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Global NLP Software Market Outlook, In‑Depth Analysis & Forecast to 2031
Published Date: November 2025
|
Report Code: QYRE-Auto-12E17392
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Global NLP Software Market Research Report 2024
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Global NLP Software Market Outlook, In‑Depth Analysis & Forecast to 2031

Code: QYRE-Auto-12E17392
Report
November 2025
Pages:143
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES
FEATURED COMPANIES
Brandwatch
Grooper
Chattermill
RapidMiner
Digimind
ChatPulse
SAS Visual Analytics
KPI6
Denser
United Language Group Octave
Deep Talk
HumanFirst
Enterprise Bot
Hello Customer
Moveo.AI

NLP Software Market

The global NLP Software market is projected to grow from US$ million in 2024 to US$ million by 2031, at a CAGR of %(2025-2031), driven by critical product segments and diverse end‑use applications.
NLP Software, or Natural Language Processing software, is a subset of AI that enables machines to understand, interpret, and generate human language. It combines computational linguistics with machine learning to process and analyze large amounts of natural language data. NLP is used in various applications such as speech recognition, sentiment analysis, chatbots, and text analytics. It allows for more natural user interactions with technology, making it possible for computers to read text, hear speech, interpret it, measure sentiment, and determine which parts are important.
From a downstream perspective, Large Enterprises accounted for % of 2024 revenue, surging to US$ million by 2031 (CAGR: % from 2025–2031).
NLP Software leading manufacturers including Brandwatch, ChatPulse, SAS Visual Analytics, KPI6, Denser, Grooper, Chattermill, RapidMiner, United Language Group Octave, Digimind, etc., dominate supply; the top five capture approximately % of global revenue, with Brandwatch leading 2024 sales at US$ million.
Regional Outlook:
North America rose from US$ million in 2024 to a forecast US$ million by 2031 (CAGR %).
Asia‑Pacific will expand from US$ million to US$ million (CAGR  %), led by China (US$ million in 2024, % share rising to % by 2031), Japan (CAGR %), South Korea (CAGR %), and Southeast Asia (CAGR %).
Europe is set to grow from US$ million to US$ million (CAGR %), with Germany projected to hit US$ million by 2031 (CAGR %).

Report Includes:

This definitive report equips CEOs, marketing directors, and investors with a 360° view of the global NLP Software market across value chain. It analyzes historical revenue data (2020–2024) and delivers forecasts through 2031, illuminating demand trends and growth drivers.
By segmenting the market by Type and by Application, the study quantifies market size, growth rates, niche opportunities, and substitution risks, and analyzes downstream customers distribution pattern.
Granular regional insights cover five major markets—North America, Europe, APAC, South America, and MEA—with in‑depth analysis of 20+ countries, detailing dominant products, competitive landscape, and downstream demand trends.
Critical competitive intelligence profiles players—revenue, margins, pricing strategies, and major customers—and dissects the top-player positioning across product lines, applications, and regions to reveal strategic strengths.
A concise Industry‑chain overview maps upstream, middlestream, and downstream distribution dynamics to identify strategic gaps and unmet demand.
Market Segmentation

