List of Tables
Table 1. Global Natural Language Generation Services Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030
Table 2. Key Players of Cloud
Table 3. Key Players of On-Premises
Table 4. Global Natural Language Generation Services Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030
Table 5. Global Natural Language Generation Services Market Size by Region (US$ Million): 2019 VS 2023 VS 2030
Table 6. Global Natural Language Generation Services Market Size by Region (2019-2024) & (US$ Million)
Table 7. Global Natural Language Generation Services Market Share by Region (2019-2024)
Table 8. Global Natural Language Generation Services Forecasted Market Size by Region (2025-2030) & (US$ Million)
Table 9. Global Natural Language Generation Services Market Share by Region (2025-2030)
Table 10. Natural Language Generation Services Market Trends
Table 11. Natural Language Generation Services Market Drivers
Table 12. Natural Language Generation Services Market Challenges
Table 13. Natural Language Generation Services Market Restraints
Table 14. Global Natural Language Generation Services Revenue by Players (2019-2024) & (US$ Million)
Table 15. Global Natural Language Generation Services Market Share by Players (2019-2024)
Table 16. Global Top Natural Language Generation Services Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Natural Language Generation Services as of 2023)
Table 17. Ranking of Global Top Natural Language Generation Services Companies by Revenue (US$ Million) in 2023
Table 18. Global 5 Largest Players Market Share by Natural Language Generation Services Revenue (CR5 and HHI) & (2019-2024)
Table 19. Global Key Players of Natural Language Generation Services, Headquarters and Area Served
Table 20. Global Key Players of Natural Language Generation Services, Product and Application
Table 21. Global Key Players of Natural Language Generation Services, Date of Enter into This Industry
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Natural Language Generation Services Market Size by Type (2019-2024) & (US$ Million)
Table 24. Global Natural Language Generation Services Revenue Market Share by Type (2019-2024)
Table 25. Global Natural Language Generation Services Forecasted Market Size by Type (2025-2030) & (US$ Million)
Table 26. Global Natural Language Generation Services Revenue Market Share by Type (2025-2030)
Table 27. Global Natural Language Generation Services Market Size by Application (2019-2024) & (US$ Million)
Table 28. Global Natural Language Generation Services Revenue Market Share by Application (2019-2024)
Table 29. Global Natural Language Generation Services Forecasted Market Size by Application (2025-2030) & (US$ Million)
Table 30. Global Natural Language Generation Services Revenue Market Share by Application (2025-2030)
Table 31. North America Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 32. North America Natural Language Generation Services Market Size by Country (2019-2024) & (US$ Million)
Table 33. North America Natural Language Generation Services Market Size by Country (2025-2030) & (US$ Million)
Table 34. Europe Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 35. Europe Natural Language Generation Services Market Size by Country (2019-2024) & (US$ Million)
Table 36. Europe Natural Language Generation Services Market Size by Country (2025-2030) & (US$ Million)
Table 37. Asia-Pacific Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 38. Asia-Pacific Natural Language Generation Services Market Size by Region (2019-2024) & (US$ Million)
Table 39. Asia-Pacific Natural Language Generation Services Market Size by Region (2025-2030) & (US$ Million)
Table 40. Latin America Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 41. Latin America Natural Language Generation Services Market Size by Country (2019-2024) & (US$ Million)
Table 42. Latin America Natural Language Generation Services Market Size by Country (2025-2030) & (US$ Million)
Table 43. Middle East & Africa Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 44. Middle East & Africa Natural Language Generation Services Market Size by Country (2019-2024) & (US$ Million)
Table 45. Middle East & Africa Natural Language Generation Services Market Size by Country (2025-2030) & (US$ Million)
Table 46. Amazon Web Services, Inc. (U.S.) Company Details
Table 47. Amazon Web Services, Inc. (U.S.) Business Overview
Table 48. Amazon Web Services, Inc. (U.S.) Natural Language Generation Services Product
Table 49. Amazon Web Services, Inc. (U.S.) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 50. Amazon Web Services, Inc. (U.S.) Recent Development
Table 51. IBM (U.S.) Company Details
Table 52. IBM (U.S.) Business Overview
Table 53. IBM (U.S.) Natural Language Generation Services Product
