According to Market IntelliX Research, the global market for Artificial Intelligence (AI) in Retail should grow from US$ million in 2023 to US$ million by 2030, with a CAGR of % for the period of 2024-2030.

China Artificial Intelligence (AI) in Retail market should grow from US$ million in 2023 to US$ million by 2030, with a CAGR of % for the period of 2024-2030.

The United States Artificial Intelligence (AI) in Retail market should grow from US$ million in 2023 to US$ million by 2030, with a CAGR of % for the period of 2024-2030.

In terms of type, Machine Learning segment holds a share about % in 2023 and will reach % in 2030; while in terms of application, Automated Merchandising has a share approximately % in 2023 and will grow at a CAGR % during 2024 and 2030.

The global key manufacturers of Artificial Intelligence (AI) in Retail include Oracle Corporation, Amazon Web Services (AwS), BloomReach lnc, BMCorporation, Intel Corporation, Interactions LLC, Microsoft Corporation, Nvidia Corporation and RetailNext Inc, etc. In 2023, the global top five players hold a share approximately % in terms of revenue.

AI helps retailers improve demand forecasting, make pricing decisions, and optimize product placement. As a result, customers connect with the right products, in the right place, at the right time. Predictive analytics can help you order the right amount of stock so that stores won't end up with too much or too little.

This report aims to provide a comprehensive study of the global market for Artificial Intelligence (AI) in Retail. Report Highlights:

(1) Global Artificial Intelligence (AI) in Retail market size (value),history data from 2019-2024 and forecast data from 2024 to 2030.

(2) Global Artificial Intelligence (AI) in Retail market competitive situation, revenue and market share, from 2018 to 2022.

(3) China Artificial Intelligence (AI) in Retail market competitive situation, revenue and market share, from 2018 to 2022.

(4) Global Artificial Intelligence (AI) in Retail segment by region (or country), key regions cover the United States, Europe, Japan, South Korea, Southeast Asia and India, etc.

(5) Global Artificial Intelligence (AI) in Retail segment by type and by application and regional segment by type and by application.

(6) Artificial Intelligence (AI) in Retail industry supply chain, upstream, midstream and downstream analysis.

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

Market segment by type, covers

Machine Learning

Natural Language Processing(NLP)

Computer Vision

Others

Market segment by application, can be divided into

Automated Merchandising

Programmatic Advertising

Market Forecasting

In Store Al & Location Optimization

Data Science

Others

Market segment by players, this report covers

Oracle Corporation

Amazon Web Services (AwS)

BloomReach lnc

BMCorporation

Intel Corporation

Interactions LLC

Microsoft Corporation

Nvidia Corporation

RetailNext Inc

Next IT Corp.

InbentaTechnologies,

Salesforce.com Inc.

Lexalytics lnc

SAP SE

Sentient Technologies

Google Inc.

CognitveScale lnc.

Visenze

Baidu lnc.

Symbotic.

1 Market Overview

1.1 Product Overview and Scope of Artificial Intelligence (AI) in Retail

1.2 Global Artificial Intelligence (AI) in Retail Market Size and Forecast

1.3 China Artificial Intelligence (AI) in Retail Market Size and Forecast

1.4 China Market Percentage in Global

1.4.1 By Revenue, China Artificial Intelligence (AI) in Retail Share in Global Market, 2019-2030

1.4.2 Artificial Intelligence (AI) in Retail Market Size: China VS Global, 2019-2030

1.5 Artificial Intelligence (AI) in Retail Market Dynamics

1.5.1 Artificial Intelligence (AI) in Retail Market Drivers

1.5.2 Artificial Intelligence (AI) in Retail Market Restraints

1.5.3 Artificial Intelligence (AI) in Retail Industry Trends

1.5.4 Artificial Intelligence (AI) in Retail Industry Policy

2 Global Competitive Situation by Company

2.1 Global Artificial Intelligence (AI) in Retail Revenue by Company (2019-2024)

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

2.3 Global Artificial Intelligence (AI) in Retail Concentration Ratio

2.4 Global Artificial Intelligence (AI) in Retail Mergers & Acquisitions, Expansion Plans

2.5 Global Artificial Intelligence (AI) in Retail Manufacturers Product Type

3 China Competitive Situation by Company

3.1 China Artificial Intelligence (AI) in Retail Revenue by Company (2019-2024)

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

3.3 China Artificial Intelligence (AI) in Retail, Revenue Percentage of Local Players VS Foreign Manufacturers (2019-2024)

