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: 2016 VS 2021 VS 2027 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 Share by Application: 2016 VS 2021 VS 2027 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 1.3.11 Others 1.4 Study Objectives 1.5 Years Considered 2 Global Growth Trends 2.1 Global Natural Language Generation Software Market Perspective (2016-2027) 2.2 Natural Language Generation Software Growth Trends by Regions 2.2.1 Natural Language Generation Software Market Size by Regions: 2016 VS 2021 VS 2027 2.2.2 Natural Language Generation Software Historic Market Share by Regions (2016-2021) 2.2.3 Natural Language Generation Software Forecasted Market Size by Regions (2022-2027) 2.3 Natural Language Generation Software Industry Dynamic 2.3.1 Natural Language Generation Software Market 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 (2016-2021) 3.1.2 Global Natural Language Generation Software Revenue Market Share by Players (2016-2021) 3.2 Global Natural Language Generation Software Market Share by Company Type (Tier 1, Tier 2 and Tier 3) 3.3 Players Covered: 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 2020 3.5 Natural Language Generation Software Key Players Head office and Area Served 3.6 Key Players Natural Language Generation Software Product Solution and Service 3.7 Date of Enter into Natural Language Generation Software Market 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 (2016-2021) 4.2 Global Natural Language Generation Software Forecasted Market Size by Type (2022-2027) 5 Natural Language Generation Software Breakdown Data by Application 5.1 Global Natural Language Generation Software Historic Market Size by Application (2016-2021) 5.2 Global Natural Language Generation Software Forecasted Market Size by Application (2022-2027) 6 North America 6.1 North America Natural Language Generation Software Market Size (2016-2027) 6.2 North America Natural Language Generation Software Market Size by Type 6.2.1 North America Natural Language Generation Software Market Size by Type (2016-2021) 6.2.2 North America Natural Language Generation Software Market Size by Type (2022-2027) 6.2.3 North America Natural Language Generation Software Market Size by Type (2016-2027) 6.3 North America Natural Language Generation Software Market Size by Application 6.3.1 North America Natural Language Generation Software Market Size by Application (2016-2021) 6.3.2 North America Natural Language Generation Software Market Size by Application (2022-2027) 6.3.3 North America Natural Language Generation Software Market Size by Application (2016-2027) 6.4 North America Natural Language Generation Software Market Size by Country 6.4.1 North America Natural Language Generation Software Market Size by Country (2016-2021) 6.4.2 North America Natural Language Generation Software Market Size by Country (2022-2027) 6.4.3 United States 6.4.4 Canada 7 Europe 7.1 Europe Natural Language Generation Software Market Size (2016-2027) 7.2 Europe Natural Language Generation Software Market Size by Type 7.2.1 Europe Natural Language Generation Software Market Size by Type (2016-2021) 7.2.2 Europe Natural Language Generation Software Market Size by Type (2022-2027) 7.2.3 Europe Natural Language Generation Software Market Size by Type (2016-2027) 7.3 Europe Natural Language Generation Software Market Size by Application 7.3.1 Europe Natural Language Generation Software Market Size by Application (2016-2021) 7.3.2 Europe Natural Language Generation Software Market Size by Application (2022-2027) 7.3.3 Europe Natural Language Generation Software Market Size by Application (2016-2027) 7.4 Europe Natural Language Generation Software Market Size by Country 7.4.1 Europe Natural Language Generation Software Market Size by Country (2016-2021) 7.4.2 Europe Natural Language Generation Software Market Size by Country (2022-2027) 7.4.3 Germany 7.4.4 France 7.4.5 U.K. 7.4.6 Italy 7.4.7 Russia 7.4.8 Nordic 8 Asia-Pacific 8.1 Asia-Pacific Natural Language Generation Software Market Size (2016-2027) 8.2 Asia-Pacific Natural Language Generation Software Market Size by Type 8.2.1 Asia-Pacific Natural Language Generation Software Market Size by Type (2016-2021) 8.2.2 Asia-Pacific Natural Language Generation Software Market Size by Type (2022-2027) 8.2.3 Asia-Pacific Natural Language Generation Software Market Size by Type (2016-2027) 8.3 Asia-Pacific Natural Language Generation Software Market Size by Application 8.3.1 Asia-Pacific Natural Language Generation Software Market Size by Application (2016-2021) 8.3.2 Asia-Pacific Natural Language Generation Software Market Size by Application (2022-2027) 8.3.3 Asia-Pacific Natural Language Generation Software Market Size by Application (2016-2027) 8.4 Asia-Pacific Natural Language