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Global Generative AI for Business Supply, Demand and Key Producers, 2024-2030

March 2024 | 130 pages | ID: G95452D1BF35EN
GlobalInfoResearch

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The global Generative AI for Business market size is expected to reach $ million by 2030, rising at a market growth of % CAGR during the forecast period (2024-2030).

The market for Generative AI in business has been witnessing significant growth, driven by various factors. Generative AI, encompassing technologies like GANs (Generative Adversarial Networks) and language models, is increasingly being adopted by businesses for creative content generation, data synthesis, and process optimization. The ability of Generative AI to generate realistic content, automate tasks, and facilitate decision-making processes has fueled its integration across diverse industries. The future development trends of Generative AI for business are expected to be shaped by ongoing advancements in AI research and technology. Continued improvements in natural language processing (NLP) and computer vision will likely lead to more sophisticated and context-aware generative models. Additionally, increased focus on ethical AI practices and responsible AI deployment may influence the development of Generative AI solutions that prioritize fairness, accountability, and transparency. However, challenges such as data privacy concerns, ethical considerations, and the potential for bias in AI-generated content remain inhibitors to widespread adoption. Businesses will need to navigate these challenges, ensuring that Generative AI applications align with ethical standards and regulatory requirements. Overall, the future trajectory of Generative AI for business is likely to be dynamic, with ongoing innovation and a growing emphasis on responsible AI practices shaping its market evolution.

Generative AI for business refers to the application of generative artificial intelligence technologies in various business processes to create, simulate, or generate content, data, or solutions. Unlike traditional AI systems that rely on predefined rules and patterns, generative AI has the capability to autonomously produce new and unique outputs based on the patterns it learns from existing data. In a business context, generative AI can be utilized for tasks such as content creation, data synthesis, product design, and problem-solving. It often involves advanced neural network architectures, such as Generative Adversarial Networks (GANs) or recurrent neural networks, enabling the model to generate realistic and contextually relevant outputs. This technology holds the potential to enhance creativity, automate certain decision-making processes, and streamline innovation within businesses by providing novel solutions and insights. As generative AI continues to evolve, its applications in business settings are expanding, offering opportunities for improved efficiency, creativity, and strategic decision-making.

This report studies the global Generative AI for Business demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Generative AI for Business, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2023 as the base year. This report explores demand trends and competition, as well as details the characteristics of Generative AI for Business that contribute to its increasing demand across many markets.

Highlights and key features of the study

Global Generative AI for Business total market, 2019-2030, (USD Million)

Global Generative AI for Business total market by region & country, CAGR, 2019-2030, (USD Million)

U.S. VS China: Generative AI for Business total market, key domestic companies and share, (USD Million)

Global Generative AI for Business revenue by player and market share 2019-2024, (USD Million)

Global Generative AI for Business total market by Type, CAGR, 2019-2030, (USD Million)

Global Generative AI for Business total market by Application, CAGR, 2019-2030, (USD Million).

This reports profiles major players in the global Generative AI for Business market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Google, OpenAI, Meta, Baidu, Microsoft, Stability AI, IBM, NVIDIA and Adobe, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Generative AI for Business market.

Detailed Segmentation:

Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2019-2030 by year with 2023 as the base year, 2024 as the estimate year, and 2025-2030 as the forecast year.

Global Generative AI for Business Market, By Region:
  • United States
  • China
  • Europe
  • Japan
  • South Korea
  • ASEAN
  • India
  • Rest of World
Global Generative AI for Business Market, Segmentation by Type
  • Language Generation
  • Audio Generation
  • Visual Generation
  • Synthetic Data Generation
Global Generative AI for Business Market, Segmentation by Application
  • Automotive
  • Natural Sciences
  • Entertainment
  • Others
Companies Profiled:
  • Google
  • OpenAI
  • Meta
  • Baidu
  • Microsoft
  • Stability AI
  • IBM
  • NVIDIA
  • Adobe
  • Blue Yonder
Key Questions Answered

