Service & Software
Global Natural Language Generation Services Market Research Report 2025
- Dec 02, 25
- ID: 640662
- Pages: 97
- Figures: 92
- Views: 2
This report aims to provide a comprehensive presentation of the global market for Natural Language Generation Services, 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 Services.
The Natural Language Generation Services 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 Services 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 Services 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
By Company
Amazon Web Services, Inc. (U.S.)
IBM (U.S.)
Yseop (France)
AX Semantics (Germany)
2txt - natural language generation GmbH (Germany)
Linguastat Inc. (U.S.)
Textual Relations AB. (Gothenburg)
Newsrx. (U.S.)
Arria NLG (U.K.)
Artificial Solutions (Sweden)
Restresco (U.S.)
Conversica (U.S.)
NewsRx (U.S.)
CoGenTax Inc. (U.S.)
Phrasetech (Sweden)
vPhrase (India)
Segment by Type
Cloud
On-Premises
Segment by Application
Finance
Legal
Marketing and Sales
Operations
Human Resources
By Region
North America
United States
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Rest of Europe
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
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 Services 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.
The Natural Language Generation Services 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 Services 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 Services 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
By Company
Amazon Web Services, Inc. (U.S.)
IBM (U.S.)
Yseop (France)
AX Semantics (Germany)
2txt - natural language generation GmbH (Germany)
Linguastat Inc. (U.S.)
Textual Relations AB. (Gothenburg)
Newsrx. (U.S.)
Arria NLG (U.K.)
Artificial Solutions (Sweden)
Restresco (U.S.)
Conversica (U.S.)
NewsRx (U.S.)
CoGenTax Inc. (U.S.)
Phrasetech (Sweden)
vPhrase (India)
Segment by Type
Cloud
On-Premises
Segment by Application
Finance
Legal
Marketing and Sales
Operations
Human Resources
By Region
North America
United States
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Rest of Europe
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
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 Services 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.
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Natural Language Generation Services Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Cloud
1.2.3 On-Premises
1.3 Market by Application
1.3.1 Global Natural Language Generation Services Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Finance
1.3.3 Legal
1.3.4 Marketing and Sales
1.3.5 Operations
1.3.6 Human Resources
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Natural Language Generation Services Market Perspective (2020-2031)
2.2 Global Natural Language Generation Services Growth Trends by Region
2.2.1 Global Natural Language Generation Services Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Natural Language Generation Services Historic Market Size by Region (2020-2025)
2.2.3 Natural Language Generation Services Forecasted Market Size by Region (2026-2031)
2.3 Natural Language Generation Services Market Dynamics
2.3.1 Natural Language Generation Services Industry Trends
2.3.2 Natural Language Generation Services Market Drivers
2.3.3 Natural Language Generation Services Market Challenges
2.3.4 Natural Language Generation Services Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Natural Language Generation Services Players by Revenue
3.1.1 Global Top Natural Language Generation Services Players by Revenue (2020-2025)
3.1.2 Global Natural Language Generation Services Revenue Market Share by Players (2020-2025)
3.2 Global Natural Language Generation Services Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Natural Language Generation Services Revenue
3.4 Global Natural Language Generation Services Market Concentration Ratio
3.4.1 Global Natural Language Generation Services Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Natural Language Generation Services Revenue in 2024
3.5 Global Key Players of Natural Language Generation Services Head office and Area Served
3.6 Global Key Players of Natural Language Generation Services, Product and Application
3.7 Global Key Players of Natural Language Generation Services, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Natural Language Generation Services Breakdown Data by Type
4.1 Global Natural Language Generation Services Historic Market Size by Type (2020-2025)
4.2 Global Natural Language Generation Services Forecasted Market Size by Type (2026-2031)
5 Natural Language Generation Services Breakdown Data by Application
5.1 Global Natural Language Generation Services Historic Market Size by Application (2020-2025)
5.2 Global Natural Language Generation Services Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Natural Language Generation Services Market Size (2020-2031)
6.2 North America Natural Language Generation Services Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Natural Language Generation Services Market Size by Country (2020-2025)
6.4 North America Natural Language Generation Services Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Natural Language Generation Services Market Size (2020-2031)
7.2 Europe Natural Language Generation Services Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Natural Language Generation Services Market Size by Country (2020-2025)
7.4 Europe Natural Language Generation Services 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 Services Market Size (2020-2031)
8.2 Asia-Pacific Natural Language Generation Services Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Natural Language Generation Services Market Size by Region (2020-2025)
8.4 Asia-Pacific Natural Language Generation Services 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 Services Market Size (2020-2031)
9.2 Latin America Natural Language Generation Services Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Natural Language Generation Services Market Size by Country (2020-2025)
9.4 Latin America Natural Language Generation Services Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Natural Language Generation Services Market Size (2020-2031)
10.2 Middle East & Africa Natural Language Generation Services Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Natural Language Generation Services Market Size by Country (2020-2025)
10.4 Middle East & Africa Natural Language Generation Services Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Amazon Web Services, Inc. (U.S.)