Generation Software Market Size by Region 8.4.1 Asia-Pacific Natural Language Generation Software Market Size by Region (2016-2021) 8.4.2 Asia-Pacific Natural Language Generation Software Market Size by Region (2022-2027) 8.4.3 China 8.4.4 Japan 8.4.5 South Korea 8.4.6 Southeast Asia 8.4.7 India 8.4.8 Australia 9 Latin America 9.1 Latin America Natural Language Generation Software Market Size (2016-2027) 9.2 Latin America Natural Language Generation Software Market Size by Type 9.2.1 Latin America Natural Language Generation Software Market Size by Type (2016-2021) 9.2.2 Latin America Natural Language Generation Software Market Size by Type (2022-2027) 9.2.3 Latin America Natural Language Generation Software Market Size by Type (2016-2027) 9.3 Latin America Natural Language Generation Software Market Size by Application 9.3.1 Latin America Natural Language Generation Software Market Size by Application (2016-2021) 9.3.2 Latin America Natural Language Generation Software Market Size by Application (2022-2027) 9.3.3 Latin America Natural Language Generation Software Market Size by Application (2016-2027) 9.4 Latin America Natural Language Generation Software Market Size by Country 9.4.1 Latin America Natural Language Generation Software Market Size by Country (2016-2021) 9.4.2 Latin America Natural Language Generation Software Market Size by Country (2022-2027) 9.4.3 Mexico 9.4.4 Brazil 10 Middle East & Africa 10.1 Middle East & Africa Natural Language Generation Software Market Size (2016-2027) 10.2 Middle East & Africa Natural Language Generation Software Market Size by Type 10.2.1 Middle East & Africa Natural Language Generation Software Market Size by Type (2016-2021) 10.2.2 Middle East & Africa Natural Language Generation Software Market Size by Type (2022-2027) 10.2.3 Middle East & Africa Natural Language Generation Software Market Size by Type (2016-2027) 10.3 Middle East & Africa Natural Language Generation Software Market Size by Application 10.3.1 Middle East & Africa Natural Language Generation Software Market Size by Application (2016-2021) 10.3.2 Middle East & Africa Natural Language Generation Software Market Size by Application (2022-2027) 10.3.3 Middle East & Africa Natural Language Generation Software Market Size by Application (2016-2027) 10.4 Middle East & Africa Natural Language Generation Software Market Size by Country 10.4.1 Middle East & Africa Natural Language Generation Software Market Size by Country (2016-2021) 10.4.2 Middle East & Africa Natural Language Generation Software Market Size by Country (2022-2027) 10.4.3 Turkey 10.4.4 Saudi Arabia 10.4.5 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 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 (2016-2021) 11.16.5 Google Cloud Recent Development 12 Analyst's Viewpoints/Conclusions 13 Appendix 13.1 Research Methodology 13.1.1 Methodology/Research Approach 13.1.2 Data Source 13.2 Disclaimer 13.3 Author Details

List of Tables Table 1. Global Natural Language Generation Software Market Size Growth Rate by Type (US$ Million):2016 VS 2021 VS 2027 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): 2016 VS 2021 VS 2027 Table 6. Global Natural Language Generation Software Market Size by Regions (US$ Million): 2016 VS 2021 VS 2027 Table 7. Global Natural Language Generation Software Market Size by Regions (2016-2021) & (US$ Million) Table 8. Global Natural Language Generation Software Market Share by Regions (2016-2021) Table 9. Global Natural Language Generation Software Forecasted Market Size by Regions (2022-2027) & (US$ Million) Table 10. Global Natural Language Generation Software Market Share by Regions (2022-2027) 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 (2016-2021) & (US$ Million) Table 16. Global Natural Language Generation Software Market Share by Players (2016-2021) 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 2020) Table 18. Ranking of Global Top Natural Language Generation Software Companies by Revenue (US$ Million) in 2020 Table 19. Global 5 Largest Players Market Share by Natural Language Generation Software Revenue (CR5 and HHI) & (2016-2021) Table 20. Key Players Headquarters and Area Served Table 21. Key Players Natural Language Generation Software Product Solution and Service Table 22. Date of Enter into Natural Language Generation Software Market Table 23. Mergers & Acquisitions, Expansion Plans Table 24. Global Natural Language Generation Software Market Size by Type (2016-2021) (US$ Million) Table 25. Global Natural Language Generation Software Revenue Market Share by Type (2016-2021) Table 26. Global Natural Language Generation Software Forecasted Market Size by Type (2022-2027) (US$ Million) Table 27. Global Natural Language Generation Software Revenue Market Share by Type (2022-2027) & (US$ Million) Table 28. Global Natural Language Generation Software Market Size Share by Application (2016-2021) & (US$ Million) Table 29. Global Natural Language Generation Software Revenue Market Share by Application (2016-2021) Table 30. Global Natural Language Generation Software Forecasted Market Size by Application (2022-2027) (US$ Million) Table 31. Global Natural Language Generation Software Revenue Market Share by Application (2022-2027) & (US$ Million) Table 32. North America Natural Language Generation Software Market Size by Type (2016-2021) (US$ Million) Table 33. North America Natural Language Generation Software Market Size by Type (2022-2027) & (US$ Million) Table 34. North America Natural Language Generation Software Market Size by Application (2016-2021) (US$ Million) Table 35. North America Natural Language Generation Software Market Size by Application (2022-2027) & (US$ Million) Table 36. North America Natural Language Generation Software Market Size by Country (2016-2021) & (US$ Million) Table 37. North America Natural Language Generation Software Market Size by Country (2022-2027) & (US$ Million) Table 38. Europe Natural Language Generation Software Market Size by Type (2016-2021) (US$ Million) Table 39. Europe Natural Language Generation Software Market Size by Type (2022-2027) & (US$ Million) Table 40. Europe Natural Language Generation Software Market Size by Application (2016-2021) (US$ Million) Table 41. Europe Natural Language Generation Software Market Size by Application (2022-2027) & (US$ Million) Table 42. Europe Natural Language Generation Software Market Size by Country (2016-2021) & (US$ Million) Table 43. Europe Natural Language Generation Software Market Size by Country (2022-2027) & (US$ Million) Table 44. Asia-Pacific Natural Language Generation Software Market Size by Type (2016-2021) (US$ Million) Table 45. Asia-Pacific Natural Language Generation Software Market Size by Type (2022-2027) & (US$ Million) Table 46. Asia-Pacific Natural Language Generation Software Market Size by Application (2016-2021) (US$ Million) Table 47. Asia-Pacific Natural Language Generation Software Market Size by Application (2022-2027) & (US$ Million) Table 48. Asia-Pacific Natural Language Generation Software Market Size by Region (2016-2021) & (US$ Million) Table 49. Asia-Pacific Natural Language Generation Software Market Size by Region (2022-2027) & (US$ Million) Table 50. Latin America Natural Language Generation Software Market Size by Type (2016-2021) (US$ Million) Table 51. Latin America Natural Language Generation Software Market Size by Type (2022-2027) & (US$ Million) Table 52. Latin America Natural Language Generation Software Market Size by Application (2016-2021) (US$ Million) Table 53. Latin America Natural Language Generation Software Market Size by Application (2022-2027) & (US$ Million) Table 54. Latin America Natural Language Generation Software Market Size by Country (2016-2021) & (US$ Million) Table 55. Latin America Natural Language Generation Software Market Size by Country (2022-2027) & (US$ Million) Table 56. Middle East & Africa Natural Language Generation Software Market Size by Type (2016-2021) (US$ Million) Table 57. Middle East & Africa Natural Language Generation Software Market Size by Type (2022-2027) & (US$ Million) Table 58. Middle East & Africa Natural Language Generation Software Market Size by Application (2016-2021) (US$ Million) Table 59. Middle East & Africa Natural Language Generation Software Market Size by Application (2022-2027) & (US$ Million) Table 60. Middle East & Africa Natural Language Generation Software Market Size by Country (2016-2021) & (US$ Million) Table 61. Middle East & Africa Natural Language Generation Software Market Size by Country (2022-2027) & (US$ Million) Table 62. Arria NLG Company Details Table 63. Arria NLG Business Overview Table 64. Arria NLG Natural Language Generation Software Product Table 65. Arria NLG Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 66. Arria NLG Recent Development Table 67. Amazon Web Services Company Details Table 68. Amazon Web Services Business Overview Table 69. Amazon Web Services Natural Language Generation Software Product Table 70. Amazon Web Services Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 71. Amazon Web Services Recent Development Table 72. International Business Machines Corporation Company Details Table 73. International Business Machines Corporation Business Overview Table 74. International Business Machines Corporation Natural Language Generation Software Product Table 75. International Business Machines Corporation Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 76. International Business Machines Corporation Recent Development Table 77. Narrative Science Company Details Table 