1. How big is the global Generative AI for Business market?

2. What is the demand of the global Generative AI for Business market?

3. What is the year over year growth of the global Generative AI for Business market?

4. What is the total value of the global Generative AI for Business market?

5. Who are the major players in the global Generative AI for Business market?
1 SUPPLY SUMMARY

1.1 Generative AI for Business Introduction
1.2 World Generative AI for Business Market Size & Forecast (2019 & 2023 & 2030)
1.3 World Generative AI for Business Total Market by Region (by Headquarter Location)
  1.3.1 World Generative AI for Business Market Size by Region (2019-2030), (by Headquarter Location)
  1.3.2 United States Generative AI for Business Market Size (2019-2030)
  1.3.3 China Generative AI for Business Market Size (2019-2030)
  1.3.4 Europe Generative AI for Business Market Size (2019-2030)
  1.3.5 Japan Generative AI for Business Market Size (2019-2030)
  1.3.6 South Korea Generative AI for Business Market Size (2019-2030)
  1.3.7 ASEAN Generative AI for Business Market Size (2019-2030)
  1.3.8 India Generative AI for Business Market Size (2019-2030)
1.4 Market Drivers, Restraints and Trends
  1.4.1 Generative AI for Business Market Drivers
  1.4.2 Factors Affecting Demand
  1.4.3 Generative AI for Business Major Market Trends

2 DEMAND SUMMARY

2.1 World Generative AI for Business Consumption Value (2019-2030)
2.2 World Generative AI for Business Consumption Value by Region
  2.2.1 World Generative AI for Business Consumption Value by Region (2019-2024)
  2.2.2 World Generative AI for Business Consumption Value Forecast by Region (2025-2030)
2.3 United States Generative AI for Business Consumption Value (2019-2030)
2.4 China Generative AI for Business Consumption Value (2019-2030)
2.5 Europe Generative AI for Business Consumption Value (2019-2030)
2.6 Japan Generative AI for Business Consumption Value (2019-2030)
2.7 South Korea Generative AI for Business Consumption Value (2019-2030)
2.8 ASEAN Generative AI for Business Consumption Value (2019-2030)
2.9 India Generative AI for Business Consumption Value (2019-2030)

3 WORLD GENERATIVE AI FOR BUSINESS COMPANIES COMPETITIVE ANALYSIS

3.1 World Generative AI for Business Revenue by Player (2019-2024)
3.2 Industry Rank and Concentration Rate (CR)
  3.2.1 Global Generative AI for Business Industry Rank of Major Players
  3.2.2 Global Concentration Ratios (CR4) for Generative AI for Business in 2023
  3.2.3 Global Concentration Ratios (CR8) for Generative AI for Business in 2023
3.3 Generative AI for Business Company Evaluation Quadrant
3.4 Generative AI for Business Market: Overall Company Footprint Analysis
  3.4.1 Generative AI for Business Market: Region Footprint
  3.4.2 Generative AI for Business Market: Company Product Type Footprint
  3.4.3 Generative AI for Business Market: Company Product Application Footprint
3.5 Competitive Environment
  3.5.1 Historical Structure of the Industry
  3.5.2 Barriers of Market Entry
  3.5.3 Factors of Competition
3.6 Mergers, Acquisitions Activity