4 Industry Chain Analysis

4.1 Artificial Intelligence (AI) in Retail Industry Chain

4.2 Artificial Intelligence (AI) in Retail Upstream Analysis

4.3 Artificial Intelligence (AI) in Retail Midstream Analysis

4.4 Artificial Intelligence (AI) in Retail Downstream Analysis

5 Sights by Type

5.1 Artificial Intelligence (AI) in Retail Classification

5.1.1 Machine Learning

5.1.2 Natural Language Processing(NLP)

5.1.3 Computer Vision

5.1.4 Others

5.2 By Type, Global Artificial Intelligence (AI) in Retail Market Size & CAGR, 2019 VS 2024 VS 2030

5.3 By Type, Global Artificial Intelligence (AI) in Retail Revenue, 2019-2030

6 Sights by Application

6.1 Artificial Intelligence (AI) in Retail Segment by Application

6.1.1 Automated Merchandising

6.1.2 Programmatic Advertising

6.1.3 Market Forecasting

6.1.4 In Store Al & Location Optimization

6.1.5 Data Science

6.1.6 Others

6.2 By Application, Global Artificial Intelligence (AI) in Retail Market Size & CAGR, 2019 VS 2024 VS 2030

6.3 By Application, Global Artificial Intelligence (AI) in Retail Revenue, 2019-2030

7 Sales Sights by Region

7.1 By Region, Global Artificial Intelligence (AI) in Retail Market Size, 2019 VS 2024 VS 2030

7.2 By Region, Global Artificial Intelligence (AI) in Retail Market Size, 2019-2030

7.3 North America

7.3.1 North America Artificial Intelligence (AI) in Retail Market Size & Forecasts, 2019-2030

7.3.2 By Country, North America Artificial Intelligence (AI) in Retail Market Size Market Share

7.4 Europe

7.4.1 Europe Artificial Intelligence (AI) in Retail Market Size & Forecasts, 2019-2030

7.4.2 By Country, Europe Artificial Intelligence (AI) in Retail Market Size Market Share

7.5 Asia Pacific

7.5.1 Asia Pacific Artificial Intelligence (AI) in Retail Market Size & Forecasts, 2019-2030

7.5.2 By Country/Region, Asia Pacific Artificial Intelligence (AI) in Retail Market Size Market Share

7.6 South America

7.6.1 South America Artificial Intelligence (AI) in Retail Market Size & Forecasts, 2019-2030

7.6.2 By Country, South America Artificial Intelligence (AI) in Retail Market Size Market Share

7.7 Middle East & Africa

8 Sights by Country Level

8.1 By Country, Global Artificial Intelligence (AI) in Retail Market Size & CAGR，2019 VS 2024 VS 2030

8.2 By Country, Global Artificial Intelligence (AI) in Retail Market Size, 2019-2030

8.3 U.S.

8.3.1 U.S. Artificial Intelligence (AI) in Retail Market Size, 2019-2030

8.3.2 By Company, U.S. Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

8.3.3 By Type, U.S. Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.3.4 By Application, U.S. Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.4 Europe

8.4.1 Europe Artificial Intelligence (AI) in Retail Market Size, 2019-2030

8.4.2 By Company, Europe Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

8.4.3 By Type, Europe Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.4.4 By Application, Europe Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.5 China

8.5.1 China Artificial Intelligence (AI) in Retail Market Size, 2019-2030

8.5.2 By Company, China Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

8.5.3 By Type, China Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.5.4 By Application, China Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.6 Japan