78. Narrative Science Business Overview Table 79. Narrative Science Natural Language Generation Software Product Table 80. Narrative Science Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 81. Narrative Science Recent Development Table 82. Automated Insights Company Details Table 83. Automated Insights Business Overview Table 84. Automated Insights Natural Language Generation Software Product Table 85. Automated Insights Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 86. Automated Insights Recent Development Table 87. Narrativa Company Details Table 88. Narrativa Business Overview Table 89. Narrativa Natural Language Generation Software Product Table 90. Narrativa Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 91. Narrativa Recent Development Table 92. Yseop Company Details Table 93. Yseop Business Overview Table 94. Yseop Natural Language Generation Software Product Table 95. Yseop Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 96. Yseop Recent Development Table 97. Retresco GmbH Company Details Table 98. Retresco GmbH Business Overview Table 99. Retresco GmbH Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 100. Retresco GmbH Recent Development Table 101. Artificial Solutions Company Details Table 102. Artificial Solutions Business Overview Table 103. Artificial Solutions Natural Language Generation Software Product Table 104. Artificial Solutions Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 105. Artificial Solutions Recent Development Table 106. Phrasee Company Details Table 107. Phrasee Business Overview Table 108. Phrasee Natural Language Generation Software Product Table 109. Phrasee Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 110. Phrasee Recent Development Table 111. AX Semantics Company Details Table 112. AX Semantics Business Overview Table 113. AX Semantics Natural Language Generation Software Product Table 114. AX Semantics Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 115. AX Semantics Recent Development Table 116. CoGenTex Company Details Table 117. CoGenTex Business Overview Table 118. CoGenTex Natural Language Generation Software Product Table 119. CoGenTex Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 120. CoGenTex Recent Development Table 121. Phrasetech Company Details Table 122. Phrasetech Business Overview Table 123. Phrasetech Natural Language Generation Software Product Table 124. Phrasetech Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 125. Phrasetech Recent Development Table 126. Conversica Company Details Table 127. Conversica Business Overview Table 128. Conversica Natural Language Generation Software Product Table 129. Conversica Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 130. Conversica Recent Development Table 131. Wordsmith Company Details Table 132. Wordsmith Business Overview Table 133. Wordsmith Natural Language Generation Software Product Table 134. Wordsmith Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 135. Wordsmith Recent Development Table 136. Google Cloud Company Details Table 137. Google Cloud Business Overview Table 138. Google Cloud Natural Language Generation Software Product Table 139. Google Cloud Revenue in Natural Language Generation Software Business (2016-2021) & (US$ Million) Table 140. Google Cloud Recent Development Table 141. Research Programs/Design for This Report Table 142. Key Data Information from Secondary Sources Table 143. Key Data Information from Primary Sources List of Figures Figure 1. Global Natural Language Generation Software Market Share by Type: 2020 VS 2027 Figure 2. On premise Natural Language Generation Software Features Figure 3. Cloud-based Natural Language Generation Software Features Figure 4. Hybrid Natural Language Generation Software Features Figure 5. Global Natural Language Generation Software Market Share by Application: 2020 VS 2027 Figure 6. BFSI Case Studies Figure 7. Retail Case Studies Figure 8. E Commerce Case Studies Figure 9. Defense Case Studies Figure 10. Health Care Case Studies Figure 11. Manufacturing Case Studies Figure 12. Telecom and IT Case Studies Figure 13. Media and Entertainment Case Studies Figure 14. Energy and Utilities Case Studies Figure 15. Others Case Studies Figure 16. Natural Language Generation Software Report Years Considered Figure 17. Global Natural Language Generation Software Market Size (US$ Million), Year-over-Year: 2016-2027 Figure 18. Global Natural Language Generation Software Market Size (US$ Million), 2016 VS 2021 VS 2027 Figure 19. Global Natural Language Generation Software Market Share by Regions: 2020 VS 2027 Figure 20. Global Natural Language Generation Software Market Share by Regions (2022-2027) Figure 21. Global Natural Language Generation Software Market Share by Players in 2020 Figure 22. 