4 UNITED STATES VS CHINA VS REST OF THE WORLD (BY HEADQUARTER LOCATION)

4.1 United States VS China: Generative AI for Business Revenue Comparison (by Headquarter Location)
  4.1.1 United States VS China: Generative AI for Business Market Size Comparison (2019 & 2023 & 2030) (by Headquarter Location)
  4.1.2 United States VS China: Generative AI for Business Revenue Market Share Comparison (2019 & 2023 & 2030)
4.2 United States Based Companies VS China Based Companies: Generative AI for Business Consumption Value Comparison
  4.2.1 United States VS China: Generative AI for Business Consumption Value Comparison (2019 & 2023 & 2030)
  4.2.2 United States VS China: Generative AI for Business Consumption Value Market Share Comparison (2019 & 2023 & 2030)
4.3 United States Based Generative AI for Business Companies and Market Share, 2019-2024
  4.3.1 United States Based Generative AI for Business Companies, Headquarters (States, Country)
  4.3.2 United States Based Companies Generative AI for Business Revenue, (2019-2024)
4.4 China Based Companies Generative AI for Business Revenue and Market Share, 2019-2024
  4.4.1 China Based Generative AI for Business Companies, Company Headquarters (Province, Country)
  4.4.2 China Based Companies Generative AI for Business Revenue, (2019-2024)
4.5 Rest of World Based Generative AI for Business Companies and Market Share, 2019-2024
  4.5.1 Rest of World Based Generative AI for Business Companies, Headquarters (States, Country)
  4.5.2 Rest of World Based Companies Generative AI for Business Revenue, (2019-2024)

5 MARKET ANALYSIS BY TYPE

5.1 World Generative AI for Business Market Size Overview by Type: 2019 VS 2023 VS 2030
5.2 Segment Introduction by Type
  5.2.1 Language Generation
  5.2.2 Audio Generation
  5.2.3 Visual Generation
  5.2.4 Synthetic Data Generation
5.3 Market Segment by Type
  5.3.1 World Generative AI for Business Market Size by Type (2019-2024)
  5.3.2 World Generative AI for Business Market Size by Type (2025-2030)
  5.3.3 World Generative AI for Business Market Size Market Share by Type (2019-2030)

6 MARKET ANALYSIS BY APPLICATION

6.1 World Generative AI for Business Market Size Overview by Application: 2019 VS 2023 VS 2030
6.2 Segment Introduction by Application
  6.2.1 Automotive
  6.2.2 Natural Sciences
  6.2.3 Entertainment
  6.2.4 Others
  6.2.5 Others
6.3 Market Segment by Application
  6.3.1 World Generative AI for Business Market Size by Application (2019-2024)
  6.3.2 World Generative AI for Business Market Size by Application (2025-2030)
  6.3.3 World Generative AI for Business Market Size by Application (2019-2030)

7 COMPANY PROFILES

7.1 Google
  7.1.1 Google Details
  7.1.2 Google Major Business
  7.1.3 Google Generative AI for Business Product and Services
  7.1.4 Google Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024)
  7.1.5 Google Recent Developments/Updates
  7.1.6 Google Competitive Strengths & Weaknesses
7.2 OpenAI
  7.2.1 OpenAI Details
  7.2.2 OpenAI Major Business
  7.2.3 OpenAI Generative AI for Business Product and Services
  7.2.4 OpenAI Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024)
  7.2.5 OpenAI Recent Developments/Updates
  7.2.6 OpenAI Competitive Strengths & Weaknesses
7.3 Meta
  7.3.1 Meta Details
  7.3.2 Meta Major Business
  7.3.3 Meta Generative AI for Business Product and Services
  7.3.4 Meta Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024)
  7.3.5 Meta Recent Developments/Updates
  7.3.6 Meta Competitive Strengths & Weaknesses
7.4 Baidu
  7.4.1 Baidu Details
  7.4.2 Baidu Major Business
  7.4.3 Baidu Generative AI for Business Product and Services
  7.4.4 Baidu Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024)
  7.4.5 Baidu Recent Developments/Updates
  7.4.6 Baidu Competitive Strengths & Weaknesses
7.5 Microsoft
  7.5.1 Microsoft Details
  7.5.2 Microsoft Major Business
  7.5.3 Microsoft Generative AI for Business Product and Services
  7.5.4 Microsoft Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024)
  7.5.5 Microsoft Recent Developments/Updates
  7.5.6 Microsoft Competitive Strengths & Weaknesses
7.6 Stability AI
  7.6.1 Stability AI Details
  7.6.2 Stability AI Major Business
  7.6.3 Stability AI Generative AI for Business Product and Services
  7.6.4 Stability AI Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024)
  7.6.5 Stability AI Recent Developments/Updates
  7.6.6 Stability AI Competitive Strengths & Weaknesses
7.7 IBM
  7.7.1 IBM Details
  7.7.2 IBM Major Business
  7.7.3 IBM Generative AI for Business Product and Services
  7.7.4 IBM Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024)
  7.7.5 IBM Recent Developments/Updates
  7.7.6 IBM Competitive Strengths & Weaknesses
7.8 NVIDIA
  7.8.1 NVIDIA Details
  7.8.2 NVIDIA Major Business
  7.8.3 NVIDIA Generative AI for Business Product and Services
  7.8.4 NVIDIA Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024)
  7.8.5 NVIDIA Recent Developments/Updates
  7.8.6 NVIDIA Competitive Strengths & Weaknesses
7.9 Adobe
  7.9.1 Adobe Details
  7.9.2 Adobe Major Business
  7.9.3 Adobe Generative AI for Business Product and Services
  7.9.4 Adobe Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024)
  7.9.5 Adobe Recent Developments/Updates
  7.9.6 Adobe Competitive Strengths & Weaknesses
7.10 Blue Yonder
  7.10.1 Blue Yonder Details
  7.10.2 Blue Yonder Major Business
  7.10.3 Blue Yonder Generative AI for Business Product and Services
  7.10.4 Blue Yonder Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024)
  7.10.5 Blue Yonder Recent Developments/Updates
  7.10.6 Blue Yonder Competitive Strengths & Weaknesses