Table 54. IBM (U.S.) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 55. IBM (U.S.) Recent Development
Table 56. Yseop (France) Company Details
Table 57. Yseop (France) Business Overview
Table 58. Yseop (France) Natural Language Generation Services Product
Table 59. Yseop (France) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 60. Yseop (France) Recent Development
Table 61. AX Semantics (Germany) Company Details
Table 62. AX Semantics (Germany) Business Overview
Table 63. AX Semantics (Germany) Natural Language Generation Services Product
Table 64. AX Semantics (Germany) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 65. AX Semantics (Germany) Recent Development
Table 66. 2txt - natural language generation GmbH (Germany) Company Details
Table 67. 2txt - natural language generation GmbH (Germany) Business Overview
Table 68. 2txt - natural language generation GmbH (Germany) Natural Language Generation Services Product
Table 69. 2txt - natural language generation GmbH (Germany) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 70. 2txt - natural language generation GmbH (Germany) Recent Development
Table 71. Linguastat Inc. (U.S.) Company Details
Table 72. Linguastat Inc. (U.S.) Business Overview
Table 73. Linguastat Inc. (U.S.) Natural Language Generation Services Product
Table 74. Linguastat Inc. (U.S.) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 75. Linguastat Inc. (U.S.) Recent Development
Table 76. Textual Relations AB. (Gothenburg) Company Details
Table 77. Textual Relations AB. (Gothenburg) Business Overview
Table 78. Textual Relations AB. (Gothenburg) Natural Language Generation Services Product
Table 79. Textual Relations AB. (Gothenburg) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 80. Textual Relations AB. (Gothenburg) Recent Development
Table 81. Newsrx. (U.S.) Company Details
Table 82. Newsrx. (U.S.) Business Overview
Table 83. Newsrx. (U.S.) Natural Language Generation Services Product
Table 84. Newsrx. (U.S.) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 85. Newsrx. (U.S.) Recent Development
Table 86. Arria NLG (U.K.) Company Details
Table 87. Arria NLG (U.K.) Business Overview
Table 88. Arria NLG (U.K.) Natural Language Generation Services Product
Table 89. Arria NLG (U.K.) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 90. Arria NLG (U.K.) Recent Development
Table 91. Artificial Solutions (Sweden) Company Details
Table 92. Artificial Solutions (Sweden) Business Overview
Table 93. Artificial Solutions (Sweden) Natural Language Generation Services Product
Table 94. Artificial Solutions (Sweden) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 95. Artificial Solutions (Sweden) Recent Development
Table 96. Restresco (U.S.) Company Details
Table 97. Restresco (U.S.) Business Overview
Table 98. Restresco (U.S.) Natural Language Generation Services Product
Table 99. Restresco (U.S.) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 100. Restresco (U.S.) Recent Development
Table 101. Conversica (U.S.) Company Details
Table 102. Conversica (U.S.) Business Overview
Table 103. Conversica (U.S.) Natural Language Generation Services Product
Table 104. Conversica (U.S.) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 105. Conversica (U.S.) Recent Development
Table 106. NewsRx (U.S.) Company Details
Table 107. NewsRx (U.S.) Business Overview
Table 108. NewsRx (U.S.) Natural Language Generation Services Product
Table 109. NewsRx (U.S.) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 110. NewsRx (U.S.) Recent Development
Table 111. CoGenTax Inc. (U.S.) Company Details
Table 112. CoGenTax Inc. (U.S.) Business Overview
Table 113. CoGenTax Inc. (U.S.) Natural Language Generation Services Product
Table 114. CoGenTax Inc. (U.S.) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 115. CoGenTax Inc. (U.S.) Recent Development
Table 116. Phrasetech (Sweden) Company Details
Table 117. Phrasetech (Sweden) Business Overview
Table 118. Phrasetech (Sweden) Natural Language Generation Services Product
Table 119. Phrasetech (Sweden) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 120. Phrasetech (Sweden) Recent Development
Table 121. vPhrase (India) Company Details
Table 122. vPhrase (India) Business Overview
Table 123. vPhrase (India) Natural Language Generation Services Product
Table 124. vPhrase (India) Revenue in Natural Language Generation Services Business (2019-2024) & (US$ Million)
Table 125. vPhrase (India) Recent Development
Table 126. Research Programs/Design for This Report
Table 127. Key Data Information from Secondary Sources
Table 128. Key Data Information from Primary Sources
Table 129. Authors List of This Report
List of Figures
Figure 1. Natural Language Generation Services Picture
Figure 2. Global Natural Language Generation Services Market Size Comparison by Type (2024-2030) & (US$ Million)
