Natural language generation (NLG) is part of natural language processing. It generates natural language from machine representation systems such as knowledge bases or logical forms. When this form of representation is used as a model for mental representation, psycholinguists use the term linguistic output. Natural language generation system can be said to be a translator that translates materials into natural language expressions. However, the method of generating the final language is different from the compiler because the natural language is expressed in various ways.
This report aims to provide a comprehensive presentation of the global market for Natural Language Generation Software, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Natural Language Generation Software. This report contains market size and forecasts of Natural Language Generation Software in global, including the following market information:
Global Natural Language Generation Software Market Revenue, 2019-2024, 2025-2030, ($ millions)
Global top five companies in 2023 (%)
The global Natural Language Generation Software market was valued at US$ million in 2023 and is projected to reach US$ million by 2030, at a CAGR of % during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
Natural language is a unique expression of human wisdom. Natural language processing is an important research direction in the field of computer science and artificial intelligence. It aims to study the theory and methods of effective communication between human and machine using natural language. According to Gartner's "Blue Book on the Development of the World's Artificial Intelligence Industry 2019", the value of the global natural language processing market is expected to reach $ 16 billion by 2022.
We surveyed the Natural Language Generation Software companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Natural Language Generation Software Market, by Type, 2019-2024, 2025-2030 ($ millions)
Global Natural Language Generation Software Market Segment Percentages, by Type, 2023 (%)
On premise Natural Language Generation Software
Cloud-based Natural Language Generation Software
Hybrid Natural Language Generation Software
Global Natural Language Generation Software Market, by Application, 2019-2024, 2025-2030 ($ millions)
Global Natural Language Generation Software Market Segment Percentages, by Application, 2023 (%)
BFSI
Retail
E Commerce
Defense
Health Care
Manufacturing
Telecom and IT
Media and Entertainment
Energy and Utilities
Others
Global Natural Language Generation Software Market, By Region and Country, 2019-2024, 2025-2030 ($ Millions)
Global Natural Language Generation Software Market Segment Percentages, By Region and Country, 2023 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Natural Language Generation Software revenues in global market, 2019-2024 (estimated), ($ millions)
Key companies Natural Language Generation Software revenues share in global market, 2023 (%)
Further, the report presents profiles of competitors in the market, key players include:
Arria NLG
Amazon Web Services
International Business Machines Corporation
Narrative Science
Automated Insights
Narrativa
Yseop
Retresco GmbH
Artificial Solutions
Phrasee
AX Semantics
CoGenTex
Phrasetech
Conversica
Wordsmith
Google Cloud
Outline of Major Chapters:
Chapter 1: Introduces the definition of Natural Language Generation Software, market overview.
Chapter 2: Global Natural Language Generation Software market size in revenue.
Chapter 3: Detailed analysis of Natural Language Generation Software company competitive landscape, revenue and market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales of Natural Language Generation Software in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 8: The main points and conclusions of the report.
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Natural Language Generation Software Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Natural Language Generation Software Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Natural Language Generation Software Overall Market Size
2.1 Global Natural Language Generation Software Market Size: 2023 VS 2030
2.2 Global Natural Language Generation Software Market Size, Prospects & Forecasts: 2019-2030
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Natural Language Generation Software Players in Global Market
3.2 Top Global Natural Language Generation Software Companies Ranked by Revenue
3.3 Global Natural Language Generation Software Revenue by Companies
3.4 Top 3 and Top 5 Natural Language Generation Software Companies in Global Market, by Revenue in 2023
3.5 Global Companies Natural Language Generation Software Product Type
3.6 Tier 1, Tier 2 and Tier 3 Natural Language Generation Software Players in Global Market
3.6.1 List of Global Tier 1 Natural Language Generation Software Companies
3.6.2 List of Global Tier 2 and Tier 3 Natural Language Generation Software Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Natural Language Generation Software Market Size Markets, 2023 & 2030