8 INDUSTRY CHAIN ANALYSIS

8.1 Generative AI for Business Industry Chain
8.2 Generative AI for Business Upstream Analysis
8.3 Generative AI for Business Midstream Analysis
8.4 Generative AI for Business Downstream Analysis

9 RESEARCH FINDINGS AND CONCLUSION

10 APPENDIX

10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer

LIST OF TABLES

Table 1. World Generative AI for Business Revenue by Region (2019, 2023 and 2030) & (USD Million), (by Headquarter Location)
Table 2. World Generative AI for Business Revenue by Region (2019-2024) & (USD Million), (by Headquarter Location)
Table 3. World Generative AI for Business Revenue by Region (2025-2030) & (USD Million), (by Headquarter Location)
Table 4. World Generative AI for Business Revenue Market Share by Region (2019-2024), (by Headquarter Location)
Table 5. World Generative AI for Business Revenue Market Share by Region (2025-2030), (by Headquarter Location)
Table 6. Major Market Trends
Table 7. World Generative AI for Business Consumption Value Growth Rate Forecast by Region (2019 & 2023 & 2030) & (USD Million)
Table 8. World Generative AI for Business Consumption Value by Region (2019-2024) & (USD Million)
Table 9. World Generative AI for Business Consumption Value Forecast by Region (2025-2030) & (USD Million)
Table 10. World Generative AI for Business Revenue by Player (2019-2024) & (USD Million)
Table 11. Revenue Market Share of Key Generative AI for Business Players in 2023
Table 12. World Generative AI for Business Industry Rank of Major Player, Based on Revenue in 2023
Table 13. Global Generative AI for Business Company Evaluation Quadrant
Table 14. Head Office of Key Generative AI for Business Player
Table 15. Generative AI for Business Market: Company Product Type Footprint
Table 16. Generative AI for Business Market: Company Product Application Footprint
Table 17. Generative AI for Business Mergers & Acquisitions Activity
Table 18. United States VS China Generative AI for Business Market Size Comparison, (2019 & 2023 & 2030) & (USD Million)
Table 19. United States VS China Generative AI for Business Consumption Value Comparison, (2019 & 2023 & 2030) & (USD Million)
Table 20. United States Based Generative AI for Business Companies, Headquarters (States, Country)
Table 21. United States Based Companies Generative AI for Business Revenue, (2019-2024) & (USD Million)
Table 22. United States Based Companies Generative AI for Business Revenue Market Share (2019-2024)
Table 23. China Based Generative AI for Business Companies, Headquarters (Province, Country)
Table 24. China Based Companies Generative AI for Business Revenue, (2019-2024) & (USD Million)
Table 25. China Based Companies Generative AI for Business Revenue Market Share (2019-2024)
Table 26. Rest of World Based Generative AI for Business Companies, Headquarters (States, Country)
Table 27. Rest of World Based Companies Generative AI for Business Revenue, (2019-2024) & (USD Million)
Table 28. Rest of World Based Companies Generative AI for Business Revenue Market Share (2019-2024)
Table 29. World Generative AI for Business Market Size by Type, (USD Million), 2019 & 2023 & 2030
Table 30. World Generative AI for Business Market Size by Type (2019-2024) & (USD Million)
Table 31. World Generative AI for Business Market Size by Type (2025-2030) & (USD Million)
Table 32. World Generative AI for Business Market Size by Application, (USD Million), 2019 & 2023 & 2030
