and Industry Position

9.4.2 DataRobot Company Profile and Main Business

9.4.3 DataRobot Artificial Intelligence for Retail Models, Specifications and Application

9.4.4 DataRobot Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.4.5 DataRobot Recent Developments

9.5 Alibaba Cloud

9.5.1 Alibaba Cloud Company Information, Head Office, Market Area and Industry Position

9.5.2 Alibaba Cloud Company Profile and Main Business

9.5.3 Alibaba Cloud Artificial Intelligence for Retail Models, Specifications and Application

9.5.4 Alibaba Cloud Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.5.5 Alibaba Cloud Recent Developments

9.6 Microsoft AI

9.6.1 Microsoft AI Company Information, Head Office, Market Area and Industry Position

9.6.2 Microsoft AI Company Profile and Main Business

9.6.3 Microsoft AI Artificial Intelligence for Retail Models, Specifications and Application

9.6.4 Microsoft AI Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.6.5 Microsoft AI Recent Developments

9.7 Fujitsu

9.7.1 Fujitsu Company Information, Head Office, Market Area and Industry Position

9.7.2 Fujitsu Company Profile and Main Business

9.7.3 Fujitsu Artificial Intelligence for Retail Models, Specifications and Application

9.7.4 Fujitsu Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.7.5 Fujitsu Recent Developments

9.8 AWS

9.8.1 AWS Company Information, Head Office, Market Area and Industry Position

9.8.2 AWS Company Profile and Main Business

9.8.3 AWS Artificial Intelligence for Retail Models, Specifications and Application

9.8.4 AWS Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.8.5 AWS Recent Developments

9.9 Huawei

9.9.1 Huawei Company Information, Head Office, Market Area and Industry Position

9.9.2 Huawei Company Profile and Main Business

9.9.3 Huawei Artificial Intelligence for Retail Models, Specifications and Application

9.9.4 Huawei Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.9.5 Huawei Recent Developments

9.10 Oracle

9.10.1 Oracle Company Information, Head Office, Market Area and Industry Position

9.10.2 Oracle Company Profile and Main Business

9.10.3 Oracle Artificial Intelligence for Retail Models, Specifications and Application

9.10.4 Oracle Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.10.5 Oracle Recent Developments

9.11 Google Cloud

9.11.1 Google Cloud Company Information, Head Office, Market Area and Industry Position

9.11.2 Google Cloud Company Profile and Main Business

9.11.3 Google Cloud Artificial Intelligence for Retail Models, Specifications and Application

9.11.4 Google Cloud Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.11.5 Google Cloud Recent Developments

9.12 Haystream

9.12.1 Haystream Company Information, Head Office, Market Area and Industry Position

9.12.2 Haystream Company Profile and Main Business

9.12.3 Haystream Artificial Intelligence for Retail Models, Specifications and Application

9.12.4 Haystream Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.12.5 Haystream Recent Developments

9.13 Habana

9.13.1 Habana Company Information, Head Office, Market Area and Industry Position

9.13.2 Habana Company Profile and Main Business

9.13.3 Habana Artificial Intelligence for Retail Models, Specifications and Application

9.13.4 Habana Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.13.5 Habana Recent Developments

9.14 IBM

9.14.1 IBM Company Information, Head Office, Market Area and Industry Position

9.14.2 IBM Company Profile and Main Business

9.14.3 IBM Artificial Intelligence for Retail Models, Specifications and Application

9.14.4 IBM Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.14.5 IBM Recent Developments

9.15 SymphonyAI

9.15.1 SymphonyAI Company Information, Head Office, Market Area and Industry Position

9.15.2 SymphonyAI Company Profile and Main Business

9.15.3 SymphonyAI Artificial Intelligence for Retail Models, Specifications and Application

9.15.4 SymphonyAI Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.15.5 SymphonyAI Recent Developments

9.16 NVIDIA

9.16.1 NVIDIA Company Information, Head Office, Market Area and Industry Position

9.16.2 NVIDIA Company Profile and Main Business