4.1.2 On premise Natural Language Generation Software
4.1.3 Cloud-based Natural Language Generation Software
4.1.4 Hybrid Natural Language Generation Software
4.2 By Type - Global Natural Language Generation Software Revenue & Forecasts
4.2.1 By Type - Global Natural Language Generation Software Revenue, 2019-2024
4.2.2 By Type - Global Natural Language Generation Software Revenue, 2025-2030
4.2.3 By Type - Global Natural Language Generation Software Revenue Market Share, 2019-2030
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Natural Language Generation Software Market Size, 2023 & 2030
5.1.2 BFSI
5.1.3 Retail
5.1.4 E Commerce
5.1.5 Defense
5.1.6 Health Care
5.1.7 Manufacturing
5.1.8 Telecom and IT
5.1.9 Media and Entertainment
5.1.10 Energy and Utilities
5.1.11 Others
5.2 By Application - Global Natural Language Generation Software Revenue & Forecasts
5.2.1 By Application - Global Natural Language Generation Software Revenue, 2019-2024
5.2.2 By Application - Global Natural Language Generation Software Revenue, 2025-2030
5.2.3 By Application - Global Natural Language Generation Software Revenue Market Share, 2019-2030
6 Sights by Region
6.1 By Region - Global Natural Language Generation Software Market Size, 2023 & 2030
6.2 By Region - Global Natural Language Generation Software Revenue & Forecasts
6.2.1 By Region - Global Natural Language Generation Software Revenue, 2019-2024
6.2.2 By Region - Global Natural Language Generation Software Revenue, 2025-2030
6.2.3 By Region - Global Natural Language Generation Software Revenue Market Share, 2019-2030
6.3 North America
6.3.1 By Country - North America Natural Language Generation Software Revenue, 2019-2030
6.3.2 US Natural Language Generation Software Market Size, 2019-2030
6.3.3 Canada Natural Language Generation Software Market Size, 2019-2030
6.3.4 Mexico Natural Language Generation Software Market Size, 2019-2030
6.4 Europe
6.4.1 By Country - Europe Natural Language Generation Software Revenue, 2019-2030
6.4.2 Germany Natural Language Generation Software Market Size, 2019-2030
6.4.3 France Natural Language Generation Software Market Size, 2019-2030
6.4.4 U.K. Natural Language Generation Software Market Size, 2019-2030
6.4.5 Italy Natural Language Generation Software Market Size, 2019-2030
6.4.6 Russia Natural Language Generation Software Market Size, 2019-2030
6.4.7 Nordic Countries Natural Language Generation Software Market Size, 2019-2030
6.4.8 Benelux Natural Language Generation Software Market Size, 2019-2030
6.5 Asia
6.5.1 By Region - Asia Natural Language Generation Software Revenue, 2019-2030
6.5.2 China Natural Language Generation Software Market Size, 2019-2030
6.5.3 Japan Natural Language Generation Software Market Size, 2019-2030
6.5.4 South Korea Natural Language Generation Software Market Size, 2019-2030
6.5.5 Southeast Asia Natural Language Generation Software Market Size, 2019-2030
6.5.6 India Natural Language Generation Software Market Size, 2019-2030
6.6 South America
6.6.1 By Country - South America Natural Language Generation Software Revenue, 2019-2030
6.6.2 Brazil Natural Language Generation Software Market Size, 2019-2030
6.6.3 Argentina Natural Language Generation Software Market Size, 2019-2030
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Natural Language Generation Software Revenue, 2019-2030
6.7.2 Turkey Natural Language Generation Software Market Size, 2019-2030
6.7.3 Israel Natural Language Generation Software Market Size, 2019-2030
6.7.4 Saudi Arabia Natural Language Generation Software Market Size, 2019-2030
6.7.5 UAE Natural Language Generation Software Market Size, 2019-2030
7 Natural Language Generation Software Companies Profiles
7.1 Arria NLG
7.1.1 Arria NLG Company Summary
7.1.2 Arria NLG Business Overview
7.1.3 Arria NLG Natural Language Generation Software Major Product Offerings
7.1.4 Arria NLG Natural Language Generation Software Revenue in Global Market (2019-2024)
7.1.5 Arria NLG Key News & Latest Developments
7.2 Amazon Web Services
7.2.1 Amazon Web Services Company Summary
7.2.2 Amazon Web Services Business Overview
7.2.3 Amazon Web Services Natural Language Generation Software Major Product Offerings
7.2.4 Amazon Web Services Natural Language Generation Software Revenue in Global Market (2019-2024)
7.2.5 Amazon Web Services Key News & Latest Developments
7.3 International Business Machines Corporation
7.3.1 International Business Machines Corporation Company Summary
7.3.2 International Business Machines Corporation Business Overview
7.3.3 International Business Machines Corporation Natural Language Generation Software Major Product Offerings
7.3.4 International Business Machines Corporation Natural Language Generation Software Revenue in Global Market (2019-2024)
7.3.5 International Business Machines Corporation Key News & Latest Developments
7.4 Narrative Science
7.4.1 Narrative Science Company Summary
7.4.2 Narrative Science Business Overview