Scope of NLP Software Market Report

Report Metric Details
Report Name NLP Software Market
Segment by Type
  • Cloud-Based
  • On-Premise
Segment by Application
  • Large Enterprises
  • SMEs
Sales by Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company Brandwatch, ChatPulse, SAS Visual Analytics, KPI6, Denser, Grooper, Chattermill, RapidMiner, United Language Group Octave, Digimind, Deep Talk, HumanFirst, Enterprise Bot, Hello Customer, Moveo.AI
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Defines the NLP Software study scope, segments the market by Type and by Application, etc, highlights segment size and growth potential.
  • Chapter 2: Offers current market state, projects global revenue and sales to 2031, pinpointing high consumption regions and emerging market catalysts
  • Chapter 3: Dissects the player landscape—ranks by revenue and profitability, details Player performance by product type and evaluates concentration alongside M&A moves.
  • Chapter 4: Unlocks high margin product segments—compares revenue, ASP, and technology differentiators, highlighting growth niches and substitution risks
  • Chapter 5: Targets downstream market opportunities—evaluates market size by Application, identifies emerging use cases, and profiles leading customers by region and by Application.
  • Chapter 6: North America—breaks down market size by Type, by Application and country, profiles key players and assesses growth drivers and barriers.
  • Chapter 7: Europe—analyses regional market by Type, by Application and players, flagging drivers and barriers.
  • Chapter 8: Asia Pacific—quantifies market size by Type, by Application, and region/country, profiles top players, and uncovers high potential expansion areas.
  • Chapter 9: Central & South America—measures market size by Type, by Application, and country, profiles top players, and identifies investment opportunities and challenges.
  • Chapter 10: Middle East and Africa—evaluates market size by Type, by Application, and country, profiles key players, and outlines investment prospects and market hurdles
  • Chapter 11: Profiles players in depth—details product specs, revenue, margins; Top-tier players 2024 sales breakdowns by Product type, by Application, by region SWOT analysis, and recent strategic developments.
  • Chapter 12: Industry chain—analyses upstream, cost drivers, plus downstream channels.
  • Chapter 13: Market dynamics—explores drivers, restraints, regulatory impacts, and risk mitigation strategies.
  • Chapter 14: Actionable conclusions and strategic recommendations.
  • Why This Report:
  • Beyond standard market data, this analysis provides a clear profitability roadmap—empowering you to:
  • Allocate capital strategically to high growth regions (Chapters 6–10) and margin rich segments (Chapter 5).
  • Negotiate from strength with suppliers (Chapter 12) and customers (Chapter 5) using cost and demand intelligence.
  • Outmaneuver competitors with granular insights into their operations, margins, and strategies (Chapters 3 and 11).
  • Capitalize on the projected billion‑dollar opportunity with data‑driven regional and segment tactics (Chapter 12-14).
  • Leverage this 360° intelligence to turn market complexity into actionable competitive advantage.

FAQ for this report

Who are the main players in the NLP Software Market report?

Ans: The main players in the NLP Software Market are Brandwatch, ChatPulse, SAS Visual Analytics, KPI6, Denser, Grooper, Chattermill, RapidMiner, United Language Group Octave, Digimind, Deep Talk, HumanFirst, Enterprise Bot, Hello Customer, Moveo.AI

What are the Application segmentation covered in the NLP Software Market report?

Ans: The Applications covered in the NLP Software Market report are Large Enterprises, SMEs

What are the Type segmentation covered in the NLP Software Market report?

Ans: The Types covered in the NLP Software Market report are Cloud-Based, On-Premise

