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Global Natural Language Generation Software Market Research Report 2025
Published Date: July 2025
|
Report Code: QYRE-Auto-13I5972
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Global Natural Language Generation Software Market Insights Forecast to 2028
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Global Natural Language Generation Software Market Research Report 2025

Code: QYRE-Auto-13I5972
Report
July 2025
Pages:98
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES
FEATURED COMPANIES
Arria NLG
Amazon Web Services
International Business Machines Corporation
Narrative Science
Automated Insights
Narrativa
Yseop
Retresco
Artificial Solutions
Phrasee
AX Semantics
CoGenTex
Phrasetech
Conversica
Wordsmith
Google Cloud

Natural Language Generation Software Market Size

According to Gartner"s "Blue Book on the Development of the World"s Artificial Intelligence Industry 2018", the value of the global natural language processing market is expected to reach $ 16 billion by 2021.

Natural Language Generation Software Market

Natural Language Generation Software Market

The global market for Natural Language Generation Software was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.
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.
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 2018", the value of the global natural language processing market is expected to reach $ 16 billion by 2021.
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.
The Natural Language Generation Software market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Natural Language Generation Software market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Natural Language Generation Software companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of Natural Language Generation Software Market Report

Report Metric Details
Report Name Natural Language Generation Software Market
Accounted market size in 2021 $ 16 billion
Base Year 2021
Segment by Type
Segment by Application
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company 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
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of Natural Language Generation Software company competitive landscape, revenue 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, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. 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, and capacity of each country in the world.
  • Chapter 11: 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 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Natural Language Generation Software Market report?

Ans: The main players in the Natural Language Generation Software Market are 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

What are the Application segmentation covered in the Natural Language Generation Software Market report?

Ans: The Applications covered in the Natural Language Generation Software Market report are BFSI, Retail, E Commerce, Defense, Health Care, Manufacturing, Telecom and IT, Media and Entertainment, Energy and Utilities, Others

What are the Type segmentation covered in the Natural Language Generation Software Market report?

Ans: The Types covered in the Natural Language Generation Software Market report are On premise Natural Language Generation Software, Cloud-based Natural Language Generation Software, Hybrid Natural Language Generation Software