7.4.3 Narrative Science Natural Language Generation Software Major Product Offerings
7.4.4 Narrative Science Natural Language Generation Software Revenue in Global Market (2019-2024)
7.4.5 Narrative Science Key News & Latest Developments
7.5 Automated Insights
7.5.1 Automated Insights Company Summary
7.5.2 Automated Insights Business Overview
7.5.3 Automated Insights Natural Language Generation Software Major Product Offerings
7.5.4 Automated Insights Natural Language Generation Software Revenue in Global Market (2019-2024)
7.5.5 Automated Insights Key News & Latest Developments
7.6 Narrativa
7.6.1 Narrativa Company Summary
7.6.2 Narrativa Business Overview
7.6.3 Narrativa Natural Language Generation Software Major Product Offerings
7.6.4 Narrativa Natural Language Generation Software Revenue in Global Market (2019-2024)
7.6.5 Narrativa Key News & Latest Developments
7.7 Yseop
7.7.1 Yseop Company Summary
7.7.2 Yseop Business Overview
7.7.3 Yseop Natural Language Generation Software Major Product Offerings
7.7.4 Yseop Natural Language Generation Software Revenue in Global Market (2019-2024)
7.7.5 Yseop Key News & Latest Developments
7.8 Retresco GmbH
7.8.1 Retresco GmbH Company Summary
7.8.2 Retresco GmbH Business Overview
7.8.3 Retresco GmbH Natural Language Generation Software Major Product Offerings
7.8.4 Retresco GmbH Natural Language Generation Software Revenue in Global Market (2019-2024)
7.8.5 Retresco GmbH Key News & Latest Developments
7.9 Artificial Solutions
7.9.1 Artificial Solutions Company Summary
7.9.2 Artificial Solutions Business Overview
7.9.3 Artificial Solutions Natural Language Generation Software Major Product Offerings
7.9.4 Artificial Solutions Natural Language Generation Software Revenue in Global Market (2019-2024)
7.9.5 Artificial Solutions Key News & Latest Developments
7.10 Phrasee
7.10.1 Phrasee Company Summary
7.10.2 Phrasee Business Overview
7.10.3 Phrasee Natural Language Generation Software Major Product Offerings
7.10.4 Phrasee Natural Language Generation Software Revenue in Global Market (2019-2024)
7.10.5 Phrasee Key News & Latest Developments
7.11 AX Semantics
7.11.1 AX Semantics Company Summary
7.11.2 AX Semantics Business Overview
7.11.3 AX Semantics Natural Language Generation Software Major Product Offerings
7.11.4 AX Semantics Natural Language Generation Software Revenue in Global Market (2019-2024)
7.11.5 AX Semantics Key News & Latest Developments
7.12 CoGenTex
7.12.1 CoGenTex Company Summary
7.12.2 CoGenTex Business Overview
7.12.3 CoGenTex Natural Language Generation Software Major Product Offerings
7.12.4 CoGenTex Natural Language Generation Software Revenue in Global Market (2019-2024)
7.12.5 CoGenTex Key News & Latest Developments
7.13 Phrasetech
7.13.1 Phrasetech Company Summary
7.13.2 Phrasetech Business Overview
7.13.3 Phrasetech Natural Language Generation Software Major Product Offerings
7.13.4 Phrasetech Natural Language Generation Software Revenue in Global Market (2019-2024)
7.13.5 Phrasetech Key News & Latest Developments
7.14 Conversica
7.14.1 Conversica Company Summary
7.14.2 Conversica Business Overview
7.14.3 Conversica Natural Language Generation Software Major Product Offerings
7.14.4 Conversica Natural Language Generation Software Revenue in Global Market (2019-2024)
7.14.5 Conversica Key News & Latest Developments
7.15 Wordsmith
7.15.1 Wordsmith Company Summary
7.15.2 Wordsmith Business Overview
7.15.3 Wordsmith Natural Language Generation Software Major Product Offerings
7.15.4 Wordsmith Natural Language Generation Software Revenue in Global Market (2019-2024)
7.15.5 Wordsmith Key News & Latest Developments
7.16 Google Cloud
7.16.1 Google Cloud Company Summary
7.16.2 Google Cloud Business Overview
7.16.3 Google Cloud Natural Language Generation Software Major Product Offerings
7.16.4 Google Cloud Natural Language Generation Software Revenue in Global Market (2019-2024)
7.16.5 Google Cloud Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Natural Language Generation Software Market Opportunities & Trends in Global Market
Table 2. Natural Language Generation Software Market Drivers in Global Market
Table 3. Natural Language Generation Software Market Restraints in Global Market
Table 4. Key Players of Natural Language Generation Software in Global Market
Table 5. Top Natural Language Generation Software Players in Global Market, Ranking by Revenue (2023)
Table 6. Global Natural Language Generation Software Revenue by Companies, (US$, Mn), 2019-2024
Table 7. Global Natural Language Generation Software Revenue Share by Companies, 2019-2024
Table 8. Global Companies Natural Language Generation Software Product Type
Table 9. List of Global Tier 1 Natural Language Generation Software Companies, Revenue (US$, Mn) in 2023 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Natural Language Generation Software Companies, Revenue (US$, Mn) in 2023 and Market Share
Table 11. By Type ? Global Natural Language Generation Software Revenue, (US$, Mn), 2023 & 2030
Table 12. By Type - Natural Language Generation Software Revenue in Global (US$, Mn), 2019-2024