1 Study Coverage
1.1 Introduction to NLP Software: Definition, Properties, and Key Attributes
1.2 Market Segmentation by Type
1.2.1 Global NLP Software Market Size by Type, 2020 VS 2024 VS 2031
1.2.2 Cloud-Based
1.2.3 On-Premise
1.3 Market Segmentation by Application
1.3.1 Global NLP Software Market Size by Application, 2020 VS 2024 VS 2031
1.3.2 Large Enterprises
1.3.3 SMEs
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Executive Summary
2.1 Global NLP Software Revenue Estimates and Forecasts 2020-2031
2.2 Global NLP Software Revenue by Region
2.2.1 Revenue Comparison: 2020 VS 2024 VS 2031
2.2.2 Historical and Forecasted Revenue by Region (2020-2031)
2.2.3 Global Revenue Market Share by Region (2020-2031)
2.2.4 Emerging Market Focus: Growth Drivers & Investment Trends
3 Competition by Players
3.1 Global NLP Software Player Revenue Rankings and Profitability
3.1.1 Global Revenue (Value) by Players (2020-2025)
3.1.2 Global Key Player Revenue Ranking (2023 vs. 2024)
3.1.3 Revenue-Based Tier Segmentation (Tier 1, Tier 2, and Tier 3)
3.1.4 Gross Margin by Top Player (2020 VS 2024)
3.2 Global NLP Software Companies Headquarters and Service Footprint
3.3 Main Product Type Market Size by Players
3.3.1 Cloud-Based Market Size by Players
3.3.2 On-Premise Market Size by Players
3.4 Global NLP Software Market Concentration and Dynamics
3.4.1 Global Market Concentration (CR5 and HHI)
3.4.2 Entrant/Exit Impact Analysis
3.4.3 Strategic Moves: M&A, Expansion, R&D Investment
4 Global Product Segmentation Analysis
4.1 Global NLP Software Revenue Trends by Type
4.1.1 Global Historical and Forecasted Revenue by Type (2020-2031)
4.1.2 Global Revenue Market Share by Type (2020-2031)
4.2 Key Product Attributes and Differentiation
4.3 Subtype Dynamics: Growth Leaders, Profitability and Risk
4.3.1 High-Growth Niches and Adoption Drivers
4.3.2 Profitability Hotspots and Cost Drivers
4.3.3 Substitution Threats
5 Global Downstream Application Analysis
5.1 Global NLP Software Revenue by Application
5.1.1 Global Historical and Forecasted Revenue by Application (2020-2031)
5.1.2 Revenue Market Share by Application (2020-2031)
5.1.3 High-Growth Application Identification
5.1.4 Emerging Application Case Studies
5.2 Downstream Customer Analysis
5.2.1 Top Customers by Region
5.2.2 Top Customers by Application
6 North America
6.1 North America Market Size (2020-2031)
6.2 North America Key Players Revenue in 2024
6.3 North America NLP Software Market Size by Type (2020-2031)
6.4 North America NLP Software Market Size by Application (2020-2031)
6.5 North America Growth Accelerators and Market Barriers
6.6 North America NLP Software Market Size by Country
6.6.1 North America Revenue Trends by Country
6.6.2 US
6.6.3 Canada
6.6.4 Mexico
7 Europe
7.1 Europe Market Size (2020-2031)
7.2 Europe Key Players Revenue in 2024
7.3 Europe NLP Software Market Size by Type (2020-2031)
7.4 Europe NLP Software Market Size by Application (2020-2031)
7.5 Europe Growth Accelerators and Market Barriers
7.6 Europe NLP Software Market Size by Country
7.6.1 Europe Revenue Trends by Country
7.6.2 Germany
7.6.3 France
7.6.4 U.K.
7.6.5 Italy
7.6.6 Russia
8 Asia-Pacific
8.1 Asia-Pacific Market Size (2020-2031)
8.2 Asia-Pacific Key Players Revenue in 2024
8.3 Asia-Pacific NLP Software Market Size by Type (2020-2031)
8.4 Asia-Pacific NLP Software Market Size by Application (2020-2031)
8.5 Asia-Pacific Growth Accelerators and Market Barriers
8.6 Asia-Pacific NLP Software Market Size by Region
8.6.1 Asia-Pacific Revenue Trends by Region
8.7 China
8.8 Japan
8.9 South Korea
8.10 Australia
8.11 India
8.12 Southeast Asia
8.12.1 Indonesia
8.12.2 Vietnam
8.12.3 Malaysia
8.12.4 Philippines
8.12.5 Singapore
9 Central and South America
9.1 Central and South America Market Size (2020-2031)
9.2 Central and South America Key Players Revenue in 2024