8.6.1 Japan Artificial Intelligence (AI) in Retail Market Size, 2019-2030

8.6.2 By Company, Japan Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

8.6.3 By Type, Japan Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.6.4 By Application, Japan Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.7 South Korea

8.7.1 South Korea Artificial Intelligence (AI) in Retail Market Size, 2019-2030

8.7.2 By Company, South Korea Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

8.7.3 By Type, South Korea Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.7.4 By Application, South Korea Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.8 Southeast Asia

8.8.1 Southeast Asia Artificial Intelligence (AI) in Retail Market Size, 2019-2030

8.8.2 By Company, Southeast Asia Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

8.8.3 By Type, Southeast Asia Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.8.4 By Application, Southeast Asia Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.9 India

8.9.1 India Artificial Intelligence (AI) in Retail Market Size, 2019-2030

8.9.2 By Company, India Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

8.9.3 By Type, India Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.9.4 By Application, India Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.10 Middle East & Asia

8.10.1 Middle East & Asia Artificial Intelligence (AI) in Retail Market Size, 2019-2030

8.10.2 By Company, Middle East & Asia Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

8.10.3 By Type, Middle East & Asia Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

8.10.4 By Application, Middle East & Asia Artificial Intelligence (AI) in Retail Revenue Market Share, 2023 VS 2030

9 Global Manufacturers Profile

9.1 Oracle Corporation

9.1.1 Oracle Corporation Company Information, Head Office, Market Area and Industry Position

9.1.2 Oracle Corporation Company Profile and Main Business

9.1.3 Oracle Corporation Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.1.4 Oracle Corporation Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.1.5 Oracle Corporation Recent Developments

9.2 Amazon Web Services (AwS)

9.2.1 Amazon Web Services (AwS) Company Information, Head Office, Market Area and Industry Position

9.2.2 Amazon Web Services (AwS) Company Profile and Main Business

9.2.3 Amazon Web Services (AwS) Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.2.4 Amazon Web Services (AwS) Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.2.5 Amazon Web Services (AwS) Recent Developments

9.3 BloomReach lnc

9.3.1 BloomReach lnc Company Information, Head Office, Market Area and Industry Position

9.3.2 BloomReach lnc Company Profile and Main Business

9.3.3 BloomReach lnc Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.3.4 BloomReach lnc Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.3.5 BloomReach lnc Recent Developments

9.4 BMCorporation

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

9.4.2 BMCorporation Company Profile and Main Business

9.4.3 BMCorporation Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.4.4 BMCorporation Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.4.5 BMCorporation Recent Developments

9.5 Intel Corporation

9.5.1 Intel Corporation Company Information, Head Office, Market Area and Industry Position

9.5.2 Intel Corporation Company Profile and Main Business

9.5.3 Intel Corporation Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.5.4 Intel Corporation Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.5.5 Intel Corporation Recent Developments

9.6 Interactions LLC

9.6.1 Interactions LLC Company Information, Head Office, Market Area and Industry Position

9.6.2 Interactions LLC Company Profile and Main Business

9.6.3 Interactions LLC Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.6.4 Interactions LLC Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.6.5 Interactions LLC Recent Developments

9.7 Microsoft Corporation

9.7.1 Microsoft Corporation Company Information, Head Office, Market Area and Industry Position

9.7.2 Microsoft Corporation Company Profile and Main Business

9.7.3 Microsoft Corporation Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.7.4 Microsoft Corporation Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.7.5 Microsoft Corporation Recent Developments

9.8 Nvidia Corporation

9.8.1 Nvidia Corporation Company Information, Head Office, Market Area and Industry Position

9.8.2 Nvidia Corporation Company Profile and Main Business

9.8.3 Nvidia Corporation Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.8.4 Nvidia Corporation Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.8.5 Nvidia Corporation Recent Developments

9.9 RetailNext Inc

9.9.1 RetailNext Inc Company Information, Head Office, Market Area and Industry Position

9.9.2 RetailNext Inc Company Profile and Main Business

9.9.3 RetailNext Inc Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.9.4 RetailNext Inc Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.9.5 RetailNext Inc Recent Developments

