Global Natural Language Generation (NLG) Software Market Growth (Status and Outlook) 2024-2030
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According to our LPI (LP Information) latest study, the global Natural Language Generation (NLG) Software market size was valued at US$ 2160 million in 2023. With growing demand in downstream market, the Natural Language Generation (NLG) Software is forecast to a readjusted size of US$ 2584 million by 2030 with a CAGR of 2.6% during review period.
The research report highlights the growth potential of the global Natural Language Generation (NLG) Software market. Natural Language Generation (NLG) Software are expected to show stable growth in the future market. However, product differentiation, reducing costs, and supply chain optimization remain crucial for the widespread adoption of Natural Language Generation (NLG) Software. Market players need to invest in research and development, forge strategic partnerships, and align their offerings with evolving consumer preferences to capitalize on the immense opportunities presented by the Natural Language Generation (NLG) Software market.
Natural language generation (NLG) is the process of artificial intelligence interpreting data and presenting or displaying the data in a digestible, easily understood manner.
Key Features:
The report on Natural Language Generation (NLG) Software market reflects various aspects and provide valuable insights into the industry.
Market Size and Growth: The research report provide an overview of the current size and growth of the Natural Language Generation (NLG) Software market. It may include historical data, market segmentation by Type (e.g., On-Premises, Cloud Based), and regional breakdowns.
Market Drivers and Challenges: The report can identify and analyse the factors driving the growth of the Natural Language Generation (NLG) Software market, such as government regulations, environmental concerns, technological advancements, and changing consumer preferences. It can also highlight the challenges faced by the industry, including infrastructure limitations, range anxiety, and high upfront costs.
Competitive Landscape: The research report provides analysis of the competitive landscape within the Natural Language Generation (NLG) Software market. It includes profiles of key players, their market share, strategies, and product offerings. The report can also highlight emerging players and their potential impact on the market.
Technological Developments: The research report can delve into the latest technological developments in the Natural Language Generation (NLG) Software industry. This include advancements in Natural Language Generation (NLG) Software technology, Natural Language Generation (NLG) Software new entrants, Natural Language Generation (NLG) Software new investment, and other innovations that are shaping the future of Natural Language Generation (NLG) Software.
Downstream Procumbent Preference: The report can shed light on customer procumbent behaviour and adoption trends in the Natural Language Generation (NLG) Software market. It includes factors influencing customer ' purchasing decisions, preferences for Natural Language Generation (NLG) Software product.
Government Policies and Incentives: The research report analyse the impact of government policies and incentives on the Natural Language Generation (NLG) Software market. This may include an assessment of regulatory frameworks, subsidies, tax incentives, and other measures aimed at promoting Natural Language Generation (NLG) Software market. The report also evaluates the effectiveness of these policies in driving market growth.
Environmental Impact and Sustainability: The research report assess the environmental impact and sustainability aspects of the Natural Language Generation (NLG) Software market.
Market Forecasts and Future Outlook: Based on the analysis conducted, the research report provide market forecasts and outlook for the Natural Language Generation (NLG) Software industry. This includes projections of market size, growth rates, regional trends, and predictions on technological advancements and policy developments.
Recommendations and Opportunities: The report conclude with recommendations for industry stakeholders, policymakers, and investors. It highlights potential opportunities for market players to capitalize on emerging trends, overcome challenges, and contribute to the growth and development of the Natural Language Generation (NLG) Software market.
Market Segmentation:
Natural Language Generation (NLG) Software market is split by Type and by Application. For the period 2019-2030, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of value.
Segmentation by type
According to our LPI (LP Information) latest study, the global Natural Language Generation (NLG) Software market size was valued at US$ 2160 million in 2023. With growing demand in downstream market, the Natural Language Generation (NLG) Software is forecast to a readjusted size of US$ 2584 million by 2030 with a CAGR of 2.6% during review period.
The research report highlights the growth potential of the global Natural Language Generation (NLG) Software market. Natural Language Generation (NLG) Software are expected to show stable growth in the future market. However, product differentiation, reducing costs, and supply chain optimization remain crucial for the widespread adoption of Natural Language Generation (NLG) Software. Market players need to invest in research and development, forge strategic partnerships, and align their offerings with evolving consumer preferences to capitalize on the immense opportunities presented by the Natural Language Generation (NLG) Software market.
Natural language generation (NLG) is the process of artificial intelligence interpreting data and presenting or displaying the data in a digestible, easily understood manner.
Key Features:
The report on Natural Language Generation (NLG) Software market reflects various aspects and provide valuable insights into the industry.
Market Size and Growth: The research report provide an overview of the current size and growth of the Natural Language Generation (NLG) Software market. It may include historical data, market segmentation by Type (e.g., On-Premises, Cloud Based), and regional breakdowns.
Market Drivers and Challenges: The report can identify and analyse the factors driving the growth of the Natural Language Generation (NLG) Software market, such as government regulations, environmental concerns, technological advancements, and changing consumer preferences. It can also highlight the challenges faced by the industry, including infrastructure limitations, range anxiety, and high upfront costs.
Competitive Landscape: The research report provides analysis of the competitive landscape within the Natural Language Generation (NLG) Software market. It includes profiles of key players, their market share, strategies, and product offerings. The report can also highlight emerging players and their potential impact on the market.
Technological Developments: The research report can delve into the latest technological developments in the Natural Language Generation (NLG) Software industry. This include advancements in Natural Language Generation (NLG) Software technology, Natural Language Generation (NLG) Software new entrants, Natural Language Generation (NLG) Software new investment, and other innovations that are shaping the future of Natural Language Generation (NLG) Software.
Downstream Procumbent Preference: The report can shed light on customer procumbent behaviour and adoption trends in the Natural Language Generation (NLG) Software market. It includes factors influencing customer ' purchasing decisions, preferences for Natural Language Generation (NLG) Software product.
Government Policies and Incentives: The research report analyse the impact of government policies and incentives on the Natural Language Generation (NLG) Software market. This may include an assessment of regulatory frameworks, subsidies, tax incentives, and other measures aimed at promoting Natural Language Generation (NLG) Software market. The report also evaluates the effectiveness of these policies in driving market growth.
Environmental Impact and Sustainability: The research report assess the environmental impact and sustainability aspects of the Natural Language Generation (NLG) Software market.
Market Forecasts and Future Outlook: Based on the analysis conducted, the research report provide market forecasts and outlook for the Natural Language Generation (NLG) Software industry. This includes projections of market size, growth rates, regional trends, and predictions on technological advancements and policy developments.