9.3 Central and South America NLP Software Market Size by Type (2020-2031)
9.4 Central and South America NLP Software Market Size by Application (2020-2031)
9.5 Central and South America Investment Opportunities and Key Challenges
9.6 Central and South America NLP Software Market Size by Country
9.6.1 Central and South America Revenue Trends by Country (2020 VS 2024 VS 2031)
9.6.2 Brazil
9.6.3 Argentina
10 Middle East and Africa
10.1 Middle East and Africa Market Size (2020-2031)
10.2 Middle East and Africa Key Players Revenue in 2024
10.3 Middle East and Africa NLP Software Market Size by Type (2020-2031)
10.4 Middle East and Africa NLP Software Market Size by Application (2020-2031)
10.5 Middle East and Africa Investment Opportunities and Key Challenges
10.6 Middle East and Africa NLP Software Market Size by Country
10.6.1 Middle East and Africa Revenue Trends by Country (2020 VS 2024 VS 2031)
10.6.2 GCC Countries
10.6.3 Israel
10.6.4 Egypt
10.6.5 South Africa
11 Corporate Profile
11.1 Brandwatch
11.1.1 Brandwatch Corporation Information
11.1.2 Brandwatch Business Overview
11.1.3 Brandwatch NLP Software Product Features and Attributes
11.1.4 Brandwatch NLP Software Revenue and Gross Margin (2020-2025)
11.1.5 Brandwatch NLP Software Revenue by Product in 2024
11.1.6 Brandwatch NLP Software Revenue by Application in 2024
11.1.7 Brandwatch NLP Software Revenue by Geographic Area in 2024
11.1.8 Brandwatch NLP Software SWOT Analysis
11.1.9 Brandwatch Recent Developments
11.2 ChatPulse
11.2.1 ChatPulse Corporation Information
11.2.2 ChatPulse Business Overview
11.2.3 ChatPulse NLP Software Product Features and Attributes
11.2.4 ChatPulse NLP Software Revenue and Gross Margin (2020-2025)
11.2.5 ChatPulse NLP Software Revenue by Product in 2024
11.2.6 ChatPulse NLP Software Revenue by Application in 2024
11.2.7 ChatPulse NLP Software Revenue by Geographic Area in 2024
11.2.8 ChatPulse NLP Software SWOT Analysis
11.2.9 ChatPulse Recent Developments
11.3 SAS Visual Analytics
11.3.1 SAS Visual Analytics Corporation Information
11.3.2 SAS Visual Analytics Business Overview
11.3.3 SAS Visual Analytics NLP Software Product Features and Attributes
11.3.4 SAS Visual Analytics NLP Software Revenue and Gross Margin (2020-2025)
11.3.5 SAS Visual Analytics NLP Software Revenue by Product in 2024
11.3.6 SAS Visual Analytics NLP Software Revenue by Application in 2024
11.3.7 SAS Visual Analytics NLP Software Revenue by Geographic Area in 2024
11.3.8 SAS Visual Analytics NLP Software SWOT Analysis
11.3.9 SAS Visual Analytics Recent Developments
11.4 KPI6
11.4.1 KPI6 Corporation Information
11.4.2 KPI6 Business Overview
11.4.3 KPI6 NLP Software Product Features and Attributes
11.4.4 KPI6 NLP Software Revenue and Gross Margin (2020-2025)
11.4.5 KPI6 NLP Software Revenue by Product in 2024
11.4.6 KPI6 NLP Software Revenue by Application in 2024
11.4.7 KPI6 NLP Software Revenue by Geographic Area in 2024
11.4.8 KPI6 NLP Software SWOT Analysis
11.4.9 KPI6 Recent Developments
11.5 Denser
11.5.1 Denser Corporation Information
11.5.2 Denser Business Overview
11.5.3 Denser NLP Software Product Features and Attributes
11.5.4 Denser NLP Software Revenue and Gross Margin (2020-2025)
11.5.5 Denser NLP Software Revenue by Product in 2024
11.5.6 Denser NLP Software Revenue by Application in 2024
11.5.7 Denser NLP Software Revenue by Geographic Area in 2024
11.5.8 Denser NLP Software SWOT Analysis
11.5.9 Denser Recent Developments
11.6 Grooper
11.6.1 Grooper Corporation Information
11.6.2 Grooper Business Overview
11.6.3 Grooper NLP Software Product Features and Attributes
11.6.4 Grooper NLP Software Revenue and Gross Margin (2020-2025)
11.6.5 Grooper Recent Developments
11.7 Chattermill
11.7.1 Chattermill Corporation Information
11.7.2 Chattermill Business Overview
11.7.3 Chattermill NLP Software Product Features and Attributes
