1 INTRODUCTION
1.1 OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 MARKET SCOPE
1.3 RESEARCH METHODOLOGY
1.3.1 SECONDARY DATA
1.3.2 PRIMARY DATA
1.3.3 MARKET SIZE ESTIMATION
1.3.4 BOTTOM-UP APPROACH
1.3.5 TOP-DOWN APPROACH
1.4 RESEARCH ASSUMPTION
1.5 STAKEHOLDERS
1.6 CURRENCY
1.7 YEARS CONSIDERED
1.8 LIMITATION
2 EXECUTIVE SUMMARY
3 MARKET OUTLOOK
3.1 INTRODUCTION
3.2 DROC MATRIX
3.3 MARKET CHALLENGES
3.4 MARKET SHARE ANALYSIS
3.5 COST STRUCTURE ANALYSIS
3.6 VALUE CHAIN ANALYSIS
3.7 COVID-19 IMPACT ANALYSES
4 INDUSTRY TRENDS
4.1 INTRODUCTION
4.2 PESTEL ANALYSIS
4.3 PORTER’S FIVE FORCES MODEL
4.3.1 DEGREE OF COMPETITION
4.3.2 BARGAINING POWER OF BUYERS
4.3.3 BARGAINING POWER OF SUPPLIERS
4.3.4 THREAT FROM SUBSTITUTES
4.3.5 THREAT FROM NEW ENTRANTS
5 GENERATIVE AI IN EDUCATION TYPE ANALYSIS
5.1 INTRODUCTION
5.2 HISTORICAL MARKET TYPE ANALYSIS, 2017-2021
5.3 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
5.4 Y-O-Y GROWTH TREND ANALYSIS
5.5 STUDENTS
5.6 TEACHERS
5.7 ADMINISTRATORS
5.8 EDUCATIONAL INSTITUTIONS
5.9 OTHER TYPES
6 GENERATIVE AI IN EDUCATION MARKET TECHNOLOGY ANALYSIS
6.1 INTRODUCTION
6.2 HISTORICAL MARKET TECHNOLOGY ANALYSIS, 2017-2021
6.3 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
6.4 Y-O-Y GROWTH TREND ANALYSIS
6.5 NATURAL LANGUAGE PROCESSING
6.6 MACHINE LEARNING
6.7 COMPUTER VISION
6.8 OTHER TECHNOLOGIES
7 GENERATIVE AI IN EDUCATION MARKET DEPLOYMENT MODE ANALYSIS
7.1 INTRODUCTION
7.2 HISTORICAL MARKET DEPLOYMENT MODE ANALYSIS, 2017-2021
7.3 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
7.4 Y-O-Y GROWTH TREND ANALYSIS
7.5 ON-PREMISE
7.6 CLOUD-BASED
8 GENERATIVE AI IN EDUCATION MARKET APPLICATION ANALYSIS
8.1 INTRODUCTION
8.2 HISTORICAL MARKET APPLICATION ANALYSIS, 2017-2021
8.3 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
8.4 Y-O-Y GROWTH TREND ANALYSIS
8.5 ADAPTIVE LEARNING
8.6 CONTENT GENERATION
8.7 AUTOMATED GRADING
8.8 PERSONALIZED TUTORING
8.9 VIRTUAL SIMULATIONS
8.10 INTELLIGENT LEARNING SYSTEM
8.11 OTHER APPLICATIONS
9 GLOBAL GENERATIVE AI IN EDUCATION REGIONAL ANALYSIS
9.1 INTRODUCTION
9.2 NORTH AMERICA
9.2.1 NORTH AMERICA HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
9.2.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
9.2.3 Y-O-Y GROWTH TREND ANALYSIS
9.2.3.1 U.S.
9.2.3.2 Canada
9.2.3.3 Mexico
9.3 ASIA-PACIFIC
9.3.1 APAC HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
9.3.2 Y-O-Y GROWTH TREND ANALYSIS
9.3.2.1 China
9.3.2.2 Japan
9.3.2.3 Korea
9.3.2.4 India
9.3.2.5 Southeast Asia
9.4 MIDDLE EAST AND AFRICA
9.4.1 MIDDLE EAST AND AFRICA HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
9.4.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
9.4.3 Y-O-Y GROWTH TREND ANALYSIS
9.4.3.1 Saudi Arabia
9.4.3.2 UAE
9.4.3.3 Egypt
9.4.3.4 Nigeria
9.4.3.5 South Africa
9.5 EUROPE
9.5.1 EUROPE HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
9.5.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
9.5.3 Y-O-Y GROWTH TREND ANALYSIS
9.5.3.1 Germany
9.5.3.2 France
9.5.3.3 UK
9.5.3.4 Russia
9.5.3.5 Italy
9.6 SOUTH AMERICA
9.6.1 SOUTH AMERICA HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
9.6.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
9.6.3 Y-O-Y GROWTH TREND ANALYSIS
9.6.3.1 Brazil
9.6.3.2 Argentina
9.6.3.3 Columbia
10 COUNTRY LEVEL ANALYSIS
10.1 UNITED STATES
10.2 CANADA
10.3 MEXICO
10.4 CHINA
10.5 JAPAN
10.6 INDIA
10.7 KOREA
10.8 SAUDI AREBIA
10.9 UAE
10.10 EGYPT
10.11 NIGERIA
10.12 SOUTH AFRICA
10.13 GERMANY
10.14 FRANCE
10.15 UK
10.16 RUSSIA
10.17 ITALY
10.18 BRAZIL
10.19 ARGENTINA
10.20 COLUMBIA
11 MARKET PLAYERS
11.1 DUOLINGO
11.1.1 BUSINESS OVERVIEW:
11.1.2 PRODUCT PORTFOLIO
11.1.3 RECENT DEVELOPMENTS
11.1.4 SWOT ANALYSIS:
11.2 GOOGLE
11.3 IBM
11.4 MICROSOFT
11.5 AMAZON
11.6 PEARSON
11.7 COGNII
11.8 DREAMBOX
11.9 KNEWTON
11.10 QUILLIONZ
11.11 METACOG
11.12 NUANCE COMMUNICATIONS
11.13 QUERIUM CORPORATION
11.14 THIRD SPACE LEARNING
11.15 CONTENT TECHNOLOGIES, INC. (CTI)
11.16 KAGGLE (NOW A PART OF GOOGLE)
11.17 SQUIRREL AI
11.18 ALEKS CORPORATION
11.19 BLACKBOARD
11.20 COURSERA
11.21 EDX
12 ABOUT US

TABLE 1 GENERATIVE AI IN EDUCATION REGIONAL HISTORICAL MARKET ANALYSIS, 2017–2021 (USD MILLION)
TABLE 2 GLOBAL GENERATIVE AI IN EDUCATION MARKET, 2022–2031, (USD MILLION)
TABLE 3 GENERATIVE AI IN EDUCATION CURRENT AND FUTURE REGIONAL ANALYSIS, 2022–2031 (USD MILLION)