Recommendations and Opportunities: The report conclude with recommendations for industry stakeholders, policymakers, and investors. It highlights potential opportunities for market players to capitalize on emerging trends, overcome challenges, and contribute to the growth and development of the Natural Language Generation (NLG) Software market.
Market Segmentation:
Natural Language Generation (NLG) Software market is split by Type and by Application. For the period 2019-2030, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of value.
Segmentation by type
- On-Premises
- Cloud Based
- Large Enterprises
- SMEs
- Americas
- United States
- Canada
- Mexico
- Brazil
- APAC
- China
- Japan
- Korea
- Southeast Asia
- India
- Australia
- Europe
- Germany
- France
- UK
- Italy
- Russia
- Middle East & Africa
- Egypt
- South Africa
- Israel
- Turkey
- GCC Countries
- IBM
- Amazon
- Automated Insights
- ARRIA NLG
- AX Semantics
- Yseop
- Artificial Solutions
- Narrativa
- Retresco
- Phrasee
- Conversica
- VPhrase
- Phrasetech
- CoGenTex
- Textual
- 2txt - natural language generation
1 SCOPE OF THE REPORT
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered
1.8 Market Estimation Caveats
2 EXECUTIVE SUMMARY
2.1 World Market Overview
2.1.1 Global Natural Language Generation (NLG) Software Market Size 2019-2030
2.1.2 Natural Language Generation (NLG) Software Market Size CAGR by Region 2019 VS 2023 VS 2030
2.2 Natural Language Generation (NLG) Software Segment by Type
2.2.1 On-Premises
2.2.2 Cloud Based
2.3 Natural Language Generation (NLG) Software Market Size by Type
2.3.1 Natural Language Generation (NLG) Software Market Size CAGR by Type (2019 VS 2023 VS 2030)
2.3.2 Global Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
2.4 Natural Language Generation (NLG) Software Segment by Application
2.4.1 Large Enterprises
2.4.2 SMEs
2.5 Natural Language Generation (NLG) Software Market Size by Application
2.5.1 Natural Language Generation (NLG) Software Market Size CAGR by Application (2019 VS 2023 VS 2030)
2.5.2 Global Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
3 NATURAL LANGUAGE GENERATION (NLG) SOFTWARE MARKET SIZE BY PLAYER
3.1 Natural Language Generation (NLG) Software Market Size Market Share by Players
3.1.1 Global Natural Language Generation (NLG) Software Revenue by Players (2019-2024)
3.1.2 Global Natural Language Generation (NLG) Software Revenue Market Share by Players (2019-2024)
3.2 Global Natural Language Generation (NLG) Software Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2022-2024)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 NATURAL LANGUAGE GENERATION (NLG) SOFTWARE BY REGIONS
4.1 Natural Language Generation (NLG) Software Market Size by Regions (2019-2024)
4.2 Americas Natural Language Generation (NLG) Software Market Size Growth (2019-2024)
4.3 APAC Natural Language Generation (NLG) Software Market Size Growth (2019-2024)
4.4 Europe Natural Language Generation (NLG) Software Market Size Growth (2019-2024)
4.5 Middle East & Africa Natural Language Generation (NLG) Software Market Size Growth (2019-2024)
5 AMERICAS
5.1 Americas Natural Language Generation (NLG) Software Market Size by Country (2019-2024)
5.2 Americas Natural Language Generation (NLG) Software Market Size by Type (2019-2024)
5.3 Americas Natural Language Generation (NLG) Software Market Size by Application (2019-2024)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC Natural Language Generation (NLG) Software Market Size by Region (2019-2024)
6.2 APAC Natural Language Generation (NLG) Software Market Size by Type (2019-2024)
6.3 APAC Natural Language Generation (NLG) Software Market Size by Application (2019-2024)
6.4 China
6.5 Japan
6.6 Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 EUROPE
7.1 Europe Natural Language Generation (NLG) Software by Country (2019-2024)
7.2 Europe Natural Language Generation (NLG) Software Market Size by Type (2019-2024)
7.3 Europe Natural Language Generation (NLG) Software Market Size by Application (2019-2024)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 MIDDLE EAST & AFRICA
8.1 Middle East & Africa Natural Language Generation (NLG) Software by Region (2019-2024)
8.2 Middle East & Africa Natural Language Generation (NLG) Software Market Size by Type (2019-2024)
8.3 Middle East & Africa Natural Language Generation (NLG) Software Market Size by Application (2019-2024)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 MARKET DRIVERS, CHALLENGES AND TRENDS
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 GLOBAL NATURAL LANGUAGE GENERATION (NLG) SOFTWARE MARKET FORECAST
10.1 Global Natural Language Generation (NLG) Software Forecast by Regions (2025-2030)
10.1.1 Global Natural Language Generation (NLG) Software Forecast by Regions (2025-2030)
10.1.2 Americas Natural Language Generation (NLG) Software Forecast
10.1.3 APAC Natural Language Generation (NLG) Software Forecast
10.1.4 Europe Natural Language Generation (NLG) Software Forecast
10.1.5 Middle East & Africa Natural Language Generation (NLG) Software Forecast
10.2 Americas Natural Language Generation (NLG) Software Forecast by Country (2025-2030)
10.2.1 United States Natural Language Generation (NLG) Software Market Forecast
10.2.2 Canada Natural Language Generation (NLG) Software Market Forecast
10.2.3 Mexico Natural Language Generation (NLG) Software Market Forecast
10.2.4 Brazil Natural Language Generation (NLG) Software Market Forecast
10.3 APAC Natural Language Generation (NLG) Software Forecast by Region (2025-2030)
10.3.1 China Natural Language Generation (NLG) Software Market Forecast
10.3.2 Japan Natural Language Generation (NLG) Software Market Forecast
10.3.3 Korea Natural Language Generation (NLG) Software Market Forecast
10.3.4 Southeast Asia Natural Language Generation (NLG) Software Market Forecast
10.3.5 India Natural Language Generation (NLG) Software Market Forecast
10.3.6 Australia Natural Language Generation (NLG) Software Market Forecast
10.4 Europe Natural Language Generation (NLG) Software Forecast by Country (2025-2030)
10.4.1 Germany Natural Language Generation (NLG) Software Market Forecast
10.4.2 France Natural Language Generation (NLG) Software Market Forecast
10.4.3 UK Natural Language Generation (NLG) Software Market Forecast
10.4.4 Italy Natural Language Generation (NLG) Software Market Forecast
10.4.5 Russia Natural Language Generation (NLG) Software Market Forecast
10.5 Middle East & Africa Natural Language Generation (NLG) Software Forecast by Region (2025-2030)
10.5.1 Egypt Natural Language Generation (NLG) Software Market Forecast
10.5.2 South Africa Natural Language Generation (NLG) Software Market Forecast
10.5.3 Israel Natural Language Generation (NLG) Software Market Forecast
10.5.4 Turkey Natural Language Generation (NLG) Software Market Forecast
10.5.5 GCC Countries Natural Language Generation (NLG) Software Market Forecast
10.6 Global Natural Language Generation (NLG) Software Forecast by Type (2025-2030)
10.7 Global Natural Language Generation (NLG) Software Forecast by Application (2025-2030)
11 KEY PLAYERS ANALYSIS
11.1 IBM
11.1.1 IBM Company Information
11.1.2 IBM Natural Language Generation (NLG) Software Product Offered
11.1.3 IBM Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.1.4 IBM Main Business Overview
11.1.5 IBM Latest Developments
11.2 Amazon
11.2.1 Amazon Company Information
11.2.2 Amazon Natural Language Generation (NLG) Software Product Offered
11.2.3 Amazon Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.2.4 Amazon Main Business Overview
11.2.5 Amazon Latest Developments
11.3 Google
11.3.1 Google Company Information
11.3.2 Google Natural Language Generation (NLG) Software Product Offered
11.3.3 Google Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.3.4 Google Main Business Overview