9.10 Next IT Corp.

9.10.1 Next IT Corp. Company Information, Head Office, Market Area and Industry Position

9.10.2 Next IT Corp. Company Profile and Main Business

9.10.3 Next IT Corp. Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.10.4 Next IT Corp. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.10.5 Next IT Corp. Recent Developments

9.11 InbentaTechnologies,

9.11.1 InbentaTechnologies, Company Information, Head Office, Market Area and Industry Position

9.11.2 InbentaTechnologies, Company Profile and Main Business

9.11.3 InbentaTechnologies, Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.11.4 InbentaTechnologies, Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.11.5 InbentaTechnologies, Recent Developments

9.12 Salesforce.com Inc.

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

9.12.2 Salesforce.com Inc. Company Profile and Main Business

9.12.3 Salesforce.com Inc. Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.12.4 Salesforce.com Inc. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.12.5 Salesforce.com Inc. Recent Developments

9.13 Lexalytics lnc

9.13.1 Lexalytics lnc Company Information, Head Office, Market Area and Industry Position

9.13.2 Lexalytics lnc Company Profile and Main Business

9.13.3 Lexalytics lnc Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.13.4 Lexalytics lnc Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.13.5 Lexalytics lnc Recent Developments

9.14 SAP SE

9.14.1 SAP SE Company Information, Head Office, Market Area and Industry Position

9.14.2 SAP SE Company Profile and Main Business

9.14.3 SAP SE Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.14.4 SAP SE Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.14.5 SAP SE Recent Developments

9.15 Sentient Technologies

9.15.1 Sentient Technologies Company Information, Head Office, Market Area and Industry Position

9.15.2 Sentient Technologies Company Profile and Main Business

9.15.3 Sentient Technologies Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.15.4 Sentient Technologies Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.15.5 Sentient Technologies Recent Developments

9.16 Google Inc.

9.16.1 Google Inc. Company Information, Head Office, Market Area and Industry Position

9.16.2 Google Inc. Company Profile and Main Business

9.16.3 Google Inc. Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.16.4 Google Inc. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.16.5 Google Inc. Recent Developments

9.17 CognitveScale lnc.

9.17.1 CognitveScale lnc. Company Information, Head Office, Market Area and Industry Position

9.17.2 CognitveScale lnc. Company Profile and Main Business

9.17.3 CognitveScale lnc. Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.17.4 CognitveScale lnc. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.17.5 CognitveScale lnc. Recent Developments

9.18 Visenze

9.18.1 Visenze Company Information, Head Office, Market Area and Industry Position

9.18.2 Visenze Company Profile and Main Business

9.18.3 Visenze Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.18.4 Visenze Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.18.5 Visenze Recent Developments

9.19 Baidu lnc.

9.19.1 Baidu lnc. Company Information, Head Office, Market Area and Industry Position

9.19.2 Baidu lnc. Company Profile and Main Business

9.19.3 Baidu lnc. Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.19.4 Baidu lnc. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.19.5 Baidu lnc. Recent Developments

9.20 Symbotic.

9.20.1 Symbotic. Company Information, Head Office, Market Area and Industry Position

9.20.2 Symbotic. Company Profile and Main Business

9.20.3 Symbotic. Artificial Intelligence (AI) in Retail Models, Specifications and Application

9.20.4 Symbotic. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

9.20.5 Symbotic. 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 (AI) in Retail Market Size & CAGR: China VS Global, (US$ Million), 2019-2030

Table 2. Artificial Intelligence (AI) in Retail Market Restraints

Table 3. Artificial Intelligence (AI) in Retail Market Trends

Table 4. Artificial Intelligence (AI) in Retail Industry Policy

Table 5. Global Artificial Intelligence (AI) in Retail Revenue by Company (2019-2024) & (US$ million)

Table 6. Global Artificial Intelligence (AI) in Retail Revenue Market Share by Company (2019-2024)

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

Table 8. Global Artificial Intelligence (AI) in Retail Mergers & Acquisitions, Expansion Plans