11.7.4 Chattermill NLP Software Revenue and Gross Margin (2020-2025)
11.7.5 Chattermill Recent Developments
11.8 RapidMiner
11.8.1 RapidMiner Corporation Information
11.8.2 RapidMiner Business Overview
11.8.3 RapidMiner NLP Software Product Features and Attributes
11.8.4 RapidMiner NLP Software Revenue and Gross Margin (2020-2025)
11.8.5 RapidMiner Recent Developments
11.9 United Language Group Octave
11.9.1 United Language Group Octave Corporation Information
11.9.2 United Language Group Octave Business Overview
11.9.3 United Language Group Octave NLP Software Product Features and Attributes
11.9.4 United Language Group Octave NLP Software Revenue and Gross Margin (2020-2025)
11.9.5 United Language Group Octave Recent Developments
11.10 Digimind
11.10.1 Digimind Corporation Information
11.10.2 Digimind Business Overview
11.10.3 Digimind NLP Software Product Features and Attributes
11.10.4 Digimind NLP Software Revenue and Gross Margin (2020-2025)
11.10.5 Company Ten Recent Developments
11.11 Deep Talk
11.11.1 Deep Talk Corporation Information
11.11.2 Deep Talk Business Overview
11.11.3 Deep Talk NLP Software Product Features and Attributes
11.11.4 Deep Talk NLP Software Revenue and Gross Margin (2020-2025)
11.11.5 Deep Talk Recent Developments
11.12 HumanFirst
11.12.1 HumanFirst Corporation Information
11.12.2 HumanFirst Business Overview
11.12.3 HumanFirst NLP Software Product Features and Attributes
11.12.4 HumanFirst NLP Software Revenue and Gross Margin (2020-2025)
11.12.5 HumanFirst Recent Developments
11.13 Enterprise Bot
11.13.1 Enterprise Bot Corporation Information
11.13.2 Enterprise Bot Business Overview
11.13.3 Enterprise Bot NLP Software Product Features and Attributes
11.13.4 Enterprise Bot NLP Software Revenue and Gross Margin (2020-2025)
11.13.5 Enterprise Bot Recent Developments
11.14 Hello Customer
11.14.1 Hello Customer Corporation Information
11.14.2 Hello Customer Business Overview
11.14.3 Hello Customer NLP Software Product Features and Attributes
11.14.4 Hello Customer NLP Software Revenue and Gross Margin (2020-2025)
11.14.5 Hello Customer Recent Developments
11.15 Moveo.AI
11.15.1 Moveo.AI Corporation Information
11.15.2 Moveo.AI Business Overview
11.15.3 Moveo.AI NLP Software Product Features and Attributes
11.15.4 Moveo.AI NLP Software Revenue and Gross Margin (2020-2025)
11.15.5 Moveo.AI Recent Developments
12 NLP SoftwareIndustry Chain Analysis
12.1 NLP Software Industry Chain
12.2 Upstream Analysis
12.2.1 Upstream Key Suppliers
12.3 Middlestream Analysis
12.4 Downstream Sales Model and Distribution Networks
12.4.1 Sales Channels
12.4.2 Distributors
13 NLP Software Market Dynamics
13.1 Industry Trends and Evolution
13.2 Market Growth Drivers and Emerging Opportunities
13.3 Market Challenges, Risks, and Restraints
14 Key Findings in the Global NLP Software Study
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.1.1 Research Programs/Design
15.1.1.2 Market Size Estimation
15.1.1.3 Market Breakdown and Data Triangulation
15.1.2 Data Source
15.1.2.1 Secondary Sources
15.1.2.2 Primary Sources
15.2 Author Details
FEATURED COMPANIES
Brandwatch
Grooper
Chattermill
RapidMiner
Digimind
ChatPulse
SAS Visual Analytics
KPI6
Denser
United Language Group Octave
Deep Talk
HumanFirst
Enterprise Bot
Hello Customer
Moveo.AI
List of Tables
 Table 1. Global NLP Software Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
 Table 2. Global NLP Software Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
 Table 3. Global NLP Software Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Table 4. Global NLP Software Revenue by Region (2020-2025) & (US$ Million)
 Table 5. Global NLP Software Revenue by Region (2026-2031) & (US$ Million)
 Table 6. Emerging Market Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 7. Global NLP Software Revenue by Players (2020-2025) & (US$ Million)