11.3.5 Google Latest Developments
11.4 Automated Insights
11.4.1 Automated Insights Company Information
11.4.2 Automated Insights Natural Language Generation (NLG) Software Product Offered
11.4.3 Automated Insights Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.4.4 Automated Insights Main Business Overview
11.4.5 Automated Insights Latest Developments
11.5 ARRIA NLG
11.5.1 ARRIA NLG Company Information
11.5.2 ARRIA NLG Natural Language Generation (NLG) Software Product Offered
11.5.3 ARRIA NLG Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.5.4 ARRIA NLG Main Business Overview
11.5.5 ARRIA NLG Latest Developments
11.6 AX Semantics
11.6.1 AX Semantics Company Information
11.6.2 AX Semantics Natural Language Generation (NLG) Software Product Offered
11.6.3 AX Semantics Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.6.4 AX Semantics Main Business Overview
11.6.5 AX Semantics Latest Developments
11.7 Yseop
11.7.1 Yseop Company Information
11.7.2 Yseop Natural Language Generation (NLG) Software Product Offered
11.7.3 Yseop Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.7.4 Yseop Main Business Overview
11.7.5 Yseop Latest Developments
11.8 Artificial Solutions
11.8.1 Artificial Solutions Company Information
11.8.2 Artificial Solutions Natural Language Generation (NLG) Software Product Offered
11.8.3 Artificial Solutions Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.8.4 Artificial Solutions Main Business Overview
11.8.5 Artificial Solutions Latest Developments
11.9 Narrativa
11.9.1 Narrativa Company Information
11.9.2 Narrativa Natural Language Generation (NLG) Software Product Offered
11.9.3 Narrativa Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.9.4 Narrativa Main Business Overview
11.9.5 Narrativa Latest Developments
11.10 Retresco
11.10.1 Retresco Company Information
11.10.2 Retresco Natural Language Generation (NLG) Software Product Offered
11.10.3 Retresco Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.10.4 Retresco Main Business Overview
11.10.5 Retresco Latest Developments
11.11 Phrasee
11.11.1 Phrasee Company Information
11.11.2 Phrasee Natural Language Generation (NLG) Software Product Offered
11.11.3 Phrasee Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.11.4 Phrasee Main Business Overview
11.11.5 Phrasee Latest Developments
11.12 Conversica
11.12.1 Conversica Company Information
11.12.2 Conversica Natural Language Generation (NLG) Software Product Offered
11.12.3 Conversica Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.12.4 Conversica Main Business Overview
11.12.5 Conversica Latest Developments
11.13 VPhrase
11.13.1 VPhrase Company Information
11.13.2 VPhrase Natural Language Generation (NLG) Software Product Offered
11.13.3 VPhrase Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.13.4 VPhrase Main Business Overview
11.13.5 VPhrase Latest Developments
11.14 Phrasetech
11.14.1 Phrasetech Company Information
11.14.2 Phrasetech Natural Language Generation (NLG) Software Product Offered
11.14.3 Phrasetech Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.14.4 Phrasetech Main Business Overview
11.14.5 Phrasetech Latest Developments
11.15 CoGenTex
11.15.1 CoGenTex Company Information
11.15.2 CoGenTex Natural Language Generation (NLG) Software Product Offered
11.15.3 CoGenTex Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.15.4 CoGenTex Main Business Overview
11.15.5 CoGenTex Latest Developments
11.16 Textual
11.16.1 Textual Company Information
11.16.2 Textual Natural Language Generation (NLG) Software Product Offered
11.16.3 Textual Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.16.4 Textual Main Business Overview
11.16.5 Textual Latest Developments
11.17 2txt - natural language generation
11.17.1 2txt - natural language generation Company Information
11.17.2 2txt - natural language generation Natural Language Generation (NLG) Software Product Offered
11.17.3 2txt - natural language generation Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.17.4 2txt - natural language generation Main Business Overview
11.17.5 2txt - natural language generation Latest Developments
12 RESEARCH FINDINGS AND CONCLUSION
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered
1.8 Market Estimation Caveats
2 EXECUTIVE SUMMARY
2.1 World Market Overview
2.1.1 Global Natural Language Generation (NLG) Software Market Size 2019-2030
2.1.2 Natural Language Generation (NLG) Software Market Size CAGR by Region 2019 VS 2023 VS 2030
2.2 Natural Language Generation (NLG) Software Segment by Type
2.2.1 On-Premises
2.2.2 Cloud Based
2.3 Natural Language Generation (NLG) Software Market Size by Type
2.3.1 Natural Language Generation (NLG) Software Market Size CAGR by Type (2019 VS 2023 VS 2030)
2.3.2 Global Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
2.4 Natural Language Generation (NLG) Software Segment by Application
2.4.1 Large Enterprises
2.4.2 SMEs
2.5 Natural Language Generation (NLG) Software Market Size by Application
2.5.1 Natural Language Generation (NLG) Software Market Size CAGR by Application (2019 VS 2023 VS 2030)
2.5.2 Global Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
3 NATURAL LANGUAGE GENERATION (NLG) SOFTWARE MARKET SIZE BY PLAYER
3.1 Natural Language Generation (NLG) Software Market Size Market Share by Players
3.1.1 Global Natural Language Generation (NLG) Software Revenue by Players (2019-2024)
3.1.2 Global Natural Language Generation (NLG) Software Revenue Market Share by Players (2019-2024)
3.2 Global Natural Language Generation (NLG) Software Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2022-2024)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 NATURAL LANGUAGE GENERATION (NLG) SOFTWARE BY REGIONS
4.1 Natural Language Generation (NLG) Software Market Size by Regions (2019-2024)
4.2 Americas Natural Language Generation (NLG) Software Market Size Growth (2019-2024)
4.3 APAC Natural Language Generation (NLG) Software Market Size Growth (2019-2024)
4.4 Europe Natural Language Generation (NLG) Software Market Size Growth (2019-2024)
4.5 Middle East & Africa Natural Language Generation (NLG) Software Market Size Growth (2019-2024)
5 AMERICAS
5.1 Americas Natural Language Generation (NLG) Software Market Size by Country (2019-2024)
5.2 Americas Natural Language Generation (NLG) Software Market Size by Type (2019-2024)
5.3 Americas Natural Language Generation (NLG) Software Market Size by Application (2019-2024)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC Natural Language Generation (NLG) Software Market Size by Region (2019-2024)
6.2 APAC Natural Language Generation (NLG) Software Market Size by Type (2019-2024)
6.3 APAC Natural Language Generation (NLG) Software Market Size by Application (2019-2024)
6.4 China
6.5 Japan
6.6 Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 EUROPE
7.1 Europe Natural Language Generation (NLG) Software by Country (2019-2024)
7.2 Europe Natural Language Generation (NLG) Software Market Size by Type (2019-2024)
7.3 Europe Natural Language Generation (NLG) Software Market Size by Application (2019-2024)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 MIDDLE EAST & AFRICA
8.1 Middle East & Africa Natural Language Generation (NLG) Software by Region (2019-2024)
8.2 Middle East & Africa Natural Language Generation (NLG) Software Market Size by Type (2019-2024)
8.3 Middle East & Africa Natural Language Generation (NLG) Software Market Size by Application (2019-2024)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 MARKET DRIVERS, CHALLENGES AND TRENDS
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 GLOBAL NATURAL LANGUAGE GENERATION (NLG) SOFTWARE MARKET FORECAST
10.1 Global Natural Language Generation (NLG) Software Forecast by Regions (2025-2030)