11.1.1 Amazon Web Services, Inc. (U.S.) Company Details
11.1.2 Amazon Web Services, Inc. (U.S.) Business Overview
11.1.3 Amazon Web Services, Inc. (U.S.) Natural Language Generation Services Introduction
11.1.4 Amazon Web Services, Inc. (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.1.5 Amazon Web Services, Inc. (U.S.) Recent Development
11.2 IBM (U.S.)
11.2.1 IBM (U.S.) Company Details
11.2.2 IBM (U.S.) Business Overview
11.2.3 IBM (U.S.) Natural Language Generation Services Introduction
11.2.4 IBM (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.2.5 IBM (U.S.) Recent Development
11.3 Yseop (France)
11.3.1 Yseop (France) Company Details
11.3.2 Yseop (France) Business Overview
11.3.3 Yseop (France) Natural Language Generation Services Introduction
11.3.4 Yseop (France) Revenue in Natural Language Generation Services Business (2020-2025)
11.3.5 Yseop (France) Recent Development
11.4 AX Semantics (Germany)
11.4.1 AX Semantics (Germany) Company Details
11.4.2 AX Semantics (Germany) Business Overview
11.4.3 AX Semantics (Germany) Natural Language Generation Services Introduction
11.4.4 AX Semantics (Germany) Revenue in Natural Language Generation Services Business (2020-2025)
11.4.5 AX Semantics (Germany) Recent Development
11.5 2txt - natural language generation GmbH (Germany)
11.5.1 2txt - natural language generation GmbH (Germany) Company Details
11.5.2 2txt - natural language generation GmbH (Germany) Business Overview
11.5.3 2txt - natural language generation GmbH (Germany) Natural Language Generation Services Introduction
11.5.4 2txt - natural language generation GmbH (Germany) Revenue in Natural Language Generation Services Business (2020-2025)
11.5.5 2txt - natural language generation GmbH (Germany) Recent Development
11.6 Linguastat Inc. (U.S.)
11.6.1 Linguastat Inc. (U.S.) Company Details
11.6.2 Linguastat Inc. (U.S.) Business Overview
11.6.3 Linguastat Inc. (U.S.) Natural Language Generation Services Introduction
11.6.4 Linguastat Inc. (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.6.5 Linguastat Inc. (U.S.) Recent Development