 Table 8. Global NLP Software Revenue Market Share by Players (2020-2025)
 Table 9. Global Key Players’Ranking Shift (2023 vs. 2024) (Based on Revenue)
 Table 10. Global NLP Software by Player Tier (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in NLP Software as of 2024)
 Table 11. Global NLP Software Average Gross Margin (%) by Player (2020 VS 2024)
 Table 12. Global NLP Software Companies Headquarters
 Table 13. Global NLP Software Market Concentration Ratio (CR5 and HHI)
 Table 14. Key Market Entrant/Exit (2020-2024) – Drivers & Impact Analysis
 Table 15. Key Mergers & Acquisitions, Expansion Plans, R&D Investment
 Table 16. Global NLP Software Revenue by Type (2020-2025) & (US$ Million)
 Table 17. Global NLP Software Revenue by Type (2026-2031) & (US$ Million)
 Table 18. Key Product Attributes and Differentiation
 Table 19. Global NLP Software Revenue by Application (2020-2025) & (US$ Million)
 Table 20. Global NLP Software Revenue by Application (2026-2031) & (US$ Million)
 Table 21. NLP Software High-Growth Sectors Demand CAGR (2024-2031)
 Table 22. Top Customers by Region
 Table 23. Top Customers by Application
 Table 24. North America NLP Software Growth Accelerators and Market Barriers
 Table 25. North America NLP Software Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 26. Europe NLP Software Growth Accelerators and Market Barriers
 Table 27. Europe NLP Software Revenue Grow Rate (CAGR) by Country: 2020 VS 2024 VS 2031 (US$ Million)
 Table 28. Asia-Pacific NLP Software Growth Accelerators and Market Barriers
 Table 29. Asia-Pacific NLP Software Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Table 30. Central and South America NLP Software Investment Opportunities and Key Challenges
 Table 31. Central and South America NLP Software Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 32. Middle East and Africa NLP Software Investment Opportunities and Key Challenges
 Table 33. Middle East and Africa NLP Software Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 34. Brandwatch Corporation Information
 Table 35. Brandwatch Description and Major Businesses
 Table 36. Brandwatch Product Features and Attributes
 Table 37. Brandwatch Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 38. Brandwatch Revenue Proportion by Product in 2024
 Table 39. Brandwatch Revenue Proportion by Application in 2024
 Table 40. Brandwatch Revenue Proportion by Geographic Area in 2024
 Table 41. Brandwatch NLP Software SWOT Analysis
 Table 42. Brandwatch Recent Developments
 Table 43. ChatPulse Corporation Information
 Table 44. ChatPulse Description and Major Businesses
 Table 45. ChatPulse Product Features and Attributes
 Table 46. ChatPulse Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 47. ChatPulse Revenue Proportion by Product in 2024
 Table 48. ChatPulse Revenue Proportion by Application in 2024
 Table 49. ChatPulse Revenue Proportion by Geographic Area in 2024
 Table 50. ChatPulse NLP Software SWOT Analysis
 Table 51. ChatPulse Recent Developments
 Table 52. SAS Visual Analytics Corporation Information
 Table 53. SAS Visual Analytics Description and Major Businesses
 Table 54. SAS Visual Analytics Product Features and Attributes
 Table 55. SAS Visual Analytics Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 56. SAS Visual Analytics Revenue Proportion by Product in 2024
 Table 57. SAS Visual Analytics Revenue Proportion by Application in 2024
 Table 58. SAS Visual Analytics Revenue Proportion by Geographic Area in 2024
 Table 59. SAS Visual Analytics NLP Software SWOT Analysis
 Table 60. SAS Visual Analytics Recent Developments
 Table 61. KPI6 Corporation Information
 Table 62. KPI6 Description and Major Businesses
 Table 63. KPI6 Product Features and Attributes
 Table 64. KPI6 Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 65. KPI6 Revenue Proportion by Product in 2024