10.1.1 Global Natural Language Generation (NLG) Software Forecast by Regions (2025-2030)
10.1.2 Americas Natural Language Generation (NLG) Software Forecast
10.1.3 APAC Natural Language Generation (NLG) Software Forecast
10.1.4 Europe Natural Language Generation (NLG) Software Forecast
10.1.5 Middle East & Africa Natural Language Generation (NLG) Software Forecast
10.2 Americas Natural Language Generation (NLG) Software Forecast by Country (2025-2030)
10.2.1 United States Natural Language Generation (NLG) Software Market Forecast
10.2.2 Canada Natural Language Generation (NLG) Software Market Forecast
10.2.3 Mexico Natural Language Generation (NLG) Software Market Forecast
10.2.4 Brazil Natural Language Generation (NLG) Software Market Forecast
10.3 APAC Natural Language Generation (NLG) Software Forecast by Region (2025-2030)
10.3.1 China Natural Language Generation (NLG) Software Market Forecast
10.3.2 Japan Natural Language Generation (NLG) Software Market Forecast
10.3.3 Korea Natural Language Generation (NLG) Software Market Forecast
10.3.4 Southeast Asia Natural Language Generation (NLG) Software Market Forecast
10.3.5 India Natural Language Generation (NLG) Software Market Forecast
10.3.6 Australia Natural Language Generation (NLG) Software Market Forecast
10.4 Europe Natural Language Generation (NLG) Software Forecast by Country (2025-2030)
10.4.1 Germany Natural Language Generation (NLG) Software Market Forecast
10.4.2 France Natural Language Generation (NLG) Software Market Forecast
10.4.3 UK Natural Language Generation (NLG) Software Market Forecast
10.4.4 Italy Natural Language Generation (NLG) Software Market Forecast
10.4.5 Russia Natural Language Generation (NLG) Software Market Forecast
10.5 Middle East & Africa Natural Language Generation (NLG) Software Forecast by Region (2025-2030)
10.5.1 Egypt Natural Language Generation (NLG) Software Market Forecast
10.5.2 South Africa Natural Language Generation (NLG) Software Market Forecast
10.5.3 Israel Natural Language Generation (NLG) Software Market Forecast
10.5.4 Turkey Natural Language Generation (NLG) Software Market Forecast
10.5.5 GCC Countries Natural Language Generation (NLG) Software Market Forecast
10.6 Global Natural Language Generation (NLG) Software Forecast by Type (2025-2030)
10.7 Global Natural Language Generation (NLG) Software Forecast by Application (2025-2030)
11 KEY PLAYERS ANALYSIS
11.1 IBM
11.1.1 IBM Company Information
11.1.2 IBM Natural Language Generation (NLG) Software Product Offered
11.1.3 IBM Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.1.4 IBM Main Business Overview
11.1.5 IBM Latest Developments
11.2 Amazon
11.2.1 Amazon Company Information
11.2.2 Amazon Natural Language Generation (NLG) Software Product Offered
11.2.3 Amazon Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.2.4 Amazon Main Business Overview
11.2.5 Amazon Latest Developments
11.3 Google
11.3.1 Google Company Information
11.3.2 Google Natural Language Generation (NLG) Software Product Offered
11.3.3 Google Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.3.4 Google Main Business Overview
11.3.5 Google Latest Developments
11.4 Automated Insights
11.4.1 Automated Insights Company Information
11.4.2 Automated Insights Natural Language Generation (NLG) Software Product Offered
11.4.3 Automated Insights Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.4.4 Automated Insights Main Business Overview
11.4.5 Automated Insights Latest Developments
11.5 ARRIA NLG
11.5.1 ARRIA NLG Company Information
11.5.2 ARRIA NLG Natural Language Generation (NLG) Software Product Offered
11.5.3 ARRIA NLG Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.5.4 ARRIA NLG Main Business Overview
11.5.5 ARRIA NLG Latest Developments
11.6 AX Semantics
11.6.1 AX Semantics Company Information
11.6.2 AX Semantics Natural Language Generation (NLG) Software Product Offered
11.6.3 AX Semantics Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.6.4 AX Semantics Main Business Overview
11.6.5 AX Semantics Latest Developments
11.7 Yseop
11.7.1 Yseop Company Information
11.7.2 Yseop Natural Language Generation (NLG) Software Product Offered
11.7.3 Yseop Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.7.4 Yseop Main Business Overview
11.7.5 Yseop Latest Developments
11.8 Artificial Solutions
11.8.1 Artificial Solutions Company Information
11.8.2 Artificial Solutions Natural Language Generation (NLG) Software Product Offered
11.8.3 Artificial Solutions Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.8.4 Artificial Solutions Main Business Overview
11.8.5 Artificial Solutions Latest Developments
11.9 Narrativa
11.9.1 Narrativa Company Information
11.9.2 Narrativa Natural Language Generation (NLG) Software Product Offered
11.9.3 Narrativa Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.9.4 Narrativa Main Business Overview
11.9.5 Narrativa Latest Developments
11.10 Retresco
11.10.1 Retresco Company Information
11.10.2 Retresco Natural Language Generation (NLG) Software Product Offered
11.10.3 Retresco Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.10.4 Retresco Main Business Overview
11.10.5 Retresco Latest Developments
11.11 Phrasee
11.11.1 Phrasee Company Information
11.11.2 Phrasee Natural Language Generation (NLG) Software Product Offered
11.11.3 Phrasee Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.11.4 Phrasee Main Business Overview
11.11.5 Phrasee Latest Developments
11.12 Conversica
11.12.1 Conversica Company Information
11.12.2 Conversica Natural Language Generation (NLG) Software Product Offered
11.12.3 Conversica Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.12.4 Conversica Main Business Overview
11.12.5 Conversica Latest Developments
11.13 VPhrase
11.13.1 VPhrase Company Information
11.13.2 VPhrase Natural Language Generation (NLG) Software Product Offered
11.13.3 VPhrase Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.13.4 VPhrase Main Business Overview
11.13.5 VPhrase Latest Developments
11.14 Phrasetech
11.14.1 Phrasetech Company Information
11.14.2 Phrasetech Natural Language Generation (NLG) Software Product Offered
11.14.3 Phrasetech Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.14.4 Phrasetech Main Business Overview
11.14.5 Phrasetech Latest Developments
11.15 CoGenTex
11.15.1 CoGenTex Company Information
11.15.2 CoGenTex Natural Language Generation (NLG) Software Product Offered
11.15.3 CoGenTex Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.15.4 CoGenTex Main Business Overview
11.15.5 CoGenTex Latest Developments
11.16 Textual
11.16.1 Textual Company Information
11.16.2 Textual Natural Language Generation (NLG) Software Product Offered
11.16.3 Textual Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.16.4 Textual Main Business Overview
11.16.5 Textual Latest Developments
11.17 2txt - natural language generation
11.17.1 2txt - natural language generation Company Information
11.17.2 2txt - natural language generation Natural Language Generation (NLG) Software Product Offered
11.17.3 2txt - natural language generation Natural Language Generation (NLG) Software Revenue, Gross Margin and Market Share (2019-2024)
11.17.4 2txt - natural language generation Main Business Overview
11.17.5 2txt - natural language generation Latest Developments
12 RESEARCH FINDINGS AND CONCLUSION
LIST OF TABLES
Table 1. Natural Language Generation (NLG) Software Market Size CAGR by Region (2019 VS 2023 VS 2030) & ($ Millions)
Table 2. Major Players of On-Premises
Table 3. Major Players of Cloud Based
Table 4. Natural Language Generation (NLG) Software Market Size CAGR by Type (2019 VS 2023 VS 2030) & ($ Millions)
Table 5. Global Natural Language Generation (NLG) Software Market Size by Type (2019-2024) & ($ Millions)