11.7 Textual Relations AB. (Gothenburg)
11.7.1 Textual Relations AB. (Gothenburg) Company Details
11.7.2 Textual Relations AB. (Gothenburg) Business Overview
11.7.3 Textual Relations AB. (Gothenburg) Natural Language Generation Services Introduction
11.7.4 Textual Relations AB. (Gothenburg) Revenue in Natural Language Generation Services Business (2020-2025)
11.7.5 Textual Relations AB. (Gothenburg) Recent Development
11.8 Newsrx. (U.S.)
11.8.1 Newsrx. (U.S.) Company Details
11.8.2 Newsrx. (U.S.) Business Overview
11.8.3 Newsrx. (U.S.) Natural Language Generation Services Introduction
11.8.4 Newsrx. (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.8.5 Newsrx. (U.S.) Recent Development
11.9 Arria NLG (U.K.)
11.9.1 Arria NLG (U.K.) Company Details
11.9.2 Arria NLG (U.K.) Business Overview
11.9.3 Arria NLG (U.K.) Natural Language Generation Services Introduction
11.9.4 Arria NLG (U.K.) Revenue in Natural Language Generation Services Business (2020-2025)
11.9.5 Arria NLG (U.K.) Recent Development
11.10 Artificial Solutions (Sweden)
11.10.1 Artificial Solutions (Sweden) Company Details
11.10.2 Artificial Solutions (Sweden) Business Overview
11.10.3 Artificial Solutions (Sweden) Natural Language Generation Services Introduction
11.10.4 Artificial Solutions (Sweden) Revenue in Natural Language Generation Services Business (2020-2025)
11.10.5 Artificial Solutions (Sweden) Recent Development
11.11 Restresco (U.S.)
11.11.1 Restresco (U.S.) Company Details
11.11.2 Restresco (U.S.) Business Overview
11.11.3 Restresco (U.S.) Natural Language Generation Services Introduction
11.11.4 Restresco (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.11.5 Restresco (U.S.) Recent Development
11.12 Conversica (U.S.)
11.12.1 Conversica (U.S.) Company Details
11.12.2 Conversica (U.S.) Business Overview
11.12.3 Conversica (U.S.) Natural Language Generation Services Introduction
11.12.4 Conversica (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.12.5 Conversica (U.S.) Recent Development
11.13 NewsRx (U.S.)
11.13.1 NewsRx (U.S.) Company Details
11.13.2 NewsRx (U.S.) Business Overview
11.13.3 NewsRx (U.S.) Natural Language Generation Services Introduction
11.13.4 NewsRx (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.13.5 NewsRx (U.S.) Recent Development
11.14 CoGenTax Inc. (U.S.)
11.14.1 CoGenTax Inc. (U.S.) Company Details
11.14.2 CoGenTax Inc. (U.S.) Business Overview
11.14.3 CoGenTax Inc. (U.S.) Natural Language Generation Services Introduction
11.14.4 CoGenTax Inc. (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.14.5 CoGenTax Inc. (U.S.) Recent Development
11.15 Phrasetech (Sweden)
11.15.1 Phrasetech (Sweden) Company Details
11.15.2 Phrasetech (Sweden) Business Overview
11.15.3 Phrasetech (Sweden) Natural Language Generation Services Introduction
11.15.4 Phrasetech (Sweden) Revenue in Natural Language Generation Services Business (2020-2025)
11.15.5 Phrasetech (Sweden) Recent Development
11.16 vPhrase (India)
11.16.1 vPhrase (India) Company Details
11.16.2 vPhrase (India) Business Overview
11.16.3 vPhrase (India) Natural Language Generation Services Introduction
11.16.4 vPhrase (India) Revenue in Natural Language Generation Services Business (2020-2025)
11.16.5 vPhrase (India) 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
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Natural Language Generation Services Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Cloud
1.2.3 On-Premises
1.3 Market by Application
1.3.1 Global Natural Language Generation Services Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Finance
1.3.3 Legal
1.3.4 Marketing and Sales
1.3.5 Operations
1.3.6 Human Resources
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Natural Language Generation Services Market Perspective (2020-2031)
2.2 Global Natural Language Generation Services Growth Trends by Region
2.2.1 Global Natural Language Generation Services Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Natural Language Generation Services Historic Market Size by Region (2020-2025)
2.2.3 Natural Language Generation Services Forecasted Market Size by Region (2026-2031)
2.3 Natural Language Generation Services Market Dynamics
2.3.1 Natural Language Generation Services Industry Trends
2.3.2 Natural Language Generation Services Market Drivers
2.3.3 Natural Language Generation Services Market Challenges
2.3.4 Natural Language Generation Services Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Natural Language Generation Services Players by Revenue
3.1.1 Global Top Natural Language Generation Services Players by Revenue (2020-2025)
3.1.2 Global Natural Language Generation Services Revenue Market Share by Players (2020-2025)
3.2 Global Natural Language Generation Services Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Natural Language Generation Services Revenue
3.4 Global Natural Language Generation Services Market Concentration Ratio
3.4.1 Global Natural Language Generation Services Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Natural Language Generation Services Revenue in 2024
3.5 Global Key Players of Natural Language Generation Services Head office and Area Served
3.6 Global Key Players of Natural Language Generation Services, Product and Application
3.7 Global Key Players of Natural Language Generation Services, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Natural Language Generation Services Breakdown Data by Type
4.1 Global Natural Language Generation Services Historic Market Size by Type (2020-2025)
4.2 Global Natural Language Generation Services Forecasted Market Size by Type (2026-2031)
5 Natural Language Generation Services Breakdown Data by Application
5.1 Global Natural Language Generation Services Historic Market Size by Application (2020-2025)
5.2 Global Natural Language Generation Services Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Natural Language Generation Services Market Size (2020-2031)
6.2 North America Natural Language Generation Services Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Natural Language Generation Services Market Size by Country (2020-2025)
6.4 North America Natural Language Generation Services Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Natural Language Generation Services Market Size (2020-2031)
7.2 Europe Natural Language Generation Services Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Natural Language Generation Services Market Size by Country (2020-2025)
7.4 Europe Natural Language Generation Services 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 Services Market Size (2020-2031)
8.2 Asia-Pacific Natural Language Generation Services Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Natural Language Generation Services Market Size by Region (2020-2025)
8.4 Asia-Pacific Natural Language Generation Services 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 Services Market Size (2020-2031)
9.2 Latin America Natural Language Generation Services Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Natural Language Generation Services Market Size by Country (2020-2025)
9.4 Latin America Natural Language Generation Services Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Natural Language Generation Services Market Size (2020-2031)
10.2 Middle East & Africa Natural Language Generation Services Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Natural Language Generation Services Market Size by Country (2020-2025)
10.4 Middle East & Africa Natural Language Generation Services Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Amazon Web Services, Inc. (U.S.)