Table 9. Global Artificial Intelligence (AI) in Retail Manufacturers Product Type

Table 10. China Artificial Intelligence (AI) in Retail Revenue by Company (2019-2024) & (US$ million)

Table 11. China Artificial Intelligence (AI) in Retail Revenue Market Share by Company (2019-2024)

Table 12. Global Key Players of Artificial Intelligence (AI) in Retail Upstream (Raw Materials)

Table 13. Global Artificial Intelligence (AI) in Retail Typical Customers

Table 14. Artificial Intelligence (AI) in Retail Typical Distributors

Table 15. By Type, Global Artificial Intelligence (AI) in Retail Revenue & CAGR, 2019 VS 2024 VS 2030, US$ Million

Table 16. By Application, Global Artificial Intelligence (AI) in Retail Revenue & CAGR, 2019 VS 2024 VS 2030, US$ Million

Table 17. By Region, Global Artificial Intelligence (AI) in Retail Market Size, 2019 VS 2024 VS 2030, US$ Million

Table 18. By Region, Global Artificial Intelligence (AI) in Retail Revenue, 2019-2030, US$ Million

Table 19. By Country, Global Artificial Intelligence (AI) in Retail Revenue & CAGR，2019 VS 2024 VS 2030, US$ Million

Table 20. By Country, Global Artificial Intelligence (AI) in Retail Revenue, 2019-2030, US$ Million

Table 21. By Country, Global Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2030

Table 22. Oracle Corporation Company Information, Head Office, Market Area and Industry Position

Table 23. Oracle Corporation Company Profile and Main Business

Table 24. Oracle Corporation Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 25. Oracle Corporation Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 26. Oracle Corporation Recent Developments

Table 27. Amazon Web Services (AwS) Company Information, Head Office, Market Area and Industry Position

Table 28. Amazon Web Services (AwS) Company Profile and Main Business

Table 29. Amazon Web Services (AwS) Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 30. Amazon Web Services (AwS) Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 31. Amazon Web Services (AwS) Recent Developments

Table 32. BloomReach lnc Company Information, Head Office, Market Area and Industry Position

Table 33. BloomReach lnc Company Profile and Main Business

Table 34. BloomReach lnc Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 35. BloomReach lnc Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 36. BloomReach lnc Recent Developments

Table 37. BMCorporation Company Information, Head Office, Market Area and Industry Position

Table 38. BMCorporation Company Profile and Main Business

Table 39. BMCorporation Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 40. BMCorporation Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 41. BMCorporation Recent Developments

Table 42. Intel Corporation Company Information, Head Office, Market Area and Industry Position

Table 43. Intel Corporation Company Profile and Main Business

Table 44. Intel Corporation Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 45. Intel Corporation Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 46. Intel Corporation Recent Developments

Table 47. Interactions LLC Company Information, Head Office, Market Area and Industry Position

Table 48. Interactions LLC Company Profile and Main Business

Table 49. Interactions LLC Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 50. Interactions LLC Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 51. Interactions LLC Recent Developments

Table 52. Microsoft Corporation Company Information, Head Office, Market Area and Industry Position

Table 53. Microsoft Corporation Company Profile and Main Business

Table 54. Microsoft Corporation Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 55. Microsoft Corporation Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 56. Microsoft Corporation Recent Developments

Table 57. Nvidia Corporation Company Information, Head Office, Market Area and Industry Position

Table 58. Nvidia Corporation Company Profile and Main Business

Table 59. Nvidia Corporation Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 60. Nvidia Corporation Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 61. Nvidia Corporation Recent Developments

Table 62. RetailNext Inc Company Information, Head Office, Market Area and Industry Position

Table 63. RetailNext Inc Company Profile and Main Business

Table 64. RetailNext Inc Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 65. RetailNext Inc Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 66. RetailNext Inc Recent Developments

Table 67. Next IT Corp. Company Information, Head Office, Market Area and Industry Position

Table 68. Next IT Corp. Company Profile and Main Business

Table 69. Next IT Corp. Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 70. Next IT Corp. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 71. Next IT Corp. Recent Developments