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1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Natural Language Generation Software Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 On premise Natural Language Generation Software
1.2.3 Cloud-based Natural Language Generation Software
1.2.4 Hybrid Natural Language Generation Software
1.3 Market by Application
1.3.1 Global Natural Language Generation Software Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 BFSI
1.3.3 Retail
1.3.4 E Commerce
1.3.5 Defense
1.3.6 Health Care
1.3.7 Manufacturing
1.3.8 Telecom and IT
1.3.9 Media and Entertainment
1.3.10 Energy and Utilities
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Natural Language Generation Software Market Perspective (2020-2031)
2.2 Global Natural Language Generation Software Growth Trends by Region
2.2.1 Global Natural Language Generation Software Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Natural Language Generation Software Historic Market Size by Region (2020-2025)
2.2.3 Natural Language Generation Software Forecasted Market Size by Region (2026-2031)
2.3 Natural Language Generation Software Market Dynamics
2.3.1 Natural Language Generation Software Industry Trends
2.3.2 Natural Language Generation Software Market Drivers
2.3.3 Natural Language Generation Software Market Challenges
2.3.4 Natural Language Generation Software Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Natural Language Generation Software Players by Revenue
3.1.1 Global Top Natural Language Generation Software Players by Revenue (2020-2025)
3.1.2 Global Natural Language Generation Software Revenue Market Share by Players (2020-2025)
3.2 Global Natural Language Generation Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Natural Language Generation Software Revenue
3.4 Global Natural Language Generation Software Market Concentration Ratio
3.4.1 Global Natural Language Generation Software Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Natural Language Generation Software Revenue in 2024
3.5 Global Key Players of Natural Language Generation Software Head office and Area Served
3.6 Global Key Players of Natural Language Generation Software, Product and Application
3.7 Global Key Players of Natural Language Generation Software, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Natural Language Generation Software Breakdown Data by Type
4.1 Global Natural Language Generation Software Historic Market Size by Type (2020-2025)
4.2 Global Natural Language Generation Software Forecasted Market Size by Type (2026-2031)
5 Natural Language Generation Software Breakdown Data by Application
5.1 Global Natural Language Generation Software Historic Market Size by Application (2020-2025)
5.2 Global Natural Language Generation Software Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Natural Language Generation Software Market Size (2020-2031)
6.2 North America Natural Language Generation Software Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Natural Language Generation Software Market Size by Country (2020-2025)
6.4 North America Natural Language Generation Software Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Natural Language Generation Software Market Size (2020-2031)
7.2 Europe Natural Language Generation Software Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Natural Language Generation Software Market Size by Country (2020-2025)
7.4 Europe Natural Language Generation Software Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Natural Language Generation Software Market Size (2020-2031)
8.2 Asia-Pacific Natural Language Generation Software Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Natural Language Generation Software Market Size by Region (2020-2025)
8.4 Asia-Pacific Natural Language Generation Software Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Natural Language Generation Software Market Size (2020-2031)
9.2 Latin America Natural Language Generation Software Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Natural Language Generation Software Market Size by Country (2020-2025)
9.4 Latin America Natural Language Generation Software Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Natural Language Generation Software Market Size (2020-2031)
10.2 Middle East & Africa Natural Language Generation Software Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Natural Language Generation Software Market Size by Country (2020-2025)
10.4 Middle East & Africa Natural Language Generation Software Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Arria NLG
11.1.1 Arria NLG Company Details
11.1.2 Arria NLG Business Overview
11.1.3 Arria NLG Natural Language Generation Software Introduction
11.1.4 Arria NLG Revenue in Natural Language Generation Software Business (2020-2025)
11.1.5 Arria NLG Recent Development
11.2 Amazon Web Services
11.2.1 Amazon Web Services Company Details
11.2.2 Amazon Web Services Business Overview
11.2.3 Amazon Web Services Natural Language Generation Software Introduction
11.2.4 Amazon Web Services Revenue in Natural Language Generation Software Business (2020-2025)
11.2.5 Amazon Web Services Recent Development
11.3 International Business Machines Corporation
11.3.1 International Business Machines Corporation Company Details
11.3.2 International Business Machines Corporation Business Overview
11.3.3 International Business Machines Corporation Natural Language Generation Software Introduction
11.3.4 International Business Machines Corporation Revenue in Natural Language Generation Software Business (2020-2025)
11.3.5 International Business Machines Corporation Recent Development
11.4 Narrative Science
11.4.1 Narrative Science Company Details
11.4.2 Narrative Science Business Overview
11.4.3 Narrative Science Natural Language Generation Software Introduction
11.4.4 Narrative Science Revenue in Natural Language Generation Software Business (2020-2025)
11.4.5 Narrative Science Recent Development
11.5 Automated Insights
11.5.1 Automated Insights Company Details
11.5.2 Automated Insights Business Overview
11.5.3 Automated Insights Natural Language Generation Software Introduction
11.5.4 Automated Insights Revenue in Natural Language Generation Software Business (2020-2025)
11.5.5 Automated Insights Recent Development
11.6 Narrativa