11.1.1 Amazon Web Services, Inc. (U.S.) Company Details
11.1.2 Amazon Web Services, Inc. (U.S.) Business Overview
11.1.3 Amazon Web Services, Inc. (U.S.) Natural Language Generation Services Introduction
11.1.4 Amazon Web Services, Inc. (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.1.5 Amazon Web Services, Inc. (U.S.) Recent Development
11.2 IBM (U.S.)
11.2.1 IBM (U.S.) Company Details
11.2.2 IBM (U.S.) Business Overview
11.2.3 IBM (U.S.) Natural Language Generation Services Introduction
11.2.4 IBM (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.2.5 IBM (U.S.) Recent Development
11.3 Yseop (France)
11.3.1 Yseop (France) Company Details
11.3.2 Yseop (France) Business Overview
11.3.3 Yseop (France) Natural Language Generation Services Introduction
11.3.4 Yseop (France) Revenue in Natural Language Generation Services Business (2020-2025)
11.3.5 Yseop (France) Recent Development
11.4 AX Semantics (Germany)
11.4.1 AX Semantics (Germany) Company Details
11.4.2 AX Semantics (Germany) Business Overview
11.4.3 AX Semantics (Germany) Natural Language Generation Services Introduction
11.4.4 AX Semantics (Germany) Revenue in Natural Language Generation Services Business (2020-2025)
11.4.5 AX Semantics (Germany) Recent Development
11.5 2txt - natural language generation GmbH (Germany)
11.5.1 2txt - natural language generation GmbH (Germany) Company Details
11.5.2 2txt - natural language generation GmbH (Germany) Business Overview
11.5.3 2txt - natural language generation GmbH (Germany) Natural Language Generation Services Introduction
11.5.4 2txt - natural language generation GmbH (Germany) Revenue in Natural Language Generation Services Business (2020-2025)
11.5.5 2txt - natural language generation GmbH (Germany) Recent Development
11.6 Linguastat Inc. (U.S.)
11.6.1 Linguastat Inc. (U.S.) Company Details
11.6.2 Linguastat Inc. (U.S.) Business Overview
11.6.3 Linguastat Inc. (U.S.) Natural Language Generation Services Introduction
11.6.4 Linguastat Inc. (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.6.5 Linguastat Inc. (U.S.) Recent Development