Table 6. Global Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Table 7. Natural Language Generation (NLG) Software Market Size CAGR by Application (2019 VS 2023 VS 2030) & ($ Millions)
Table 8. Global Natural Language Generation (NLG) Software Market Size by Application (2019-2024) & ($ Millions)
Table 9. Global Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Table 10. Global Natural Language Generation (NLG) Software Revenue by Players (2019-2024) & ($ Millions)
Table 11. Global Natural Language Generation (NLG) Software Revenue Market Share by Player (2019-2024)
Table 12. Natural Language Generation (NLG) Software Key Players Head office and Products Offered
Table 13. Natural Language Generation (NLG) Software Concentration Ratio (CR3, CR5 and CR10) & (2022-2024)
Table 14. New Products and Potential Entrants
Table 15. Mergers & Acquisitions, Expansion
Table 16. Global Natural Language Generation (NLG) Software Market Size by Regions 2019-2024 & ($ Millions)
Table 17. Global Natural Language Generation (NLG) Software Market Size Market Share by Regions (2019-2024)
Table 18. Global Natural Language Generation (NLG) Software Revenue by Country/Region (2019-2024) & ($ millions)
Table 19. Global Natural Language Generation (NLG) Software Revenue Market Share by Country/Region (2019-2024)
Table 20. Americas Natural Language Generation (NLG) Software Market Size by Country (2019-2024) & ($ Millions)
Table 21. Americas Natural Language Generation (NLG) Software Market Size Market Share by Country (2019-2024)
Table 22. Americas Natural Language Generation (NLG) Software Market Size by Type (2019-2024) & ($ Millions)
Table 23. Americas Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Table 24. Americas Natural Language Generation (NLG) Software Market Size by Application (2019-2024) & ($ Millions)
Table 25. Americas Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Table 26. APAC Natural Language Generation (NLG) Software Market Size by Region (2019-2024) & ($ Millions)
Table 27. APAC Natural Language Generation (NLG) Software Market Size Market Share by Region (2019-2024)
Table 28. APAC Natural Language Generation (NLG) Software Market Size by Type (2019-2024) & ($ Millions)
Table 29. APAC Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Table 30. APAC Natural Language Generation (NLG) Software Market Size by Application (2019-2024) & ($ Millions)
Table 31. APAC Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Table 32. Europe Natural Language Generation (NLG) Software Market Size by Country (2019-2024) & ($ Millions)
Table 33. Europe Natural Language Generation (NLG) Software Market Size Market Share by Country (2019-2024)
Table 34. Europe Natural Language Generation (NLG) Software Market Size by Type (2019-2024) & ($ Millions)
Table 35. Europe Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Table 36. Europe Natural Language Generation (NLG) Software Market Size by Application (2019-2024) & ($ Millions)
Table 37. Europe Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Table 38. Middle East & Africa Natural Language Generation (NLG) Software Market Size by Region (2019-2024) & ($ Millions)
Table 39. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Region (2019-2024)
Table 40. Middle East & Africa Natural Language Generation (NLG) Software Market Size by Type (2019-2024) & ($ Millions)
Table 41. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Table 42. Middle East & Africa Natural Language Generation (NLG) Software Market Size by Application (2019-2024) & ($ Millions)
Table 43. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Table 44. Key Market Drivers & Growth Opportunities of Natural Language Generation (NLG) Software
Table 45. Key Market Challenges & Risks of Natural Language Generation (NLG) Software
Table 46. Key Industry Trends of Natural Language Generation (NLG) Software
Table 47. Global Natural Language Generation (NLG) Software Market Size Forecast by Regions (2025-2030) & ($ Millions)
Table 48. Global Natural Language Generation (NLG) Software Market Size Market Share Forecast by Regions (2025-2030)
Table 49. Global Natural Language Generation (NLG) Software Market Size Forecast by Type (2025-2030) & ($ Millions)
Table 50. Global Natural Language Generation (NLG) Software Market Size Forecast by Application (2025-2030) & ($ Millions)
Table 51. IBM Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 52. IBM Natural Language Generation (NLG) Software Product Offered
Table 53. IBM Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 54. IBM Main Business
Table 55. IBM Latest Developments
Table 56. Amazon Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 57. Amazon Natural Language Generation (NLG) Software Product Offered
Table 58. Amazon Main Business
Table 59. Amazon Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 60. Amazon Latest Developments
Table 61. Google Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 62. Google Natural Language Generation (NLG) Software Product Offered
Table 63. Google Main Business
Table 64. Google Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 65. Google Latest Developments
Table 66. Automated Insights Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 67. Automated Insights Natural Language Generation (NLG) Software Product Offered
Table 68. Automated Insights Main Business
Table 69. Automated Insights Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 70. Automated Insights Latest Developments
Table 71. ARRIA NLG Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 72. ARRIA NLG Natural Language Generation (NLG) Software Product Offered
Table 73. ARRIA NLG Main Business
Table 74. ARRIA NLG Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 75. ARRIA NLG Latest Developments
Table 76. AX Semantics Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 77. AX Semantics Natural Language Generation (NLG) Software Product Offered
Table 78. AX Semantics Main Business
Table 79. AX Semantics Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 80. AX Semantics Latest Developments
Table 81. Yseop Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 82. Yseop Natural Language Generation (NLG) Software Product Offered
Table 83. Yseop Main Business
Table 84. Yseop Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 85. Yseop Latest Developments
Table 86. Artificial Solutions Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 87. Artificial Solutions Natural Language Generation (NLG) Software Product Offered
Table 88. Artificial Solutions Main Business
Table 89. Artificial Solutions Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 90. Artificial Solutions Latest Developments
Table 91. Narrativa Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 92. Narrativa Natural Language Generation (NLG) Software Product Offered
Table 93. Narrativa Main Business
Table 94. Narrativa Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 95. Narrativa Latest Developments
Table 96. Retresco Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 97. Retresco Natural Language Generation (NLG) Software Product Offered
Table 98. Retresco Main Business
Table 99. Retresco Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 100. Retresco Latest Developments
Table 101. Phrasee Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 102. Phrasee Natural Language Generation (NLG) Software Product Offered
Table 103. Phrasee Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 104. Phrasee Main Business
Table 105. Phrasee Latest Developments
Table 106. Conversica Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 107. Conversica Natural Language Generation (NLG) Software Product Offered
Table 108. Conversica Main Business
Table 109. Conversica Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 110. Conversica Latest Developments