11.6.1 Narrativa Company Details
11.6.2 Narrativa Business Overview
11.6.3 Narrativa Natural Language Generation Software Introduction
11.6.4 Narrativa Revenue in Natural Language Generation Software Business (2020-2025)
11.6.5 Narrativa Recent Development
11.7 Yseop
11.7.1 Yseop Company Details
11.7.2 Yseop Business Overview
11.7.3 Yseop Natural Language Generation Software Introduction
11.7.4 Yseop Revenue in Natural Language Generation Software Business (2020-2025)
11.7.5 Yseop Recent Development
11.8 Retresco GmbH
11.8.1 Retresco GmbH Company Details
11.8.2 Retresco GmbH Business Overview
11.8.3 Retresco GmbH Natural Language Generation Software Introduction
11.8.4 Retresco GmbH Revenue in Natural Language Generation Software Business (2020-2025)
11.8.5 Retresco GmbH Recent Development
11.9 Artificial Solutions
11.9.1 Artificial Solutions Company Details
11.9.2 Artificial Solutions Business Overview
11.9.3 Artificial Solutions Natural Language Generation Software Introduction
11.9.4 Artificial Solutions Revenue in Natural Language Generation Software Business (2020-2025)
11.9.5 Artificial Solutions Recent Development
11.10 Phrasee
11.10.1 Phrasee Company Details
11.10.2 Phrasee Business Overview
11.10.3 Phrasee Natural Language Generation Software Introduction
11.10.4 Phrasee Revenue in Natural Language Generation Software Business (2020-2025)
11.10.5 Phrasee Recent Development
11.11 AX Semantics
11.11.1 AX Semantics Company Details
11.11.2 AX Semantics Business Overview
11.11.3 AX Semantics Natural Language Generation Software Introduction
11.11.4 AX Semantics Revenue in Natural Language Generation Software Business (2020-2025)
11.11.5 AX Semantics Recent Development
11.12 CoGenTex
11.12.1 CoGenTex Company Details
11.12.2 CoGenTex Business Overview
11.12.3 CoGenTex Natural Language Generation Software Introduction
11.12.4 CoGenTex Revenue in Natural Language Generation Software Business (2020-2025)
11.12.5 CoGenTex Recent Development
11.13 Phrasetech
11.13.1 Phrasetech Company Details
11.13.2 Phrasetech Business Overview
11.13.3 Phrasetech Natural Language Generation Software Introduction
11.13.4 Phrasetech Revenue in Natural Language Generation Software Business (2020-2025)
11.13.5 Phrasetech Recent Development
11.14 Conversica
11.14.1 Conversica Company Details
11.14.2 Conversica Business Overview
11.14.3 Conversica Natural Language Generation Software Introduction
11.14.4 Conversica Revenue in Natural Language Generation Software Business (2020-2025)
11.14.5 Conversica Recent Development
11.15 Wordsmith
11.15.1 Wordsmith Company Details
11.15.2 Wordsmith Business Overview
11.15.3 Wordsmith Natural Language Generation Software Introduction
11.15.4 Wordsmith Revenue in Natural Language Generation Software Business (2020-2025)
11.15.5 Wordsmith Recent Development
11.16 Google Cloud
11.16.1 Google Cloud Company Details
11.16.2 Google Cloud Business Overview
11.16.3 Google Cloud Natural Language Generation Software Introduction
11.16.4 Google Cloud Revenue in Natural Language Generation Software Business (2020-2025)
11.16.5 Google Cloud Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
FEATURED COMPANIES
Arria NLG
Amazon Web Services
International Business Machines Corporation
Narrative Science
Automated Insights
Narrativa
Yseop
Retresco
Artificial Solutions
Phrasee
AX Semantics
CoGenTex
Phrasetech
Conversica
Wordsmith
Google Cloud
List of Tables
 Table 1. Global Natural Language Generation Software Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
 Table 2. Key Players of On premise Natural Language Generation Software
 Table 3. Key Players of Cloud-based Natural Language Generation Software
 Table 4. Key Players of Hybrid Natural Language Generation Software
 Table 5. Global Natural Language Generation Software Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
 Table 6. Global Natural Language Generation Software Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 7. Global Natural Language Generation Software Market Size by Region (2020-2025) & (US$ Million)
 Table 8. Global Natural Language Generation Software Market Share by Region (2020-2025)
 Table 9. Global Natural Language Generation Software Forecasted Market Size by Region (2026-2031) & (US$ Million)
 Table 10. Global Natural Language Generation Software Market Share by Region (2026-2031)
 Table 11. Natural Language Generation Software Market Trends
 Table 12. Natural Language Generation Software Market Drivers
 Table 13. Natural Language Generation Software Market Challenges
 Table 14. Natural Language Generation Software Market Restraints
 Table 15. Global Natural Language Generation Software Revenue by Players (2020-2025) & (US$ Million)
 Table 16. Global Natural Language Generation Software Market Share by Players (2020-2025)
 Table 17. Global Top Natural Language Generation Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Natural Language Generation Software as of 2024)
 Table 18. Ranking of Global Top Natural Language Generation Software Companies by Revenue (US$ Million) in 2024
 Table 19. Global 5 Largest Players Market Share by Natural Language Generation Software Revenue (CR5 and HHI) & (2020-2025)
 Table 20. Global Key Players of Natural Language Generation Software, Headquarters and Area Served
 Table 21. Global Key Players of Natural Language Generation Software, Product and Application
 Table 22. Global Key Players of Natural Language Generation Software, Date of Enter into This Industry
 Table 23. Mergers & Acquisitions, Expansion Plans
 Table 24. Global Natural Language Generation Software Market Size by Type (2020-2025) & (US$ Million)
 Table 25. Global Natural Language Generation Software Revenue Market Share by Type (2020-2025)
 Table 26. Global Natural Language Generation Software Forecasted Market Size by Type (2026-2031) & (US$ Million)
 Table 27. Global Natural Language Generation Software Revenue Market Share by Type (2026-2031)
 Table 28. Global Natural Language Generation Software Market Size by Application (2020-2025) & (US$ Million)
 Table 29. Global Natural Language Generation Software Revenue Market Share by Application (2020-2025)
 Table 30. Global Natural Language Generation Software Forecasted Market Size by Application (2026-2031) & (US$ Million)
 Table 31. Global Natural Language Generation Software Revenue Market Share by Application (2026-2031)
