Table of Contents
Chapter 1. Methodology and Scope
1.1. Market Segmentation and Scope
1.2. Research Methodology
1.2.1. Information Procurement
1.3. Information or Data Analysis
1.4. Methodology
1.5. Research Scope and Assumptions
1.6. List of Data Sources
Chapter 2. Executive Summary
2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights
Chapter 3. Natural Language Understanding (NLU) market Variables, Trends, & Scope
3.1. Market Lineage Outlook
3.2. Market Dynamics
3.2.1. Market Driver Analysis
3.2.2. Market Restraint Analysis
3.2.3. Industry Challenge
3.3. Natural Language Understanding (NLU) market Analysis Tools
3.3.1. Industry Analysis - Porter’s Five Forces
3.3.1.1. Bargaining power of the suppliers
3.3.1.2. Bargaining power of the buyers
3.3.1.3. Threats of substitution
3.3.1.4. Threats from new entrants
3.3.1.5. Competitive rivalry
3.3.2. PESTEL Analysis
3.3.2.1. Political landscape
3.3.2.2. Economic and Social landscape
3.3.2.3. Technological landscape
Chapter 4. Natural Language Understanding (NLU) market: Offering Estimates & Trend Analysis
4.1. Segment Dashboard
4.2. Natural Language Understanding (NLU) market: Offering Movement Analysis, USD Million, 2023 & 2030
4.3. Solutions
4.3.1. Solutions Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.4. Services
4.4.1. Services Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 5. Natural Language Understanding (NLU) market: Type Estimates & Trend Analysis
5.1. Segment Dashboard
5.2. Natural Language Understanding (NLU) market: Type Movement Analysis, USD Million, 2023 & 2030
5.3. Rule-Based
5.3.1. Rule-Based Natural Language Understanding (NLU) market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.4. Statistical
5.4.1. Statistical Natural Language Understanding (NLU) market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.5. Hybrid
5.5.1. Hybrid Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 6. Natural Language Understanding (NLU) market: Application Estimates & Trend Analysis
6.1. Segment Dashboard
6.2. Natural Language Understanding (NLU) market: Application Movement Analysis, USD Million, 2023 & 2030
6.3. Chatbots & Virtual Assistants
6.3.1. Chatbots & Virtual Assistants Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4. Sentiment Analysis
6.4.1. Sentiment Analysis Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.5. Text Analysis
6.5.1. Text Analysis Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6. Customer Experience Management (CXM)
6.6.1. Customer Experience Management (CXM) Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.7. Data Capture
6.7.1. Data Capture Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.8. Others
6.8.1. Others Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 7. Natural Language Understanding (NLU) market: End Use Estimates & Trend Analysis
7.1. Segment Dashboard
7.2. Natural Language Understanding (NLU) market: End Use Movement Analysis, USD Million, 2023 & 2030
7.3. Retail & E-commerce
7.3.1. Retail & E-commerce Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4. Healthcare & Life Sciences
7.4.1. Healthcare & Life Sciences Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.5. BFSI
7.5.1. BFSI Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6. IT & Telecommunications
7.6.1. IT & Telecommunications Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.7. Media & Entertainment
7.7.1. Media & Entertainment Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
7.8. Others
7.8.1. Others Natural Language Understanding (NLU) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 8. Natural Language Understanding (NLU) market: Regional Estimates & Trend Analysis
8.1. Natural Language Understanding (NLU) Market Share, By Region, 2023 & 2030, USD Million
8.2. North America
8.2.1. North America Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.2.2. U.S.
8.2.2.1. U.S. Natural Language Understanding (NLU) market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.2.3. Canada