Table 72. InbentaTechnologies, Company Information, Head Office, Market Area and Industry Position

Table 73. InbentaTechnologies, Company Profile and Main Business

Table 74. InbentaTechnologies, Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 75. InbentaTechnologies, Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 76. InbentaTechnologies, Recent Developments

Table 77. Salesforce.com Inc. Company Information, Head Office, Market Area and Industry Position

Table 78. Salesforce.com Inc. Company Profile and Main Business

Table 79. Salesforce.com Inc. Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 80. Salesforce.com Inc. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 81. Salesforce.com Inc. Recent Developments

Table 82. Lexalytics lnc Company Information, Head Office, Market Area and Industry Position

Table 83. Lexalytics lnc Company Profile and Main Business

Table 84. Lexalytics lnc Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 85. Lexalytics lnc Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 86. Lexalytics lnc Recent Developments

Table 87. SAP SE Company Information, Head Office, Market Area and Industry Position

Table 88. SAP SE Company Profile and Main Business

Table 89. SAP SE Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 90. SAP SE Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 91. SAP SE Recent Developments

Table 92. Sentient Technologies Company Information, Head Office, Market Area and Industry Position

Table 93. Sentient Technologies Company Profile and Main Business

Table 94. Sentient Technologies Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 95. Sentient Technologies Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 96. Sentient Technologies Recent Developments

Table 97. Google Inc. Company Information, Head Office, Market Area and Industry Position

Table 98. Google Inc. Company Profile and Main Business

Table 99. Google Inc. Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 100. Google Inc. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 101. Google Inc. Recent Developments

Table 102. CognitveScale lnc. Company Information, Head Office, Market Area and Industry Position

Table 103. CognitveScale lnc. Company Profile and Main Business

Table 104. CognitveScale lnc. Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 105. CognitveScale lnc. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 106. CognitveScale lnc. Recent Developments

Table 107. Visenze Company Information, Head Office, Market Area and Industry Position

Table 108. Visenze Company Profile and Main Business

Table 109. Visenze Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 110. Visenze Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 111. Visenze Recent Developments

Table 112. Baidu lnc. Company Information, Head Office, Market Area and Industry Position

Table 113. Baidu lnc. Company Profile and Main Business

Table 114. Baidu lnc. Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 115. Baidu lnc. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 116. Baidu lnc. Recent Developments

Table 117. Symbotic. Company Information, Head Office, Market Area and Industry Position

Table 118. Symbotic. Company Profile and Main Business

Table 119. Symbotic. Artificial Intelligence (AI) in Retail Models, Specifications and Application

Table 120. Symbotic. Artificial Intelligence (AI) in Retail Revenue and Gross Margin, 2019-2024

Table 121. Symbotic. Recent Developments

List of Figure

Figure 1. Artificial Intelligence (AI) in Retail Picture

Figure 2. Global Artificial Intelligence (AI) in Retail Industry Market Size and Forecast (US$ million) & (2019-2030)

Figure 3. China Artificial Intelligence (AI) in Retail Revenue and Forecast (US$ million) & (2019-2030)

Figure 4. 2019-2030 China Artificial Intelligence (AI) in Retail Market Share of Global

Figure 5. Global Artificial Intelligence (AI) in Retail Key Participants, Market Share, 2021 VS 2022 VS 2023

Figure 6. Global Artificial Intelligence (AI) in Retail Market Share by Company, (Tier 1, Tier 2 and Tier 3), 2019-2024

Figure 7. China Artificial Intelligence (AI) in Retail Key Participants, Market Share, 2021 VS 2022 VS 2023

Figure 8. China Artificial Intelligence (AI) in Retail Revenue, Domestic VS Import Products, Proportion of China Local Players and Foreign Players, 2019-2024

Figure 9. Artificial Intelligence (AI) in Retail Industry Chain

Figure 10. Machine Learning

Figure 11. Natural Language Processing(NLP)