9.16.3 NVIDIA Artificial Intelligence for Retail Models, Specifications and Application

9.16.4 NVIDIA Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.16.5 NVIDIA Recent Developments

9.17 SAP Industry

9.17.1 SAP Industry Company Information, Head Office, Market Area and Industry Position

9.17.2 SAP Industry Company Profile and Main Business

9.17.3 SAP Industry Artificial Intelligence for Retail Models, Specifications and Application

9.17.4 SAP Industry Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.17.5 SAP Industry Recent Developments

9.18 Salesforce Inc.

9.18.1 Salesforce Inc. Company Information, Head Office, Market Area and Industry Position

9.18.2 Salesforce Inc. Company Profile and Main Business

9.18.3 Salesforce Inc. Artificial Intelligence for Retail Models, Specifications and Application

9.18.4 Salesforce Inc. Artificial Intelligence for Retail Revenue and Gross Margin, 2019-2024

9.18.5 Salesforce Inc. Recent Developments

10 Conclusion

11 Appendix

11.1 Research Methodology

11.2 Data Source

11.2.1 Secondary Sources

11.2.2 Primary Sources

11.3 Market Estimation Model

11.4 Disclaimer

Table 1. Artificial Intelligence for Retail Consumption Value & CAGR: China VS Global, 2019-2030, US$ Million

Table 2. Artificial Intelligence for Retail Market Restraints

Table 3. Artificial Intelligence for Retail Market Trends

Table 4. Artificial Intelligence for Retail Industry Policy

Table 5. Global Artificial Intelligence for Retail Revenue by Company, 2019-2024, US$ million, Ranked Based on Revenue in 2024

Table 6. Global Artificial Intelligence for Retail Revenue Share by Company, 2019-2024, Ranked by Data of 2024

Table 7. Global Artificial Intelligence for Retail Manufacturers Market Concentration Ratio (CR3 and HHI)

Table 8. Global Artificial Intelligence for Retail Mergers & Acquisitions, Expansion Plans

Table 9. Global Artificial Intelligence for Retail Major Companies Product Type

Table 10. Head Office and Area Served of Key Players

Table 11. China Artificial Intelligence for Retail Revenue by Company, 2019-2024, US$ million, Ranked Based on Revenue in 2024

Table 12. China Artificial Intelligence for Retail Revenue Market Share by Company, 2019-2024

Table 13. Global Key Players of Artificial Intelligence for Retail Upstream (Raw Materials)

Table 14. Global Artificial Intelligence for Retail Typical Customers

Table 15. Artificial Intelligence for Retail Typical Distributors

Table 16. By Type, Global Artificial Intelligence for Retail Consumption Value & CAGR, 2019 VS 2024 VS 2030, US$ Million

Table 17. By Application, Global Artificial Intelligence for Retail Consumption Value & CAGR, 2019 VS 2024 VS 2030, US$ Million

Table 18. By Region, Global Artificial Intelligence for Retail Consumption Value, 2019 VS 2024 VS 2030, US$ Million

Table 19. By Region, Global Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Table 20. By Country, Global Artificial Intelligence for Retail Consumption Value & CAGR, 2019 VS 2024 VS 2030, US$ Million

Table 21. By Country, Global Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Table 22. By Country, Global Artificial Intelligence for Retail Consumption Value Market Share, 2019-2030

Table 23. Intel Company Information, Head Office, Market Area and Industry Position

Table 24. Intel Company Profile and Main Business

Table 25. Intel Artificial Intelligence for Retail Models, Specifications, and Application

Table 26. Intel Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 27. Intel Recent Developments

Table 28. Hitachi Solutions Company Information, Head Office, Market Area and Industry Position

Table 29. Hitachi Solutions Company Profile and Main Business

Table 30. Hitachi Solutions Artificial Intelligence for Retail Models, Specifications, and Application

Table 31. Hitachi Solutions Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 32. Hitachi Solutions Recent Developments

Table 33. Accenture Company Information, Head Office, Market Area and Industry Position

Table 34. Accenture Company Profile and Main Business

Table 35. Accenture Artificial Intelligence for Retail Models, Specifications, and Application