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 2020 Figure 23. The Top 10 and 5 Players Market Share by Natural Language Generation Software Revenue in 2020 Figure 24. Global Natural Language Generation Software Revenue Market Share by Type (2016-2021) Figure 25. Global Natural Language Generation Software Revenue Market Share by Type (2022-2027) Figure 26. North America Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 27. North America Natural Language Generation Software Market Share by Type (2016-2027) Figure 28. North America Natural Language Generation Software Market Share by Application (2016-2027) Figure 29. North America Natural Language Generation Software Market Share by Country (2016-2027) Figure 30. United States Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 31. Canada Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 32. Europe Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 33. Europe Natural Language Generation Software Market Share by Type (2016-2027) Figure 34. Europe Natural Language Generation Software Market Share by Application (2016-2027) Figure 35. Europe Natural Language Generation Software Market Share by Country (2016-2027) Figure 36. Germany Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 37. France Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 38. U.K. Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 39. Italy Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 40. Russia Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 41. Nordic Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 42. Asia-Pacific Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 43. Asia-Pacific Natural Language Generation Software Market Share by Type (2016-2027) Figure 44. Asia-Pacific Natural Language Generation Software Market Share by Application (2016-2027) Figure 45. Asia-Pacific Natural Language Generation Software Market Share by Region (2016-2027) Figure 46. China Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 47. Japan Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 48. South Korea Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 49. Southeast Asia Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 50. India Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 51. Australia Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 52. Latin America Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 53. Latin America Natural Language Generation Software Market Share by Type (2016-2027) Figure 54. Latin America Natural Language Generation Software Market Share by Application (2016-2027) Figure 55. Latin America Natural Language Generation Software Market Share by Country (2016-2027) Figure 56. Mexico Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 57. Brazil Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 58. Middle East & Africa Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 59. Middle East & Africa Natural Language Generation Software Market Share by Type (2016-2027) Figure 60. Middle East & Africa Natural Language Generation Software Market Share by Application (2016-2027) Figure 61. Middle East & Africa Natural Language Generation Software Market Share by Country (2016-2027) Figure 62. Turkey Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 63. Saudi Arabia Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 64. UAE Natural Language Generation Software Market Size YoY Growth (2016-2027) & (US$ Million) Figure 65. Arria NLG Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 66. Amazon Web Services Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 67. International Business Machines Corporation Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 68. Narrative Science Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 69. Automated Insights Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 70. Narrativa Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 71. Yseop Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 72. Retresco GmbH Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 73. Artificial Solutions Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 74. Phrasee Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 75. AX Semantics Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 76. CoGenTex Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 77. Phrasetech Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 78. Conversica Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 79. Wordsmith Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 80. Google Cloud Revenue Growth Rate in Natural Language Generation Software Business (2016-2021) Figure 81. Bottom-up and Top-down Approaches for This Report Figure 82. Data Triangulation Figure 83. Key Executives Interviewed

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