1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Component
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
- 3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Market characteristics analysis
4 Market Sizing
- 4.1 Market definition
- Offerings of companies included in the market definition
- 4.2 Market segment analysis
- 4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size
- 5.1 Global LLMs In Education Market 2019 - 2023
- Historic Market Size - Data Table on Global LLMs In Education Market 2019 - 2023 ($ million)
- 5.2 Component segment analysis 2019 - 2023
- Historic Market Size - Component Segment 2019 - 2023 ($ million)
- 5.3 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
- 5.4 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
- 5.5 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
- 5.6 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Five Forces Analysis
- 6.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 6.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 6.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 6.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 6.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 6.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 6.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029
7 Market Segmentation by Component
- 7.1 Market segments
- Chart on Component - Market share 2024-2029 (%)
- Data Table on Component - Market share 2024-2029 (%)
- 7.2 Comparison by Component
- Chart on Comparison by Component
- Data Table on Comparison by Component
- 7.3 Solutions - Market size and forecast 2024-2029
- Chart on Solutions - Market size and forecast 2024-2029 ($ million)
- Data Table on Solutions - Market size and forecast 2024-2029 ($ million)
- Chart on Solutions - Year-over-year growth 2024-2029 (%)
- Data Table on Solutions - Year-over-year growth 2024-2029 (%)
- 7.4 Services - Market size and forecast 2024-2029
- Chart on Services - Market size and forecast 2024-2029 ($ million)
- Data Table on Services - Market size and forecast 2024-2029 ($ million)
- Chart on Services - Year-over-year growth 2024-2029 (%)
- Data Table on Services - Year-over-year growth 2024-2029 (%)
- 7.5 Market opportunity by Component
- Market opportunity by Component ($ million)
- Data Table on Market opportunity by Component ($ million)
8 Market Segmentation by Application
- 8.1 Market segments
- Chart on Application - Market share 2024-2029 (%)
- Data Table on Application - Market share 2024-2029 (%)
- 8.2 Comparison by Application
- Chart on Comparison by Application
- Data Table on Comparison by Application
- 8.3 Chatbots and virtual assistants - Market size and forecast 2024-2029
- Chart on Chatbots and virtual assistants - Market size and forecast 2024-2029 ($ million)
- Data Table on Chatbots and virtual assistants - Market size and forecast 2024-2029 ($ million)
- Chart on Chatbots and virtual assistants - Year-over-year growth 2024-2029 (%)
- Data Table on Chatbots and virtual assistants - Year-over-year growth 2024-2029 (%)
- 8.4 Content generation - Market size and forecast 2024-2029
- Chart on Content generation - Market size and forecast 2024-2029 ($ million)
- Data Table on Content generation - Market size and forecast 2024-2029 ($ million)
- Chart on Content generation - Year-over-year growth 2024-2029 (%)
- Data Table on Content generation - Year-over-year growth 2024-2029 (%)
- 8.5 Personalized learning - Market size and forecast 2024-2029
- Chart on Personalized learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Personalized learning - Market size and forecast 2024-2029 ($ million)
- Chart on Personalized learning - Year-over-year growth 2024-2029 (%)
- Data Table on Personalized learning - Year-over-year growth 2024-2029 (%)
- 8.6 Automated grading and assessment - Market size and forecast 2024-2029
- Chart on Automated grading and assessment - Market size and forecast 2024-2029 ($ million)
- Data Table on Automated grading and assessment - Market size and forecast 2024-2029 ($ million)
- Chart on Automated grading and assessment - Year-over-year growth 2024-2029 (%)
- Data Table on Automated grading and assessment - Year-over-year growth 2024-2029 (%)
- 8.7 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
- 8.8 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)
9 Market Segmentation by End-user
- 9.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
- 9.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
- 9.3 K-12 education - Market size and forecast 2024-2029
- Chart on K-12 education - Market size and forecast 2024-2029 ($ million)
- Data Table on K-12 education - Market size and forecast 2024-2029 ($ million)
- Chart on K-12 education - Year-over-year growth 2024-2029 (%)
- Data Table on K-12 education - Year-over-year growth 2024-2029 (%)
- 9.4 Higher education - Market size and forecast 2024-2029
- Chart on Higher education - Market size and forecast 2024-2029 ($ million)
- Data Table on Higher education - Market size and forecast 2024-2029 ($ million)
- Chart on Higher education - Year-over-year growth 2024-2029 (%)
- Data Table on Higher education - Year-over-year growth 2024-2029 (%)
- 9.5 Corporate training and learning - Market size and forecast 2024-2029
- Chart on Corporate training and learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Corporate training and learning - Market size and forecast 2024-2029 ($ million)
- Chart on Corporate training and learning - Year-over-year growth 2024-2029 (%)
- Data Table on Corporate training and learning - Year-over-year growth 2024-2029 (%)