Table 33. World Generative AI for Business Market Size by Application (2019-2024) & (USD Million)
Table 34. World Generative AI for Business Market Size by Application (2025-2030) & (USD Million)
Table 35. Google Basic Information, Area Served and Competitors
Table 36. Google Major Business
Table 37. Google Generative AI for Business Product and Services
Table 38. Google Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 39. Google Recent Developments/Updates
Table 40. Google Competitive Strengths & Weaknesses
Table 41. OpenAI Basic Information, Area Served and Competitors
Table 42. OpenAI Major Business
Table 43. OpenAI Generative AI for Business Product and Services
Table 44. OpenAI Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 45. OpenAI Recent Developments/Updates
Table 46. OpenAI Competitive Strengths & Weaknesses
Table 47. Meta Basic Information, Area Served and Competitors
Table 48. Meta Major Business
Table 49. Meta Generative AI for Business Product and Services
Table 50. Meta Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 51. Meta Recent Developments/Updates
Table 52. Meta Competitive Strengths & Weaknesses
Table 53. Baidu Basic Information, Area Served and Competitors
Table 54. Baidu Major Business
Table 55. Baidu Generative AI for Business Product and Services
Table 56. Baidu Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 57. Baidu Recent Developments/Updates
Table 58. Baidu Competitive Strengths & Weaknesses
Table 59. Microsoft Basic Information, Area Served and Competitors
Table 60. Microsoft Major Business
Table 61. Microsoft Generative AI for Business Product and Services
Table 62. Microsoft Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 63. Microsoft Recent Developments/Updates
Table 64. Microsoft Competitive Strengths & Weaknesses
Table 65. Stability AI Basic Information, Area Served and Competitors
Table 66. Stability AI Major Business
Table 67. Stability AI Generative AI for Business Product and Services
Table 68. Stability AI Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 69. Stability AI Recent Developments/Updates
Table 70. Stability AI Competitive Strengths & Weaknesses
Table 71. IBM Basic Information, Area Served and Competitors
Table 72. IBM Major Business
Table 73. IBM Generative AI for Business Product and Services
Table 74. IBM Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 75. IBM Recent Developments/Updates
Table 76. IBM Competitive Strengths & Weaknesses
Table 77. NVIDIA Basic Information, Area Served and Competitors
Table 78. NVIDIA Major Business
Table 79. NVIDIA Generative AI for Business Product and Services
Table 80. NVIDIA Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 81. NVIDIA Recent Developments/Updates
Table 82. NVIDIA Competitive Strengths & Weaknesses
Table 83. Adobe Basic Information, Area Served and Competitors
Table 84. Adobe Major Business
Table 85. Adobe Generative AI for Business Product and Services
Table 86. Adobe Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 87. Adobe Recent Developments/Updates
Table 88. Blue Yonder Basic Information, Area Served and Competitors
Table 89. Blue Yonder Major Business
Table 90. Blue Yonder Generative AI for Business Product and Services
Table 91. Blue Yonder Generative AI for Business Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 92. Global Key Players of Generative AI for Business Upstream (Raw Materials)
Table 93. Generative AI for Business Typical Customers