Figure 12. Computer Vision

Figure 13. Others

Figure 14. By Type, Global Artificial Intelligence (AI) in Retail Revenue, 2019-2030, US$ Million

Figure 15. By Type, Global Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2030

Figure 16. Automated Merchandising

Figure 17. Programmatic Advertising

Figure 18. Market Forecasting

Figure 19. In Store Al & Location Optimization

Figure 20. Data Science

Figure 21. Others

Figure 22. By Application, Global Artificial Intelligence (AI) in Retail Revenue, 2019-2030, US$ Million

Figure 23. By Application, Global Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2030

Figure 24. By Region, Global Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2030

Figure 25. North America Artificial Intelligence (AI) in Retail Revenue & Forecasts, 2019-2030, US$ Million

Figure 26. By Country, North America Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

Figure 27. Europe Artificial Intelligence (AI) in Retail Revenue & Forecasts, 2019-2030, US$ Million

Figure 28. By Country, Europe Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

Figure 29. Asia Pacific Artificial Intelligence (AI) in Retail Revenue & Forecasts, 2019-2030, US$ Million

Figure 30. By Country/Region, Asia Pacific Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

Figure 31. South America Artificial Intelligence (AI) in Retail Revenue & Forecasts, 2019-2030, US$ Million

Figure 32. By Country, South America Artificial Intelligence (AI) in Retail Revenue Market Share, 2019-2024

Figure 33. Middle East & Africa Artificial Intelligence (AI) in Retail Revenue & Forecasts, 2019-2030, US$ Million

Figure 34. U.S. Artificial Intelligence (AI) in Retail Revenue, 2019-2030, (US$ Million)

Figure 35. By Company, U.S. Artificial Intelligence (AI) in Retail Market Share, 2019-2024

Figure 36. By Type, U.S. Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 37. By Application, U.S. Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 38. Europe Artificial Intelligence (AI) in Retail Revenue, 2019-2030, (US$ Million)

Figure 39. By Company, Europe Artificial Intelligence (AI) in Retail Market Share, 2019-2024

Figure 40. By Type, Europe Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 41. By Application, Europe Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 42. China Artificial Intelligence (AI) in Retail Revenue, 2019-2030, (US$ Million)

Figure 43. By Company, China Artificial Intelligence (AI) in Retail Market Share, 2019-2024

Figure 44. By Type, China Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 45. By Application, China Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 46. Japan Artificial Intelligence (AI) in Retail Revenue, 2019-2030, (US$ Million)

Figure 47. By Company, Japan Artificial Intelligence (AI) in Retail Market Share, 2019-2024

Figure 48. By Type, Japan Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 49. By Application, Japan Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 50. South Korea Artificial Intelligence (AI) in Retail Revenue, 2019-2030, (US$ Million)

Figure 51. By Company, South Korea Artificial Intelligence (AI) in Retail Market Share, 2019-2024

Figure 52. By Type, South Korea Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 53. By Application, South Korea Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 54. Southeast Asia Artificial Intelligence (AI) in Retail Revenue, 2019-2030, (US$ Million)

Figure 55. By Company, Southeast Asia Artificial Intelligence (AI) in Retail Market Share, 2019-2024

Figure 56. By Type, Southeast Asia Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 57. By Application, Southeast Asia Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 58. India Artificial Intelligence (AI) in Retail Revenue, 2019-2030, (US$ Million)

Figure 59. By Company, India Artificial Intelligence (AI) in Retail Market Share, 2019-2024

Figure 60. By Type, India Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 61. By Application, India Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 62. Middle East & Asia Artificial Intelligence (AI) in Retail Revenue, 2019-2030, (US$ Million)

Figure 63. By Company, Middle East & Asia Artificial Intelligence (AI) in Retail Market Share, 2019-2024

Figure 64. By Type, Middle East & Asia Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 65. By Application, Middle East & Asia Artificial Intelligence (AI) in Retail Revenue Market Share, 2022 VS 2029

Figure 66. Research Methodology

Figure 67. Breakdown of Primary Interviews

Figure 68. Bottom-up Approaches

Figure 69. 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)