- 9.6 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)
10 Customer Landscape
- 10.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
11 Geographic Landscape
- 11.1 Geographic segmentation
- Chart on Market share by geography 2024-2029 (%)
- Data Table on Market share by geography 2024-2029 (%)
- 11.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 11.3 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
- 11.4 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
- 11.5 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
- 11.6 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- 11.7 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
- 11.8 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
- 11.9 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
- 11.10 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
- 11.11 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
- 11.12 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
- 11.13 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
- 11.14 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
- 11.15 Japan - Market size and forecast 2024-2029
- Chart on Japan - Market size and forecast 2024-2029 ($ million)
- Data Table on Japan - Market size and forecast 2024-2029 ($ million)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
- 11.16 Brazil - Market size and forecast 2024-2029
- Chart on Brazil - Market size and forecast 2024-2029 ($ million)
- Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
- Chart on Brazil - Year-over-year growth 2024-2029 (%)
- Data Table on Brazil - Year-over-year growth 2024-2029 (%)
- 11.17 Italy - Market size and forecast 2024-2029
- Chart on Italy - Market size and forecast 2024-2029 ($ million)
- Data Table on Italy - Market size and forecast 2024-2029 ($ million)
- Chart on Italy - Year-over-year growth 2024-2029 (%)
- Data Table on Italy - Year-over-year growth 2024-2029 (%)
- 11.18 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
12 Drivers, Challenges, and Opportunity/Restraints
- 12.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 12.4 Market opportunities/restraints
13 Competitive Landscape
- 13.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 13.3 Landscape disruption
- Overview on factors of disruption
- 13.4 Industry risks
- Impact of key risks on business
14 Competitive Analysis
- 14.2 Company ranking index
- 14.3 Market positioning of companies
- Matrix on companies position and classification
- 14.4 Carnegie Learning Inc.
- Carnegie Learning Inc. - Overview
- Carnegie Learning Inc. - Product / Service
- Carnegie Learning Inc. - Key offerings
- SWOT
- 14.5 Century Tech Ltd.
- Century Tech Ltd. - Overview
- Century Tech Ltd. - Product / Service
- Century Tech Ltd. - Key offerings
- SWOT
- 14.6 Coursera Inc.
- Coursera Inc. - Overview
- Coursera Inc. - Business segments
- Coursera Inc. - Key news
- Coursera Inc. - Key offerings
- Coursera Inc. - Segment focus
- SWOT
- 14.7 Duolingo Inc.
- Duolingo Inc. - Overview
- Duolingo Inc. - Product / Service
- Duolingo Inc. - Key offerings
- SWOT
- 14.8 edX LLC
- edX LLC - Overview
- edX LLC - Product / Service
- edX LLC - Key offerings
- SWOT
- 14.9 Google LLC
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key offerings
- SWOT
- 14.10 International Business Machines Corp.
- International Business Machines Corp. - Overview
- International Business Machines Corp. - Business segments
- International Business Machines Corp. - Key news
- International Business Machines Corp. - Key offerings
- International Business Machines Corp. - Segment focus
- SWOT
- 14.11 Khan Academy Inc.
- Khan Academy Inc. - Overview
- Khan Academy Inc. - Product / Service
- Khan Academy Inc. - Key offerings
- SWOT
- 14.12 Mathpresso
- Mathpresso - Overview
- Mathpresso - Product / Service
- Mathpresso - Key offerings
- SWOT
- 14.13 McGraw Hill LLC
- McGraw Hill LLC - Overview
- McGraw Hill LLC - Product / Service
- McGraw Hill LLC - Key news
- McGraw Hill LLC - Key offerings
- SWOT
- 14.14 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- 14.15 OpenAI
- OpenAI - Overview
- OpenAI - Product / Service
- OpenAI - Key offerings
- SWOT
- 14.16 Pearson Plc
- Pearson Plc - Overview
- Pearson Plc - Business segments
- Pearson Plc - Key news
- Pearson Plc - Key offerings
- Pearson Plc - Segment focus
- SWOT
- 14.17 Quizlet Inc.
- Quizlet Inc. - Overview
- Quizlet Inc. - Product / Service
- Quizlet Inc. - Key offerings
- SWOT
- 14.18 Xebia
- Xebia - Overview
- Xebia - Product / Service
- Xebia - Key offerings
- SWOT
15 Appendix
- 15.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 15.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 15.4 Research methodology
- 15.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 15.9 360 degree market analysis
- 360 degree market analysis
- 15.10 List of abbreviations
Research Framework
Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.
INFORMATION SOURCES
Primary sources
- Manufacturers and suppliers
- Channel partners
- Industry experts
- Strategic decision makers
Secondary sources
- Industry journals and periodicals
- Government data
- Financial reports of key industry players
- Historical data
- Press releases

DATA ANALYSIS
Data Synthesis
- Collation of data
- Estimation of key figures
- Analysis of derived insights
Data Validation
- Triangulation with data models
- Reference against proprietary databases
- Corroboration with industry experts

REPORT WRITING
Qualitative
- Market drivers
- Market challenges
- Market trends
- Five forces analysis
Quantitative
- Market size and forecast
- Market segmentation
- Geographical insights
- Competitive landscape