Table 111. VPhrase Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 112. VPhrase Natural Language Generation (NLG) Software Product Offered
Table 113. VPhrase Main Business
Table 114. VPhrase Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 115. VPhrase Latest Developments
Table 116. Phrasetech Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 117. Phrasetech Natural Language Generation (NLG) Software Product Offered
Table 118. Phrasetech Main Business
Table 119. Phrasetech Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 120. Phrasetech Latest Developments
Table 121. CoGenTex Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 122. CoGenTex Natural Language Generation (NLG) Software Product Offered
Table 123. CoGenTex Main Business
Table 124. CoGenTex Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 125. CoGenTex Latest Developments
Table 126. Textual Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 127. Textual Natural Language Generation (NLG) Software Product Offered
Table 128. Textual Main Business
Table 129. Textual Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 130. Textual Latest Developments
Table 131. 2txt - natural language generation Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 132. 2txt - natural language generation Natural Language Generation (NLG) Software Product Offered
Table 133. 2txt - natural language generation Main Business
Table 134. 2txt - natural language generation Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 135. 2txt - natural language generation Latest Developments
Table 1. Natural Language Generation (NLG) Software Market Size CAGR by Region (2019 VS 2023 VS 2030) & ($ Millions)
Table 2. Major Players of On-Premises
Table 3. Major Players of Cloud Based
Table 4. Natural Language Generation (NLG) Software Market Size CAGR by Type (2019 VS 2023 VS 2030) & ($ Millions)
Table 5. Global Natural Language Generation (NLG) Software Market Size by Type (2019-2024) & ($ Millions)
Table 6. Global Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Table 7. Natural Language Generation (NLG) Software Market Size CAGR by Application (2019 VS 2023 VS 2030) & ($ Millions)
Table 8. Global Natural Language Generation (NLG) Software Market Size by Application (2019-2024) & ($ Millions)
Table 9. Global Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Table 10. Global Natural Language Generation (NLG) Software Revenue by Players (2019-2024) & ($ Millions)
Table 11. Global Natural Language Generation (NLG) Software Revenue Market Share by Player (2019-2024)
Table 12. Natural Language Generation (NLG) Software Key Players Head office and Products Offered
Table 13. Natural Language Generation (NLG) Software Concentration Ratio (CR3, CR5 and CR10) & (2022-2024)
Table 14. New Products and Potential Entrants
Table 15. Mergers & Acquisitions, Expansion
Table 16. Global Natural Language Generation (NLG) Software Market Size by Regions 2019-2024 & ($ Millions)
Table 17. Global Natural Language Generation (NLG) Software Market Size Market Share by Regions (2019-2024)
Table 18. Global Natural Language Generation (NLG) Software Revenue by Country/Region (2019-2024) & ($ millions)
Table 19. Global Natural Language Generation (NLG) Software Revenue Market Share by Country/Region (2019-2024)
Table 20. Americas Natural Language Generation (NLG) Software Market Size by Country (2019-2024) & ($ Millions)
Table 21. Americas Natural Language Generation (NLG) Software Market Size Market Share by Country (2019-2024)
Table 22. Americas Natural Language Generation (NLG) Software Market Size by Type (2019-2024) & ($ Millions)
Table 23. Americas Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Table 24. Americas Natural Language Generation (NLG) Software Market Size by Application (2019-2024) & ($ Millions)
Table 25. Americas Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Table 26. APAC Natural Language Generation (NLG) Software Market Size by Region (2019-2024) & ($ Millions)
Table 27. APAC Natural Language Generation (NLG) Software Market Size Market Share by Region (2019-2024)
Table 28. APAC Natural Language Generation (NLG) Software Market Size by Type (2019-2024) & ($ Millions)
Table 29. APAC Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Table 30. APAC Natural Language Generation (NLG) Software Market Size by Application (2019-2024) & ($ Millions)
Table 31. APAC Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Table 32. Europe Natural Language Generation (NLG) Software Market Size by Country (2019-2024) & ($ Millions)
Table 33. Europe Natural Language Generation (NLG) Software Market Size Market Share by Country (2019-2024)
Table 34. Europe Natural Language Generation (NLG) Software Market Size by Type (2019-2024) & ($ Millions)
Table 35. Europe Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Table 36. Europe Natural Language Generation (NLG) Software Market Size by Application (2019-2024) & ($ Millions)
Table 37. Europe Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Table 38. Middle East & Africa Natural Language Generation (NLG) Software Market Size by Region (2019-2024) & ($ Millions)
Table 39. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Region (2019-2024)
Table 40. Middle East & Africa Natural Language Generation (NLG) Software Market Size by Type (2019-2024) & ($ Millions)
Table 41. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Table 42. Middle East & Africa Natural Language Generation (NLG) Software Market Size by Application (2019-2024) & ($ Millions)
Table 43. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Table 44. Key Market Drivers & Growth Opportunities of Natural Language Generation (NLG) Software
Table 45. Key Market Challenges & Risks of Natural Language Generation (NLG) Software
Table 46. Key Industry Trends of Natural Language Generation (NLG) Software
Table 47. Global Natural Language Generation (NLG) Software Market Size Forecast by Regions (2025-2030) & ($ Millions)
Table 48. Global Natural Language Generation (NLG) Software Market Size Market Share Forecast by Regions (2025-2030)
Table 49. Global Natural Language Generation (NLG) Software Market Size Forecast by Type (2025-2030) & ($ Millions)
Table 50. Global Natural Language Generation (NLG) Software Market Size Forecast by Application (2025-2030) & ($ Millions)
Table 51. IBM Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 52. IBM Natural Language Generation (NLG) Software Product Offered
Table 53. IBM Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 54. IBM Main Business
Table 55. IBM Latest Developments
Table 56. Amazon Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 57. Amazon Natural Language Generation (NLG) Software Product Offered
Table 58. Amazon Main Business
Table 59. Amazon Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 60. Amazon Latest Developments
Table 61. Google Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 62. Google Natural Language Generation (NLG) Software Product Offered
Table 63. Google Main Business
Table 64. Google Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 65. Google Latest Developments
Table 66. Automated Insights Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 67. Automated Insights Natural Language Generation (NLG) Software Product Offered
Table 68. Automated Insights Main Business
Table 69. Automated Insights Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 70. Automated Insights Latest Developments
Table 71. ARRIA NLG Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 72. ARRIA NLG Natural Language Generation (NLG) Software Product Offered
Table 73. ARRIA NLG Main Business
Table 74. ARRIA NLG Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 75. ARRIA NLG Latest Developments