Table 36. Accenture Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 37. Accenture Recent Developments

Table 38. DataRobot Company Information, Head Office, Market Area and Industry Position

Table 39. DataRobot Company Profile and Main Business

Table 40. DataRobot Artificial Intelligence for Retail Models, Specifications, and Application

Table 41. DataRobot Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 42. DataRobot Recent Developments

Table 43. Alibaba Cloud Company Information, Head Office, Market Area and Industry Position

Table 44. Alibaba Cloud Company Profile and Main Business

Table 45. Alibaba Cloud Artificial Intelligence for Retail Models, Specifications, and Application

Table 46. Alibaba Cloud Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 47. Alibaba Cloud Recent Developments

Table 48. Microsoft AI Company Information, Head Office, Market Area and Industry Position

Table 49. Microsoft AI Company Profile and Main Business

Table 50. Microsoft AI Artificial Intelligence for Retail Models, Specifications, and Application

Table 51. Microsoft AI Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 52. Microsoft AI Recent Developments

Table 53. Fujitsu Company Information, Head Office, Market Area and Industry Position

Table 54. Fujitsu Company Profile and Main Business

Table 55. Fujitsu Artificial Intelligence for Retail Models, Specifications, and Application

Table 56. Fujitsu Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 57. Fujitsu Recent Developments

Table 58. AWS Company Information, Head Office, Market Area and Industry Position

Table 59. AWS Company Profile and Main Business

Table 60. AWS Artificial Intelligence for Retail Models, Specifications, and Application

Table 61. AWS Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 62. AWS Recent Developments

Table 63. Huawei Company Information, Head Office, Market Area and Industry Position

Table 64. Huawei Company Profile and Main Business

Table 65. Huawei Artificial Intelligence for Retail Models, Specifications, and Application

Table 66. Huawei Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 67. Huawei Recent Developments

Table 68. Oracle Company Information, Head Office, Market Area and Industry Position

Table 69. Oracle Company Profile and Main Business

Table 70. Oracle Artificial Intelligence for Retail Models, Specifications, and Application

Table 71. Oracle Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 72. Oracle Recent Developments

Table 73. Google Cloud Company Information, Head Office, Market Area and Industry Position

Table 74. Google Cloud Company Profile and Main Business

Table 75. Google Cloud Artificial Intelligence for Retail Models, Specifications, and Application

Table 76. Google Cloud Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 77. Google Cloud Recent Developments

Table 78. Haystream Company Information, Head Office, Market Area and Industry Position

Table 79. Haystream Company Profile and Main Business

Table 80. Haystream Artificial Intelligence for Retail Models, Specifications, and Application

Table 81. Haystream Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 82. Haystream Recent Developments

Table 83. Habana Company Information, Head Office, Market Area and Industry Position

Table 84. Habana Company Profile and Main Business

Table 85. Habana Artificial Intelligence for Retail Models, Specifications, and Application

Table 86. Habana Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 87. Habana Recent Developments

Table 88. IBM Company Information, Head Office, Market Area and Industry Position

Table 89. IBM Company Profile and Main Business

Table 90. IBM Artificial Intelligence for Retail Models, Specifications, and Application

Table 91. IBM Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 92. IBM Recent Developments

Table 93. SymphonyAI Company Information, Head Office, Market Area and Industry Position

Table 94. SymphonyAI Company Profile and Main Business

Table 95. SymphonyAI Artificial Intelligence for Retail Models, Specifications, and Application

Table 96. SymphonyAI Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 97. SymphonyAI Recent Developments

Table 98. NVIDIA Company Information, Head Office, Market Area and Industry Position

Table 99. NVIDIA Company Profile and Main Business

Table 100. NVIDIA Artificial Intelligence for Retail Models, Specifications, and Application

Table 101. NVIDIA Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 102. NVIDIA Recent Developments

Table 103. SAP Industry Company Information, Head Office, Market Area and Industry Position

Table 104. SAP Industry Company Profile and Main Business

Table 105. SAP Industry Artificial Intelligence for Retail Models, Specifications, and Application