11.7 Textual Relations AB. (Gothenburg)
11.7.1 Textual Relations AB. (Gothenburg) Company Details
11.7.2 Textual Relations AB. (Gothenburg) Business Overview
11.7.3 Textual Relations AB. (Gothenburg) Natural Language Generation Services Introduction
11.7.4 Textual Relations AB. (Gothenburg) Revenue in Natural Language Generation Services Business (2020-2025)
11.7.5 Textual Relations AB. (Gothenburg) Recent Development
11.8 Newsrx. (U.S.)
11.8.1 Newsrx. (U.S.) Company Details
11.8.2 Newsrx. (U.S.) Business Overview
11.8.3 Newsrx. (U.S.) Natural Language Generation Services Introduction
11.8.4 Newsrx. (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.8.5 Newsrx. (U.S.) Recent Development
11.9 Arria NLG (U.K.)
11.9.1 Arria NLG (U.K.) Company Details
11.9.2 Arria NLG (U.K.) Business Overview
11.9.3 Arria NLG (U.K.) Natural Language Generation Services Introduction
11.9.4 Arria NLG (U.K.) Revenue in Natural Language Generation Services Business (2020-2025)
11.9.5 Arria NLG (U.K.) Recent Development
11.10 Artificial Solutions (Sweden)
11.10.1 Artificial Solutions (Sweden) Company Details
11.10.2 Artificial Solutions (Sweden) Business Overview
11.10.3 Artificial Solutions (Sweden) Natural Language Generation Services Introduction
11.10.4 Artificial Solutions (Sweden) Revenue in Natural Language Generation Services Business (2020-2025)
11.10.5 Artificial Solutions (Sweden) Recent Development
11.11 Restresco (U.S.)
11.11.1 Restresco (U.S.) Company Details
11.11.2 Restresco (U.S.) Business Overview
11.11.3 Restresco (U.S.) Natural Language Generation Services Introduction
11.11.4 Restresco (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.11.5 Restresco (U.S.) Recent Development
11.12 Conversica (U.S.)
11.12.1 Conversica (U.S.) Company Details
11.12.2 Conversica (U.S.) Business Overview
11.12.3 Conversica (U.S.) Natural Language Generation Services Introduction
11.12.4 Conversica (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.12.5 Conversica (U.S.) Recent Development
11.13 NewsRx (U.S.)
11.13.1 NewsRx (U.S.) Company Details
11.13.2 NewsRx (U.S.) Business Overview
11.13.3 NewsRx (U.S.) Natural Language Generation Services Introduction
11.13.4 NewsRx (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.13.5 NewsRx (U.S.) Recent Development
11.14 CoGenTax Inc. (U.S.)
11.14.1 CoGenTax Inc. (U.S.) Company Details
11.14.2 CoGenTax Inc. (U.S.) Business Overview
11.14.3 CoGenTax Inc. (U.S.) Natural Language Generation Services Introduction
11.14.4 CoGenTax Inc. (U.S.) Revenue in Natural Language Generation Services Business (2020-2025)
11.14.5 CoGenTax Inc. (U.S.) Recent Development
11.15 Phrasetech (Sweden)
11.15.1 Phrasetech (Sweden) Company Details
11.15.2 Phrasetech (Sweden) Business Overview
11.15.3 Phrasetech (Sweden) Natural Language Generation Services Introduction
11.15.4 Phrasetech (Sweden) Revenue in Natural Language Generation Services Business (2020-2025)
11.15.5 Phrasetech (Sweden) Recent Development
11.16 vPhrase (India)
11.16.1 vPhrase (India) Company Details
11.16.2 vPhrase (India) Business Overview
11.16.3 vPhrase (India) Natural Language Generation Services Introduction
11.16.4 vPhrase (India) Revenue in Natural Language Generation Services Business (2020-2025)
11.16.5 vPhrase (India) 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
List of Tables
Table 1. Global Natural Language Generation Services Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
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): 2020 VS 2024 VS 2031
Table 5. Global Natural Language Generation Services Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Natural Language Generation Services Market Size by Region (2020-2025) & (US$ Million)
Table 7. Global Natural Language Generation Services Market Share by Region (2020-2025)
Table 8. Global Natural Language Generation Services Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 9. Global Natural Language Generation Services Market Share by Region (2026-2031)
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 (2020-2025) & (US$ Million)
Table 15. Global Natural Language Generation Services Market Share by Players (2020-2025)
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 2024)
Table 17. Ranking of Global Top Natural Language Generation Services Companies by Revenue (US$ Million) in 2024
Table 18. Global 5 Largest Players Market Share by Natural Language Generation Services Revenue (CR5 and HHI) & (2020-2025)
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 (2020-2025) & (US$ Million)
Table 24. Global Natural Language Generation Services Revenue Market Share by Type (2020-2025)
Table 25. Global Natural Language Generation Services Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 26. Global Natural Language Generation Services Revenue Market Share by Type (2026-2031)
Table 27. Global Natural Language Generation Services Market Size by Application (2020-2025) & (US$ Million)
Table 28. Global Natural Language Generation Services Revenue Market Share by Application (2020-2025)
Table 29. Global Natural Language Generation Services Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 30. Global Natural Language Generation Services Revenue Market Share by Application (2026-2031)
Table 31. North America Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 32. North America Natural Language Generation Services Market Size by Country (2020-2025) & (US$ Million)
Table 33. North America Natural Language Generation Services Market Size by Country (2026-2031) & (US$ Million)
Table 34. Europe Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 35. Europe Natural Language Generation Services Market Size by Country (2020-2025) & (US$ Million)
Table 36. Europe Natural Language Generation Services Market Size by Country (2026-2031) & (US$ Million)
Table 37. Asia-Pacific Natural Language Generation Services Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 38. Asia-Pacific Natural Language Generation Services Market Size by Region (2020-2025) & (US$ Million)
Table 39. Asia-Pacific Natural Language Generation Services Market Size by Region (2026-2031) & (US$ Million)
Table 40. Latin America Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 41. Latin America Natural Language Generation Services Market Size by Country (2020-2025) & (US$ Million)