Figure 3. Global Natural Language Generation Services Market Share by Type: 2023 VS 2030
Figure 4. Cloud Features
Figure 5. On-Premises Features
Figure 6. Global Natural Language Generation Services Market Size by Application (2024-2030) & (US$ Million)
Figure 7. Global Natural Language Generation Services Market Share by Application: 2023 VS 2030
Figure 8. Finance Case Studies
Figure 9. Legal Case Studies
Figure 10. Marketing and Sales Case Studies
Figure 11. Operations Case Studies
Figure 12. Human Resources Case Studies
Figure 13. Natural Language Generation Services Report Years Considered
Figure 14. Global Natural Language Generation Services Market Size (US$ Million), Year-over-Year: 2019-2030
Figure 15. Global Natural Language Generation Services Market Size, (US$ Million), 2019 VS 2023 VS 2030
Figure 16. Global Natural Language Generation Services Market Share by Region: 2023 VS 2030
Figure 17. Global Natural Language Generation Services Market Share by Players in 2023
Figure 18. Global Top Natural Language Generation Services Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Natural Language Generation Services as of 2023)
Figure 19. The Top 10 and 5 Players Market Share by Natural Language Generation Services Revenue in 2023
Figure 20. North America Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 21. North America Natural Language Generation Services Market Share by Country (2019-2030)
Figure 22. United States Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 23. Canada Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 24. Europe Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 25. Europe Natural Language Generation Services Market Share by Country (2019-2030)
Figure 26. Germany Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 27. France Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 28. U.K. Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 29. Italy Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 30. Russia Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 31. Nordic Countries Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 32. Asia-Pacific Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 33. Asia-Pacific Natural Language Generation Services Market Share by Region (2019-2030)
Figure 34. China Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 35. Japan Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 36. South Korea Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 37. Southeast Asia Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 38. India Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 39. Australia Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 40. Latin America Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 41. Latin America Natural Language Generation Services Market Share by Country (2019-2030)
Figure 42. Mexico Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 43. Brazil Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 44. Middle East & Africa Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 45. Middle East & Africa Natural Language Generation Services Market Share by Country (2019-2030)
Figure 46. Turkey Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 47. Saudi Arabia Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 48. UAE Natural Language Generation Services Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 49. Amazon Web Services, Inc. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 50. IBM (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 51. Yseop (France) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 52. AX Semantics (Germany) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 53. 2txt - natural language generation GmbH (Germany) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 54. Linguastat Inc. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 55. Textual Relations AB. (Gothenburg) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 56. Newsrx. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 57. Arria NLG (U.K.) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 58. Artificial Solutions (Sweden) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 59. Restresco (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 60. Conversica (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 61. NewsRx (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 62. CoGenTax Inc. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 63. Phrasetech (Sweden) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 64. vPhrase (India) Revenue Growth Rate in Natural Language Generation Services Business (2019-2024)
Figure 65. Bottom-up and Top-down Approaches for This Report
Figure 66. Data Triangulation
Figure 67. Key Executives Interviewed