Table 106. SAP Industry Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 107. SAP Industry Recent Developments

Table 108. Salesforce Inc. Company Information, Head Office, Market Area and Industry Position

Table 109. Salesforce Inc. Company Profile and Main Business

Table 110. Salesforce Inc. Artificial Intelligence for Retail Models, Specifications, and Application

Table 111. Salesforce Inc. Artificial Intelligence for Retail Revenue and Gross Margin, US$ Million, 2019-2024

Table 112. Salesforce Inc. Recent Developments

List of Figures

Figure 1. Artificial Intelligence for Retail Picture

Figure 2. Global Artificial Intelligence for Retail Consumption Value, (US$ million) & (2019-2030)

Figure 3. China Artificial Intelligence for Retail Consumption Value, (US$ million) & (2019-2030)

Figure 4. By Consumption Value, China Artificial Intelligence for Retail Market Share of Global, 2019-2030

Figure 5. Global Artificial Intelligence for Retail Market Share by Company, (Tier 1, Tier 2, and Tier 3), 2024

Figure 6. China Artificial Intelligence for Retail Key Participants, Market Share, 2024

Figure 7. Artificial Intelligence for Retail Industry Chain

Figure 8. Artificial Intelligence for Retail Procurement Model

Figure 9. Artificial Intelligence for Retail Sales Model

Figure 10. Artificial Intelligence for Retail Sales Channels, Direct Sales, and Distribution

Figure 11. Cloud-based

Figure 12. On-Premises

Figure 13. By Type, Global Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Figure 14. By Type, Global Artificial Intelligence for Retail Consumption Value Market Share, 2019-2030

Figure 15. SMEs

Figure 16. Large Enterprise

Figure 17. By Application, Global Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Figure 18. By Application, Global Artificial Intelligence for Retail Consumption Value Market Share, 2019-2030

Figure 19. By Region, Global Artificial Intelligence for Retail Consumption Value Market Share, 2019-2030

Figure 20. North America Artificial Intelligence for Retail Consumption Value & Forecasts, 2019-2030, US$ Million

Figure 21. By Country, North America Artificial Intelligence for Retail Consumption Value Market Share, 2024

Figure 22. Europe Artificial Intelligence for Retail Consumption Value & Forecasts, 2019-2030, US$ Million

Figure 23. By Country, Europe Artificial Intelligence for Retail Consumption Value Market Share, 2024

Figure 24. Asia Pacific Artificial Intelligence for Retail Consumption Value & Forecasts, 2019-2030, US$ Million

Figure 25. By Country/Region, Asia Pacific Artificial Intelligence for Retail Consumption Value Market Share, 2024

Figure 26. South America Artificial Intelligence for Retail Consumption Value & Forecasts, 2019-2030, US$ Million

Figure 27. By Country, South America Artificial Intelligence for Retail Consumption Value Market Share, 2024

Figure 28. Middle East & Africa Artificial Intelligence for Retail Consumption Value & Forecasts, 2019-2030, US$ Million

Figure 29. U.S. Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Figure 30. By Type, U.S. Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 31. By Application, U.S. Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 32. Europe Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Figure 33. By Type, Europe Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 34. By Application, Europe Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 35. China Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Figure 36. By Type, China Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 37. By Application, China Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 38. Japan Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Figure 39. By Type, Japan Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 40. By Application, Japan Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 41. South Korea Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Figure 42. By Type, South Korea Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 43. By Application, South Korea Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 44. Southeast Asia Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Figure 45. By Type, Southeast Asia Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 46. By Application, Southeast Asia Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 47. India Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Figure 48. By Type, India Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 49. By Application, India Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 50. Middle East & Africa Artificial Intelligence for Retail Consumption Value, 2019-2030, US$ Million

Figure 51. By Type, Middle East & Africa Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 52. By Application, Middle East & Africa Artificial Intelligence for Retail Consumption Value Market Share, 2024 VS 2030

Figure 53. Research Methodology

Figure 54. Breakdown of Primary Interviews

Figure 55. Bottom-up and Top-down Approaches

Figure 56. Top-down Approaches

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)