Table 76. AX Semantics Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 77. AX Semantics Natural Language Generation (NLG) Software Product Offered
Table 78. AX Semantics Main Business
Table 79. AX Semantics Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 80. AX Semantics Latest Developments
Table 81. Yseop Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 82. Yseop Natural Language Generation (NLG) Software Product Offered
Table 83. Yseop Main Business
Table 84. Yseop Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 85. Yseop Latest Developments
Table 86. Artificial Solutions Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 87. Artificial Solutions Natural Language Generation (NLG) Software Product Offered
Table 88. Artificial Solutions Main Business
Table 89. Artificial Solutions Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 90. Artificial Solutions Latest Developments
Table 91. Narrativa Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 92. Narrativa Natural Language Generation (NLG) Software Product Offered
Table 93. Narrativa Main Business
Table 94. Narrativa Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 95. Narrativa Latest Developments
Table 96. Retresco Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 97. Retresco Natural Language Generation (NLG) Software Product Offered
Table 98. Retresco Main Business
Table 99. Retresco Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 100. Retresco Latest Developments
Table 101. Phrasee Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 102. Phrasee Natural Language Generation (NLG) Software Product Offered
Table 103. Phrasee Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 104. Phrasee Main Business
Table 105. Phrasee Latest Developments
Table 106. Conversica Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 107. Conversica Natural Language Generation (NLG) Software Product Offered
Table 108. Conversica Main Business
Table 109. Conversica Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 110. Conversica Latest Developments
Table 111. VPhrase Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 112. VPhrase Natural Language Generation (NLG) Software Product Offered
Table 113. VPhrase Main Business
Table 114. VPhrase Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 115. VPhrase Latest Developments
Table 116. Phrasetech Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 117. Phrasetech Natural Language Generation (NLG) Software Product Offered
Table 118. Phrasetech Main Business
Table 119. Phrasetech Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 120. Phrasetech Latest Developments
Table 121. CoGenTex Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 122. CoGenTex Natural Language Generation (NLG) Software Product Offered
Table 123. CoGenTex Main Business
Table 124. CoGenTex Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 125. CoGenTex Latest Developments
Table 126. Textual Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 127. Textual Natural Language Generation (NLG) Software Product Offered
Table 128. Textual Main Business
Table 129. Textual Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 130. Textual Latest Developments
Table 131. 2txt - natural language generation Details, Company Type, Natural Language Generation (NLG) Software Area Served and Its Competitors
Table 132. 2txt - natural language generation Natural Language Generation (NLG) Software Product Offered
Table 133. 2txt - natural language generation Main Business
Table 134. 2txt - natural language generation Natural Language Generation (NLG) Software Revenue ($ million), Gross Margin and Market Share (2019-2024)
Table 135. 2txt - natural language generation Latest Developments
LIST OF FIGURES
Figure 1. Natural Language Generation (NLG) Software Report Years Considered
Figure 2. Research Objectives
Figure 3. Research Methodology
Figure 4. Research Process and Data Source
Figure 5. Global Natural Language Generation (NLG) Software Market Size Growth Rate 2019-2030 ($ Millions)
Figure 6. Natural Language Generation (NLG) Software Sales by Geographic Region (2019, 2023 & 2030) & ($ millions)
Figure 7. Natural Language Generation (NLG) Software Sales Market Share by Country/Region (2023)
Figure 8. Natural Language Generation (NLG) Software Sales Market Share by Country/Region (2019, 2023 & 2030)
Figure 9. Global Natural Language Generation (NLG) Software Market Size Market Share by Type in 2023
Figure 10. Natural Language Generation (NLG) Software in Large Enterprises
Figure 11. Global Natural Language Generation (NLG) Software Market: Large Enterprises (2019-2024) & ($ Millions)
Figure 12. Natural Language Generation (NLG) Software in SMEs
Figure 13. Global Natural Language Generation (NLG) Software Market: SMEs (2019-2024) & ($ Millions)
Figure 14. Global Natural Language Generation (NLG) Software Market Size Market Share by Application in 2023
Figure 15. Global Natural Language Generation (NLG) Software Revenue Market Share by Player in 2023
Figure 16. Global Natural Language Generation (NLG) Software Market Size Market Share by Regions (2019-2024)
Figure 17. Americas Natural Language Generation (NLG) Software Market Size 2019-2024 ($ Millions)
Figure 18. APAC Natural Language Generation (NLG) Software Market Size 2019-2024 ($ Millions)
Figure 19. Europe Natural Language Generation (NLG) Software Market Size 2019-2024 ($ Millions)
Figure 20. Middle East & Africa Natural Language Generation (NLG) Software Market Size 2019-2024 ($ Millions)
Figure 21. Americas Natural Language Generation (NLG) Software Value Market Share by Country in 2023
Figure 22. United States Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 23. Canada Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 24. Mexico Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 25. Brazil Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 26. APAC Natural Language Generation (NLG) Software Market Size Market Share by Region in 2023
Figure 27. APAC Natural Language Generation (NLG) Software Market Size Market Share by Type in 2023
Figure 28. APAC Natural Language Generation (NLG) Software Market Size Market Share by Application in 2023
Figure 29. China Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 30. Japan Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 31. Korea Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 32. Southeast Asia Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 33. India Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 34. Australia Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 35. Europe Natural Language Generation (NLG) Software Market Size Market Share by Country in 2023
Figure 36. Europe Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Figure 37. Europe Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Figure 38. Germany Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 39. France Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 40. UK Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 41. Italy Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 42. Russia Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 43. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Region (2019-2024)