Table 42. Latin America Natural Language Generation Services Market Size by Country (2026-2031) & (US$ Million)
Table 43. Middle East & Africa Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 44. Middle East & Africa Natural Language Generation Services Market Size by Country (2020-2025) & (US$ Million)
Table 45. Middle East & Africa Natural Language Generation Services Market Size by Country (2026-2031) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2031) & (US$ Million)
Figure 3. Global Natural Language Generation Services Market Share by Type: 2024 VS 2031
Figure 4. Cloud Features
Figure 5. On-Premises Features
Figure 6. Global Natural Language Generation Services Market Size by Application (2020-2031) & (US$ Million)
Figure 7. Global Natural Language Generation Services Market Share by Application: 2024 VS 2031
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: 2020-2031
Figure 15. Global Natural Language Generation Services Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 16. Global Natural Language Generation Services Market Share by Region: 2024 VS 2031
Figure 17. Global Natural Language Generation Services Market Share by Players in 2024
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 2024)
Figure 19. The Top 10 and 5 Players Market Share by Natural Language Generation Services Revenue in 2024
Figure 20. North America Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 21. North America Natural Language Generation Services Market Share by Country (2020-2031)
Figure 22. United States Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Canada Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Europe Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. Europe Natural Language Generation Services Market Share by Country (2020-2031)
Figure 26. Germany Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. France Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. U.K. Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Italy Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Russia Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Nordic Countries Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Asia-Pacific Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Asia-Pacific Natural Language Generation Services Market Share by Region (2020-2031)
Figure 34. China Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. Japan Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. South Korea Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. Southeast Asia Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. India Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Australia Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Latin America Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Latin America Natural Language Generation Services Market Share by Country (2020-2031)
Figure 42. Mexico Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Brazil Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Middle East & Africa Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Middle East & Africa Natural Language Generation Services Market Share by Country (2020-2031)
Figure 46. Turkey Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. Saudi Arabia Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. UAE Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. Amazon Web Services, Inc. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 50. IBM (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 51. Yseop (France) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 52. AX Semantics (Germany) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 53. 2txt - natural language generation GmbH (Germany) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 54. Linguastat Inc. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 55. Textual Relations AB. (Gothenburg) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 56. Newsrx. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 57. Arria NLG (U.K.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 58. Artificial Solutions (Sweden) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 59. Restresco (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 60. Conversica (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 61. NewsRx (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 62. CoGenTax Inc. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 63. Phrasetech (Sweden) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 64. vPhrase (India) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 65. Bottom-up and Top-down Approaches for This Report
Figure 66. Data Triangulation
Figure 67. Key Executives Interviewed
Table 1. Global Natural Language Generation Services Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
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): 2020 VS 2024 VS 2031
Table 5. Global Natural Language Generation Services Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Natural Language Generation Services Market Size by Region (2020-2025) & (US$ Million)
Table 7. Global Natural Language Generation Services Market Share by Region (2020-2025)
Table 8. Global Natural Language Generation Services Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 9. Global Natural Language Generation Services Market Share by Region (2026-2031)
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 (2020-2025) & (US$ Million)
Table 15. Global Natural Language Generation Services Market Share by Players (2020-2025)
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 2024)
Table 17. Ranking of Global Top Natural Language Generation Services Companies by Revenue (US$ Million) in 2024
Table 18. Global 5 Largest Players Market Share by Natural Language Generation Services Revenue (CR5 and HHI) & (2020-2025)
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 (2020-2025) & (US$ Million)
Table 24. Global Natural Language Generation Services Revenue Market Share by Type (2020-2025)
Table 25. Global Natural Language Generation Services Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 26. Global Natural Language Generation Services Revenue Market Share by Type (2026-2031)
Table 27. Global Natural Language Generation Services Market Size by Application (2020-2025) & (US$ Million)