 Table 66. KPI6 Revenue Proportion by Application in 2024
 Table 67. KPI6 Revenue Proportion by Geographic Area in 2024
 Table 68. KPI6 NLP Software SWOT Analysis
 Table 69. KPI6 Recent Developments
 Table 70. Denser Corporation Information
 Table 71. Denser Description and Major Businesses
 Table 72. Denser Product Features and Attributes
 Table 73. Denser Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 74. Denser Revenue Proportion by Product in 2024
 Table 75. Denser Revenue Proportion by Application in 2024
 Table 76. Denser Revenue Proportion by Geographic Area in 2024
 Table 77. Denser NLP Software SWOT Analysis
 Table 78. Denser Recent Developments
 Table 79. Grooper Corporation Information
 Table 80. Grooper Description and Major Businesses
 Table 81. Grooper Product Features and Attributes
 Table 82. Grooper Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 83. Grooper Recent Developments
 Table 84. Chattermill Corporation Information
 Table 85. Chattermill Description and Major Businesses
 Table 86. Chattermill Product Features and Attributes
 Table 87. Chattermill Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 88. Chattermill Recent Developments
 Table 89. RapidMiner Corporation Information
 Table 90. RapidMiner Description and Major Businesses
 Table 91. RapidMiner Product Features and Attributes
 Table 92. RapidMiner Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 93. RapidMiner Recent Developments
 Table 94. United Language Group Octave Corporation Information
 Table 95. United Language Group Octave Description and Major Businesses
 Table 96. United Language Group Octave Product Features and Attributes
 Table 97. United Language Group Octave Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 98. United Language Group Octave Recent Developments
 Table 99. Digimind Corporation Information
 Table 100. Digimind Description and Major Businesses
 Table 101. Digimind Product Features and Attributes
 Table 102. Digimind Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 103. Digimind Recent Developments
 Table 104. Deep Talk Corporation Information
 Table 105. Deep Talk Description and Major Businesses
 Table 106. Deep Talk Product Features and Attributes
 Table 107. Deep Talk Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 108. Deep Talk Recent Developments
 Table 109. HumanFirst Corporation Information
 Table 110. HumanFirst Description and Major Businesses
 Table 111. HumanFirst Product Features and Attributes
 Table 112. HumanFirst Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 113. HumanFirst Recent Developments
 Table 114. Enterprise Bot Corporation Information
 Table 115. Enterprise Bot Description and Major Businesses
 Table 116. Enterprise Bot Product Features and Attributes
 Table 117. Enterprise Bot Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 118. Enterprise Bot Recent Developments
 Table 119. Hello Customer Corporation Information
 Table 120. Hello Customer Description and Major Businesses
 Table 121. Hello Customer Product Features and Attributes
 Table 122. Hello Customer Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 123. Hello Customer Recent Developments
 Table 124. Moveo.AI Corporation Information
 Table 125. Moveo.AI Description and Major Businesses
 Table 126. Moveo.AI Product Features and Attributes
 Table 127. Moveo.AI Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 128. Moveo.AI Recent Developments
 Table 129. Raw Materials Key Suppliers
 Table 130. Distributors List
 Table 131. Market Trends and Market Evolution
 Table 132. Market Drivers and Opportunities
 Table 133. Market Challenges, Risks, and Restraints
 Table 134. Research Programs/Design for This Report
 Table 135. Key Data Information from Secondary Sources
 Table 136. Key Data Information from Primary Sources