Table 13. By Type - Natural Language Generation Software Revenue in Global (US$, Mn), 2025-2030
Table 14. By Application ? Global Natural Language Generation Software Revenue, (US$, Mn), 2023 & 2030
Table 15. By Application - Natural Language Generation Software Revenue in Global (US$, Mn), 2019-2024
Table 16. By Application - Natural Language Generation Software Revenue in Global (US$, Mn), 2025-2030
Table 17. By Region ? Global Natural Language Generation Software Revenue, (US$, Mn), 2023 & 2030
Table 18. By Region - Global Natural Language Generation Software Revenue (US$, Mn), 2019-2024
Table 19. By Region - Global Natural Language Generation Software Revenue (US$, Mn), 2025-2030
Table 20. By Country - North America Natural Language Generation Software Revenue, (US$, Mn), 2019-2024
Table 21. By Country - North America Natural Language Generation Software Revenue, (US$, Mn), 2025-2030
Table 22. By Country - Europe Natural Language Generation Software Revenue, (US$, Mn), 2019-2024
Table 23. By Country - Europe Natural Language Generation Software Revenue, (US$, Mn), 2025-2030
Table 24. By Region - Asia Natural Language Generation Software Revenue, (US$, Mn), 2019-2024
Table 25. By Region - Asia Natural Language Generation Software Revenue, (US$, Mn), 2025-2030
Table 26. By Country - South America Natural Language Generation Software Revenue, (US$, Mn), 2019-2024
Table 27. By Country - South America Natural Language Generation Software Revenue, (US$, Mn), 2025-2030
Table 28. By Country - Middle East & Africa Natural Language Generation Software Revenue, (US$, Mn), 2019-2024
Table 29. By Country - Middle East & Africa Natural Language Generation Software Revenue, (US$, Mn), 2025-2030
Table 30. Arria NLG Company Summary
Table 31. Arria NLG Natural Language Generation Software Product Offerings
Table 32. Arria NLG Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 33. Arria NLG Key News & Latest Developments
Table 34. Amazon Web Services Company Summary
Table 35. Amazon Web Services Natural Language Generation Software Product Offerings
Table 36. Amazon Web Services Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 37. Amazon Web Services Key News & Latest Developments
Table 38. International Business Machines Corporation Company Summary
Table 39. International Business Machines Corporation Natural Language Generation Software Product Offerings
Table 40. International Business Machines Corporation Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 41. International Business Machines Corporation Key News & Latest Developments
Table 42. Narrative Science Company Summary
Table 43. Narrative Science Natural Language Generation Software Product Offerings
Table 44. Narrative Science Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 45. Narrative Science Key News & Latest Developments
Table 46. Automated Insights Company Summary
Table 47. Automated Insights Natural Language Generation Software Product Offerings
Table 48. Automated Insights Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 49. Automated Insights Key News & Latest Developments
Table 50. Narrativa Company Summary
Table 51. Narrativa Natural Language Generation Software Product Offerings
Table 52. Narrativa Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 53. Narrativa Key News & Latest Developments
Table 54. Yseop Company Summary
Table 55. Yseop Natural Language Generation Software Product Offerings
Table 56. Yseop Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 57. Yseop Key News & Latest Developments
Table 58. Retresco GmbH Company Summary
Table 59. Retresco GmbH Natural Language Generation Software Product Offerings
Table 60. Retresco GmbH Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 61. Retresco GmbH Key News & Latest Developments
Table 62. Artificial Solutions Company Summary
Table 63. Artificial Solutions Natural Language Generation Software Product Offerings
Table 64. Artificial Solutions Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 65. Artificial Solutions Key News & Latest Developments
Table 66. Phrasee Company Summary
Table 67. Phrasee Natural Language Generation Software Product Offerings
Table 68. Phrasee Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 69. Phrasee Key News & Latest Developments
Table 70. AX Semantics Company Summary
Table 71. AX Semantics Natural Language Generation Software Product Offerings
Table 72. AX Semantics Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 73. AX Semantics Key News & Latest Developments
Table 74. CoGenTex Company Summary
Table 75. CoGenTex Natural Language Generation Software Product Offerings
Table 76. CoGenTex Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 77. CoGenTex Key News & Latest Developments
Table 78. Phrasetech Company Summary
Table 79. Phrasetech Natural Language Generation Software Product Offerings
Table 80. Phrasetech Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 81. Phrasetech Key News & Latest Developments
Table 82. Conversica Company Summary