Figure 44. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Figure 45. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Figure 46. Egypt Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 47. South Africa Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 48. Israel Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 49. Turkey Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 50. GCC Country Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 51. Americas Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 52. APAC Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 53. Europe Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 54. Middle East & Africa Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 55. United States Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 56. Canada Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 57. Mexico Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 58. Brazil Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 59. China Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 60. Japan Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 61. Korea Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 62. Southeast Asia Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 63. India Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 64. Australia Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 65. Germany Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 66. France Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 67. UK Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 68. Italy Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 69. Russia Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 70. Spain Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 71. Egypt Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 72. South Africa Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 73. Israel Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 74. Turkey Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 75. GCC Countries Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 76. Global Natural Language Generation (NLG) Software Market Size Market Share Forecast by Type (2025-2030)
Figure 77. Global Natural Language Generation (NLG) Software Market Size Market Share Forecast by Application (2025-2030)
Figure 1. Natural Language Generation (NLG) Software Report Years Considered
Figure 2. Research Objectives
Figure 3. Research Methodology
Figure 4. Research Process and Data Source
Figure 5. Global Natural Language Generation (NLG) Software Market Size Growth Rate 2019-2030 ($ Millions)
Figure 6. Natural Language Generation (NLG) Software Sales by Geographic Region (2019, 2023 & 2030) & ($ millions)
Figure 7. Natural Language Generation (NLG) Software Sales Market Share by Country/Region (2023)
Figure 8. Natural Language Generation (NLG) Software Sales Market Share by Country/Region (2019, 2023 & 2030)
Figure 9. Global Natural Language Generation (NLG) Software Market Size Market Share by Type in 2023
Figure 10. Natural Language Generation (NLG) Software in Large Enterprises
Figure 11. Global Natural Language Generation (NLG) Software Market: Large Enterprises (2019-2024) & ($ Millions)
Figure 12. Natural Language Generation (NLG) Software in SMEs
Figure 13. Global Natural Language Generation (NLG) Software Market: SMEs (2019-2024) & ($ Millions)
Figure 14. Global Natural Language Generation (NLG) Software Market Size Market Share by Application in 2023
Figure 15. Global Natural Language Generation (NLG) Software Revenue Market Share by Player in 2023
Figure 16. Global Natural Language Generation (NLG) Software Market Size Market Share by Regions (2019-2024)
Figure 17. Americas Natural Language Generation (NLG) Software Market Size 2019-2024 ($ Millions)
Figure 18. APAC Natural Language Generation (NLG) Software Market Size 2019-2024 ($ Millions)
Figure 19. Europe Natural Language Generation (NLG) Software Market Size 2019-2024 ($ Millions)
Figure 20. Middle East & Africa Natural Language Generation (NLG) Software Market Size 2019-2024 ($ Millions)
Figure 21. Americas Natural Language Generation (NLG) Software Value Market Share by Country in 2023
Figure 22. United States Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 23. Canada Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 24. Mexico Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 25. Brazil Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 26. APAC Natural Language Generation (NLG) Software Market Size Market Share by Region in 2023
Figure 27. APAC Natural Language Generation (NLG) Software Market Size Market Share by Type in 2023
Figure 28. APAC Natural Language Generation (NLG) Software Market Size Market Share by Application in 2023
Figure 29. China Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 30. Japan Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 31. Korea Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 32. Southeast Asia Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 33. India Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 34. Australia Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 35. Europe Natural Language Generation (NLG) Software Market Size Market Share by Country in 2023
Figure 36. Europe Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Figure 37. Europe Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Figure 38. Germany Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 39. France Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 40. UK Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 41. Italy Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 42. Russia Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 43. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Region (2019-2024)
Figure 44. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Type (2019-2024)
Figure 45. Middle East & Africa Natural Language Generation (NLG) Software Market Size Market Share by Application (2019-2024)
Figure 46. Egypt Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 47. South Africa Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 48. Israel Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 49. Turkey Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 50. GCC Country Natural Language Generation (NLG) Software Market Size Growth 2019-2024 ($ Millions)
Figure 51. Americas Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 52. APAC Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 53. Europe Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 54. Middle East & Africa Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 55. United States Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 56. Canada Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 57. Mexico Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 58. Brazil Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 59. China Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 60. Japan Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 61. Korea Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 62. Southeast Asia Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 63. India Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 64. Australia Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 65. Germany Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 66. France Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 67. UK Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 68. Italy Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 69. Russia Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 70. Spain Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 71. Egypt Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 72. South Africa Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 73. Israel Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 74. Turkey Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 75. GCC Countries Natural Language Generation (NLG) Software Market Size 2025-2030 ($ Millions)
Figure 76. Global Natural Language Generation (NLG) Software Market Size Market Share Forecast by Type (2025-2030)
Figure 77. Global Natural Language Generation (NLG) Software Market Size Market Share Forecast by Application (2025-2030)