LIST OF FIGURE

Figure 1. Generative AI for Business Picture
Figure 2. World Generative AI for Business Total Market Size: 2019 & 2023 & 2030, (USD Million)
Figure 3. World Generative AI for Business Total Market Size (2019-2030) & (USD Million)
Figure 4. World Generative AI for Business Revenue Market Share by Region (2019, 2023 and 2030) & (USD Million) , (by Headquarter Location)
Figure 5. World Generative AI for Business Revenue Market Share by Region (2019-2030), (by Headquarter Location)
Figure 6. United States Based Company Generative AI for Business Revenue (2019-2030) & (USD Million)
Figure 7. China Based Company Generative AI for Business Revenue (2019-2030) & (USD Million)
Figure 8. Europe Based Company Generative AI for Business Revenue (2019-2030) & (USD Million)
Figure 9. Japan Based Company Generative AI for Business Revenue (2019-2030) & (USD Million)
Figure 10. South Korea Based Company Generative AI for Business Revenue (2019-2030) & (USD Million)
Figure 11. ASEAN Based Company Generative AI for Business Revenue (2019-2030) & (USD Million)
Figure 12. India Based Company Generative AI for Business Revenue (2019-2030) & (USD Million)
Figure 13. Generative AI for Business Market Drivers
Figure 14. Factors Affecting Demand
Figure 15. World Generative AI for Business Consumption Value (2019-2030) & (USD Million)
Figure 16. World Generative AI for Business Consumption Value Market Share by Region (2019-2030)
Figure 17. United States Generative AI for Business Consumption Value (2019-2030) & (USD Million)
Figure 18. China Generative AI for Business Consumption Value (2019-2030) & (USD Million)
Figure 19. Europe Generative AI for Business Consumption Value (2019-2030) & (USD Million)
Figure 20. Japan Generative AI for Business Consumption Value (2019-2030) & (USD Million)
Figure 21. South Korea Generative AI for Business Consumption Value (2019-2030) & (USD Million)
Figure 22. ASEAN Generative AI for Business Consumption Value (2019-2030) & (USD Million)
Figure 23. India Generative AI for Business Consumption Value (2019-2030) & (USD Million)
Figure 24. Producer Shipments of Generative AI for Business by Player Revenue ($MM) and Market Share (%): 2023
Figure 25. Global Four-firm Concentration Ratios (CR4) for Generative AI for Business Markets in 2023
Figure 26. Global Four-firm Concentration Ratios (CR8) for Generative AI for Business Markets in 2023
Figure 27. United States VS China: Generative AI for Business Revenue Market Share Comparison (2019 & 2023 & 2030)
Figure 28. United States VS China: Generative AI for Business Consumption Value Market Share Comparison (2019 & 2023 & 2030)
Figure 29. World Generative AI for Business Market Size by Type, (USD Million), 2019 & 2023 & 2030
Figure 30. World Generative AI for Business Market Size Market Share by Type in 2023
Figure 31. Language Generation
Figure 32. Audio Generation
Figure 33. Visual Generation
Figure 34. Synthetic Data Generation
Figure 35. World Generative AI for Business Market Size Market Share by Type (2019-2030)
Figure 36. World Generative AI for Business Market Size by Application, (USD Million), 2019 & 2023 & 2030
Figure 37. World Generative AI for Business Market Size Market Share by Application in 2023
Figure 38. Automotive
Figure 39. Natural Sciences
Figure 40. Entertainment
Figure 41. Others
Figure 42. Generative AI for Business Industrial Chain
Figure 43. Methodology
Figure 44. Research Process and Data Source


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