Table 28. Global Natural Language Generation Services Revenue Market Share by Application (2020-2025)
Table 29. Global Natural Language Generation Services Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 30. Global Natural Language Generation Services Revenue Market Share by Application (2026-2031)
Table 31. North America Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 32. North America Natural Language Generation Services Market Size by Country (2020-2025) & (US$ Million)
Table 33. North America Natural Language Generation Services Market Size by Country (2026-2031) & (US$ Million)
Table 34. Europe Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 35. Europe Natural Language Generation Services Market Size by Country (2020-2025) & (US$ Million)
Table 36. Europe Natural Language Generation Services Market Size by Country (2026-2031) & (US$ Million)
Table 37. Asia-Pacific Natural Language Generation Services Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 38. Asia-Pacific Natural Language Generation Services Market Size by Region (2020-2025) & (US$ Million)
Table 39. Asia-Pacific Natural Language Generation Services Market Size by Region (2026-2031) & (US$ Million)
Table 40. Latin America Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 41. Latin America Natural Language Generation Services Market Size by Country (2020-2025) & (US$ Million)
Table 42. Latin America Natural Language Generation Services Market Size by Country (2026-2031) & (US$ Million)
Table 43. Middle East & Africa Natural Language Generation Services Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 44. Middle East & Africa Natural Language Generation Services Market Size by Country (2020-2025) & (US$ Million)
Table 45. Middle East & Africa Natural Language Generation Services Market Size by Country (2026-2031) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2025) & (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 (2020-2031) & (US$ Million)
Figure 3. Global Natural Language Generation Services Market Share by Type: 2024 VS 2031
Figure 4. Cloud Features
Figure 5. On-Premises Features
Figure 6. Global Natural Language Generation Services Market Size by Application (2020-2031) & (US$ Million)
Figure 7. Global Natural Language Generation Services Market Share by Application: 2024 VS 2031
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: 2020-2031
Figure 15. Global Natural Language Generation Services Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 16. Global Natural Language Generation Services Market Share by Region: 2024 VS 2031
Figure 17. Global Natural Language Generation Services Market Share by Players in 2024
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 2024)
Figure 19. The Top 10 and 5 Players Market Share by Natural Language Generation Services Revenue in 2024
Figure 20. North America Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 21. North America Natural Language Generation Services Market Share by Country (2020-2031)
Figure 22. United States Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Canada Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Europe Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 25. Europe Natural Language Generation Services Market Share by Country (2020-2031)
Figure 26. Germany Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. France Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. U.K. Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Italy Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Russia Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Nordic Countries Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Asia-Pacific Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 33. Asia-Pacific Natural Language Generation Services Market Share by Region (2020-2031)
Figure 34. China Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. Japan Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. South Korea Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. Southeast Asia Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. India Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Australia Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Latin America Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 41. Latin America Natural Language Generation Services Market Share by Country (2020-2031)
Figure 42. Mexico Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Brazil Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Middle East & Africa Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 45. Middle East & Africa Natural Language Generation Services Market Share by Country (2020-2031)
Figure 46. Turkey Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. Saudi Arabia Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. UAE Natural Language Generation Services Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 49. Amazon Web Services, Inc. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 50. IBM (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 51. Yseop (France) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 52. AX Semantics (Germany) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 53. 2txt - natural language generation GmbH (Germany) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 54. Linguastat Inc. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 55. Textual Relations AB. (Gothenburg) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 56. Newsrx. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 57. Arria NLG (U.K.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 58. Artificial Solutions (Sweden) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 59. Restresco (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 60. Conversica (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 61. NewsRx (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 62. CoGenTax Inc. (U.S.) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 63. Phrasetech (Sweden) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 64. vPhrase (India) Revenue Growth Rate in Natural Language Generation Services Business (2020-2025)
Figure 65. Bottom-up and Top-down Approaches for This Report
Figure 66. Data Triangulation
Figure 67. Key Executives Interviewed
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