Table 83. Conversica Natural Language Generation Software Product Offerings
Table 84. Conversica Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 85. Conversica Key News & Latest Developments
Table 86. Wordsmith Company Summary
Table 87. Wordsmith Natural Language Generation Software Product Offerings
Table 88. Wordsmith Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 89. Wordsmith Key News & Latest Developments
Table 90. Google Cloud Company Summary
Table 91. Google Cloud Natural Language Generation Software Product Offerings
Table 92. Google Cloud Natural Language Generation Software Revenue (US$, Mn) & (2019-2024)
Table 93. Google Cloud Key News & Latest Developments
List of Figures
Figure 1. Natural Language Generation Software Segment by Type in 2023
Figure 2. Natural Language Generation Software Segment by Application in 2023
Figure 3. Global Natural Language Generation Software Market Overview: 2023
Figure 4. Key Caveats
Figure 5. Global Natural Language Generation Software Market Size: 2023 VS 2030 (US$, Mn)
Figure 6. Global Natural Language Generation Software Revenue, 2019-2030 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Natural Language Generation Software Revenue in 2023
Figure 8. By Type - Global Natural Language Generation Software Revenue Market Share, 2019-2030
Figure 9. By Application - Global Natural Language Generation Software Revenue Market Share, 2019-2030
Figure 10. By Type - Global Natural Language Generation Software Revenue, (US$, Mn), 2023 & 2030
Figure 11. By Type - Global Natural Language Generation Software Revenue Market Share, 2019-2030
Figure 12. By Application - Global Natural Language Generation Software Revenue, (US$, Mn), 2023 & 2030
Figure 13. By Application - Global Natural Language Generation Software Revenue Market Share, 2019-2030
Figure 14. By Region - Global Natural Language Generation Software Revenue Market Share, 2019-2030
Figure 15. By Country - North America Natural Language Generation Software Revenue Market Share, 2019-2030
Figure 16. US Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 17. Canada Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 18. Mexico Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 19. By Country - Europe Natural Language Generation Software Revenue Market Share, 2019-2030
Figure 20. Germany Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 21. France Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 22. U.K. Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 23. Italy Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 24. Russia Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 25. Nordic Countries Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 26. Benelux Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 27. By Region - Asia Natural Language Generation Software Revenue Market Share, 2019-2030
Figure 28. China Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 29. Japan Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 30. South Korea Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 31. Southeast Asia Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 32. India Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 33. By Country - South America Natural Language Generation Software Revenue Market Share, 2019-2030
Figure 34. Brazil Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 35. Argentina Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 36. By Country - Middle East & Africa Natural Language Generation Software Revenue Market Share, 2019-2030
Figure 37. Turkey Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 38. Israel Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 39. Saudi Arabia Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 40. UAE Natural Language Generation Software Revenue, (US$, Mn), 2019-2030
Figure 41. Arria NLG Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 42. Amazon Web Services Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 43. International Business Machines Corporation Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 44. Narrative Science Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 45. Automated Insights Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 46. Narrativa Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 47. Yseop Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 48. Retresco GmbH Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 49. Artificial Solutions Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 50. Phrasee Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 51. AX Semantics Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 52. CoGenTex Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 53. Phrasetech Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 54. Conversica Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 55. Wordsmith Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
Figure 56. Google Cloud Natural Language Generation Software Revenue Year Over Year Growth (US$, Mn) & (2019-2024)