 Table 32. North America Natural Language Generation Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 33. North America Natural Language Generation Software Market Size by Country (2020-2025) & (US$ Million)
 Table 34. North America Natural Language Generation Software Market Size by Country (2026-2031) & (US$ Million)
 Table 35. Europe Natural Language Generation Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 36. Europe Natural Language Generation Software Market Size by Country (2020-2025) & (US$ Million)
 Table 37. Europe Natural Language Generation Software Market Size by Country (2026-2031) & (US$ Million)
 Table 38. Asia-Pacific Natural Language Generation Software Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 39. Asia-Pacific Natural Language Generation Software Market Size by Region (2020-2025) & (US$ Million)
 Table 40. Asia-Pacific Natural Language Generation Software Market Size by Region (2026-2031) & (US$ Million)
 Table 41. Latin America Natural Language Generation Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 42. Latin America Natural Language Generation Software Market Size by Country (2020-2025) & (US$ Million)
 Table 43. Latin America Natural Language Generation Software Market Size by Country (2026-2031) & (US$ Million)
 Table 44. Middle East & Africa Natural Language Generation Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 45. Middle East & Africa Natural Language Generation Software Market Size by Country (2020-2025) & (US$ Million)
 Table 46. Middle East & Africa Natural Language Generation Software Market Size by Country (2026-2031) & (US$ Million)
 Table 47. Arria NLG Company Details
 Table 48. Arria NLG Business Overview
 Table 49. Arria NLG Natural Language Generation Software Product
 Table 50. Arria NLG Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 51. Arria NLG Recent Development
 Table 52. Amazon Web Services Company Details
 Table 53. Amazon Web Services Business Overview
 Table 54. Amazon Web Services Natural Language Generation Software Product
 Table 55. Amazon Web Services Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 56. Amazon Web Services Recent Development
 Table 57. International Business Machines Corporation Company Details
 Table 58. International Business Machines Corporation Business Overview
 Table 59. International Business Machines Corporation Natural Language Generation Software Product
 Table 60. International Business Machines Corporation Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 61. International Business Machines Corporation Recent Development
 Table 62. Narrative Science Company Details
 Table 63. Narrative Science Business Overview
 Table 64. Narrative Science Natural Language Generation Software Product
 Table 65. Narrative Science Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 66. Narrative Science Recent Development
 Table 67. Automated Insights Company Details
 Table 68. Automated Insights Business Overview
 Table 69. Automated Insights Natural Language Generation Software Product
 Table 70. Automated Insights Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 71. Automated Insights Recent Development
 Table 72. Narrativa Company Details
 Table 73. Narrativa Business Overview
 Table 74. Narrativa Natural Language Generation Software Product
 Table 75. Narrativa Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 76. Narrativa Recent Development
 Table 77. Yseop Company Details
 Table 78. Yseop Business Overview
 Table 79. Yseop Natural Language Generation Software Product
 Table 80. Yseop Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 81. Yseop Recent Development
 Table 82. Retresco GmbH Company Details
 Table 83. Retresco GmbH Business Overview
 Table 84. Retresco GmbH Natural Language Generation Software Product
 Table 85. Retresco GmbH Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 86. Retresco GmbH Recent Development
 Table 87. Artificial Solutions Company Details
 Table 88. Artificial Solutions Business Overview
 Table 89. Artificial Solutions Natural Language Generation Software Product
 Table 90. Artificial Solutions Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 91. Artificial Solutions Recent Development
 Table 92. Phrasee Company Details
 Table 93. Phrasee Business Overview
 Table 94. Phrasee Natural Language Generation Software Product
 Table 95. Phrasee Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 96. Phrasee Recent Development
 Table 97. AX Semantics Company Details
 Table 98. AX Semantics Business Overview
 Table 99. AX Semantics Natural Language Generation Software Product
 Table 100. AX Semantics Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 101. AX Semantics Recent Development
 Table 102. CoGenTex Company Details
 Table 103. CoGenTex Business Overview
 Table 104. CoGenTex Natural Language Generation Software Product
 Table 105. CoGenTex Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 106. CoGenTex Recent Development
 Table 107. Phrasetech Company Details
 Table 108. Phrasetech Business Overview
 Table 109. Phrasetech Natural Language Generation Software Product
 Table 110. Phrasetech Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 111. Phrasetech Recent Development
 Table 112. Conversica Company Details
 Table 113. Conversica Business Overview
 Table 114. Conversica Natural Language Generation Software Product
 Table 115. Conversica Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 116. Conversica Recent Development
 Table 117. Wordsmith Company Details
 Table 118. Wordsmith Business Overview
 Table 119. Wordsmith Natural Language Generation Software Product
 Table 120. Wordsmith Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 121. Wordsmith Recent Development
 Table 122. Google Cloud Company Details
 Table 123. Google Cloud Business Overview
 Table 124. Google Cloud Natural Language Generation Software Product
 Table 125. Google Cloud Revenue in Natural Language Generation Software Business (2020-2025) & (US$ Million)
 Table 126. Google Cloud Recent Development
 Table 127. Research Programs/Design for This Report
 Table 128. Key Data Information from Secondary Sources
 Table 129. Key Data Information from Primary Sources
 Table 130. Authors List of This Report