8.2.3.1. Canada Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.2.4. Mexico
8.2.4.1. Mexico Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.3. Europe
8.3.1. Europe Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.3.2. UK
8.3.2.1. UK Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.3.3. Germany
8.3.3.1. Germany Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.3.4. France
8.3.4.1. France Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.4. Asia Pacific
8.4.1. Asia Pacific Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.4.2. China
8.4.2.1. China Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.4.3. Japan
8.4.3.1. Japan Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.4.4. India
8.4.4.1. India Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.4.5. South Korea
8.4.5.1. South Korea Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.4.6. Australia
8.4.6.1. Australia Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.5. Latin America
8.5.1. Latin America Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.5.2. Brazil
8.5.2.1. Brazil Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.6. Middle East and Africa
8.6.1. Middle East and Africa Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.6.2. KSA
8.6.2.1. KSA Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.6.3. UAE
8.6.3.1. UAE Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
8.6.4. South Africa
8.6.4.1. South Africa Natural Language Understanding (NLU) Market Estimates and Forecasts, 2018 - 2030 (USD MILLION)
Chapter 9. Competitive Landscape
9.1. Company Categorization
9.2. Company Market Positioning
9.3. Participant’s Overview
9.4. Financial Performance
9.5. Offering Benchmarking
9.6. Company Heat Map Analysis
9.7. Strategy Mapping
9.8. Company Profiles/Listing
9.8.1. Google LLC
9.8.2. Microsoft
9.8.3. International Business Machines Corporation
9.8.4. Amazon.com, Inc.
9.8.5. Salesforce, Inc.
9.8.6. NVIDIA Corporation
9.8.7. OpenAI
9.8.8. SAP SE
9.8.9. Nuance Communications
9.8.10. Hugging Face, Inc.
List of Tables
Table 1 Global Natural Language Understanding (NLU) market by Offering, 2018 - 2030 (USD Million)
Table 2 Global Natural Language Understanding (NLU) market by Type, 2018 - 2030 (USD Million)
Table 3 Global Natural Language Understanding (NLU) market by Application, 2018 - 2030 (USD Million)
Table 4 Global Natural Language Understanding (NLU) market by End Use, 2018 - 2030 (USD Million)
Table 5 Global Natural Language Understanding (NLU) market by region, 2018 - 2030 (USD Million)
Table 6 North America Natural Language Understanding (NLU) market by country, 2018 - 2030 (USD Million)
Table 7 Europe Natural Language Understanding (NLU) market by country, 2018 - 2030 (USD Million)
Table 8 Asia Pacific Natural Language Understanding (NLU) market by country, 2018 - 2030 (USD Million)
Table 9 Latin America Natural Language Understanding (NLU) market by country, 2018 - 2030 (USD Million)
Table 10 MEA Natural Language Understanding (NLU) market by country, 2018 - 2030 (USD Million)
Table 11 Key companies launching new products/services.
Table 12 Key companies engaged in mergers & acquisition.
Table 13 Key companies engaged in Research & development.
Table 14 Key Companies engaged in expansion.
List of Figures
Fig. 1 Information procurement
Fig. 2 Primary research pattern
Fig. 3 Market research approaches
Fig. 4 Value chain-based sizing & forecasting
Fig. 5 Market formulation & validation
Fig. 6 Natural Language Understanding (NLU) market snapshot
Fig. 7 Natural Language Understanding (NLU) market segment snapshot
Fig. 8 Natural Language Understanding (NLU) market competitive landscape snapshot
Fig. 9 Market research process
Fig. 10 Market driver relevance analysis (Current & future impact)
Fig. 11 Market restraint relevance analysis (Current & future impact)
Fig. 12 Natural Language Understanding (NLU) Market, Offering outlook key takeaways (USD Million)
Fig. 13 Natural Language Understanding (NLU) Market: Offering movement analysis (USD Million), 2023 & 2030
Fig. 14 Solutions Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 15 Services Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 16 Natural Language Understanding (NLU) Market: Type outlook key takeaways (USD Million)
Fig. 17 Natural Language Understanding (NLU) Market: Type movement analysis (USD Million), 2023 & 2030
Fig. 18 Rule-Based Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 19 Statistical Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 20 Hybrid Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 21 Natural Language Understanding (NLU) Market: Application outlook key takeaways (USD Million)
Fig. 22 Natural Language Understanding (NLU) Market: Application movement analysis (USD Million), 2023 & 2030
Fig. 23 Chatbots & Virtual Assistants Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 24 Sentiment Analysis Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 25 Text Analysis Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 26 Customer Experience Management (CXM) Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 27 Data Capture Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 28 Others Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 29 Retail & E-commerce Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 30 Healthcare & Life Sciences Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 31 BFSI Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 32 IT & Telecommunications Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 33 Media & Entertainment Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 34 Others Natural Language Understanding (NLU) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 35 Regional marketplace: Key takeaways
Fig. 36 Natural Language Understanding (NLU) Market: Regional outlook, 2023 & 2030, USD Million
Fig. 37 North America Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 38 U.S. Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 39 Canada Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 40 Mexico Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 41 Europe Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 42 UK Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 43 Germany Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 44 France Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 45 Asia Pacific Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 46 Japan Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 47 China Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 48 India Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 49 South Korea Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 50 Australia Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 51 Latin America Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 52 Brazil Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 53 MEA Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 54 KSA Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 55 UAE Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 56 South Africa Natural Language Understanding (NLU) market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 57 Strategy framework
Fig. 58 Company Categorization