List of Figures
 Figure 1. NLP Software Product Picture
 Figure 2. Global NLP Software Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
 Figure 3. Cloud-Based Product Picture
 Figure 4. On-Premise Product Picture
 Figure 5. Global NLP Software Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
 Figure 6. Large Enterprises
 Figure 7. SMEs
 Figure 8. NLP Software Report Years Considered
 Figure 9. Global NLP Software Revenue, (US$ Million), 2020 VS 2024 VS 2031
 Figure 10. Global NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 11. Global NLP Software Revenue (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Figure 12. Global NLP Software Revenue Market Share by Region (2020-2031)
 Figure 13. Global NLP Software Revenue Market Share Ranking (2024)
 Figure 14. Tier Distribution by Revenue Contribution (2020 VS 2024)
 Figure 15. Cloud-Based Revenue Market Share by Player in 2024
 Figure 16. On-Premise Revenue Market Share by Player in 2024
 Figure 17. Global NLP Software Revenue Market Share by Type (2020-2031)
 Figure 18. Global NLP Software Revenue Market Share by Application (2020-2031)
 Figure 19. North America NLP Software Revenue YoY (2020-2031) & (US$ Million)
 Figure 20. North America Top 5 Players NLP Software Revenue (US$ Million) in 2024
 Figure 21. North America NLP Software Revenue (US$ Million) by Type (2020 - 2031)
 Figure 22. North America NLP Software Revenue (US$ Million) by Application (2020-2031)
 Figure 23. US NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 24. Canada NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 25. Mexico NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 26. Europe NLP Software Revenue YoY (2020-2031) & (US$ Million)
 Figure 27. Europe Top 5 Players NLP Software Revenue (US$ Million) in 2024
 Figure 28. Europe NLP Software Revenue (US$ Million) by Type (2020-2031)
 Figure 29. Europe NLP Software Revenue (US$ Million) by Application (2020-2031)
 Figure 30. Germany NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 31. France NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 32. U.K. NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 33. Italy NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 34. Russia NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 35. Asia-Pacific NLP Software Revenue YoY (2020-2031) & (US$ Million)
 Figure 36. Asia-Pacific Top 8 Players NLP Software Revenue (US$ Million) in 2024
 Figure 37. Asia-Pacific NLP Software Revenue (US$ Million) by Type (2020-2031)
 Figure 38. Asia-Pacific NLP Software Revenue (US$ Million) by Application (2020-2031)
 Figure 39. Indonesia NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 40. Japan NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 41. South Korea NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 42. Australia NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 43. India NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 44. Indonesia NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 45. Vietnam NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 46. Malaysia NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 47. Philippines NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 48. Singapore NLP Software Revenue (2020-2031) & (US$ Million)
 Figure 49. Central and South America NLP Software Revenue YoY (2020-2031) & (US$ Million)
 Figure 50. Central and South America Top 5 Players NLP Software Revenue (US$ Million) in 2024
 Figure 51. Central and South America NLP Software Revenue (US$ Million) by Type (2020-2031)
 Figure 52. Central and South America NLP Software Revenue (US$ Million) by Application (2020-2031)
 Figure 53. Brazil NLP Software Revenue (2020-2025) & (US$ Million)
 Figure 54. Argentina NLP Software Revenue (2020-2025) & (US$ Million)
 Figure 55. Middle East and Africa NLP Software Revenue YoY (2020-2031) & (US$ Million)
 Figure 56. Middle East and Africa Top 5 Players NLP Software Revenue (US$ Million) in 2024
 Figure 57. South America NLP Software Revenue (US$ Million) by Type (2020-2031)
 Figure 58. Middle East and Africa NLP Software Revenue (US$ Million) by Application (2020-2031)
 Figure 59. GCC Countries NLP Software Revenue (2020-2025) & (US$ Million)
 Figure 60. Israel NLP Software Revenue (2020-2025) & (US$ Million)
 Figure 61. Egypt NLP Software Revenue (2020-2025) & (US$ Million)
 Figure 62. South Africa NLP Software Revenue (2020-2025) & (US$ Million)
 Figure 63. NLP Software Industry Chain Mapping
 Figure 64. Channels of Distribution (Direct Vs Distribution)
 Figure 65. Bottom-up and Top-down Approaches for This Report
 Figure 66. Data Triangulation
 Figure 67. Key Executives Interviewed
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