List of Figures
 Figure 1. Natural Language Generation Software Picture
 Figure 2. Global Natural Language Generation Software Market Size Comparison by Type (2020-2031) & (US$ Million)
 Figure 3. Global Natural Language Generation Software Market Share by Type: 2024 VS 2031
 Figure 4. On premise Natural Language Generation Software Features
 Figure 5. Cloud-based Natural Language Generation Software Features
 Figure 6. Hybrid Natural Language Generation Software Features
 Figure 7. Global Natural Language Generation Software Market Size by Application (2020-2031) & (US$ Million)
 Figure 8. Global Natural Language Generation Software Market Share by Application: 2024 VS 2031
 Figure 9. BFSI Case Studies
 Figure 10. Retail Case Studies
 Figure 11. E Commerce Case Studies
 Figure 12. Defense Case Studies
 Figure 13. Health Care Case Studies
 Figure 14. Manufacturing Case Studies
 Figure 15. Telecom and IT Case Studies
 Figure 16. Media and Entertainment Case Studies
 Figure 17. Energy and Utilities Case Studies
 Figure 18. Natural Language Generation Software Report Years Considered
 Figure 19. Global Natural Language Generation Software Market Size (US$ Million), Year-over-Year: 2020-2031
 Figure 20. Global Natural Language Generation Software Market Size, (US$ Million), 2020 VS 2024 VS 2031
 Figure 21. Global Natural Language Generation Software Market Share by Region: 2024 VS 2031
 Figure 22. Global Natural Language Generation Software Market Share by Players in 2024
 Figure 23. Global Top Natural Language Generation Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Natural Language Generation Software as of 2024)
 Figure 24. The Top 10 and 5 Players Market Share by Natural Language Generation Software Revenue in 2024
 Figure 25. North America Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 26. North America Natural Language Generation Software Market Share by Country (2020-2031)
 Figure 27. United States Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 28. Canada Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 29. Europe Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 30. Europe Natural Language Generation Software Market Share by Country (2020-2031)
 Figure 31. Germany Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 32. France Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 33. U.K. Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 34. Italy Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 35. Russia Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 36. Nordic Countries Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 37. Asia-Pacific Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 38. Asia-Pacific Natural Language Generation Software Market Share by Region (2020-2031)
 Figure 39. China Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 40. Japan Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 41. South Korea Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 42. Southeast Asia Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 43. India Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 44. Australia Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 45. Latin America Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 46. Latin America Natural Language Generation Software Market Share by Country (2020-2031)
 Figure 47. Mexico Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 48. Brazil Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 49. Middle East & Africa Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 50. Middle East & Africa Natural Language Generation Software Market Share by Country (2020-2031)
 Figure 51. Turkey Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 52. Saudi Arabia Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 53. UAE Natural Language Generation Software Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 54. Arria NLG Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 55. Amazon Web Services Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 56. International Business Machines Corporation Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 57. Narrative Science Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 58. Automated Insights Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 59. Narrativa Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 60. Yseop Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 61. Retresco GmbH Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 62. Artificial Solutions Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 63. Phrasee Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 64. AX Semantics Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 65. CoGenTex Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 66. Phrasetech Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 67. Conversica Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 68. Wordsmith Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 69. Google Cloud Revenue Growth Rate in Natural Language Generation Software Business (2020-2025)
 Figure 70. Bottom-up and Top-down Approaches for This Report
 Figure 71. Data Triangulation
 Figure 72. Key Executives Interviewed
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