TABLE 4 GLOBAL GENERATIVE AI IN EDUCATION HISTORICAL MARKET TYPE ANALYSIS, 2017-2021, (USD MILLION)
TABLE 5 GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 6 STUDENTS CURRENT AND FUTURE TYPE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 7 TEACHERS CURRENT AND FUTURE TYPE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 8 ADMINISTRATORS CURRENT AND FUTURE TYPE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 9 EDUCATIONAL INSTITUTIONS CURRENT AND FUTURE TYPE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 10 OTHER TYPES CURRENT AND FUTURE TYPE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 11 GLOBAL GENERATIVE AI IN EDUCATION HISTORICAL MARKET TECHNOLOGY ANALYSIS, 2017-2021, (USD MILLION)
TABLE 12 GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 13 NATURAL LANGUAGE PROCESSING CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2017–2031 (USD MILLION)
TABLE 14 MACHINE LEARNING CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2017–2031 (USD MILLION)
TABLE 15 COMPUTER VISION CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2017–2031 (USD MILLION)
TABLE 16 OTHER TECHNOLOGIES CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2017–2031 (USD MILLION)
TABLE 17 GLOBAL GENERATIVE AI IN EDUCATION HISTORICAL MARKET DEPLOYMENT MODE ANALYSIS, 2017-2021, (USD MILLION)
TABLE 18 GENERATIVE AI IN EDUCATION CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 19 ON-PREMISE CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 20 CLOUD-BASED CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 21 GLOBAL GENERATIVE AI IN EDUCATION HISTORICAL MARKET APPLICATION ANALYSIS, 2017-2021, (USD MILLION)
TABLE 22 GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 23 ADAPTIVE LEARNING CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 24 CONTENT GENERATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 25 AUTOMATED GRADING CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 26 PERSONALIZED TUTORING CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 27 VIRTUAL SIMULATIONS CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 28 INTELLIGENT LEARNING SYSTEM CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 29 OTHER APPLICATIONS CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 30 NORTH AMERICA GENERATIVE AI IN EDUCATION HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 31 NORTH AMERICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 32 NORTH AMERICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 33 NORTH AMERICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 34 NORTH AMERICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 35 U.S. GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2017–2023
TABLE 36 U.S. GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 37 U.S. GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 38 CANADA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 39 CANADA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 40 MEXICO GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 41 MEXICO GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 42 APAC GENERATIVE AI IN EDUCATION HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 43 ASIA-PACIFIC GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 44 ASIA-PACIFIC GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 45 ASIA-PACIFIC GENERATIVE AI IN EDUCATION CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 46 ASIA-PACIFIC GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 47 CHINA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 48 CHINA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 49 JAPAN GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 50 JAPAN GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 51 KOREA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 52 KOREA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 53 INDIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 54 INDIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 55 SOUTHEAST ASIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 56 SOUTHEAST ASIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 57 MIDDLE EAST AND AFRICA GENERATIVE AI IN EDUCATION HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 58 MIDDLE EAST AND AFRICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 59 MIDDLE EAST AND AFRICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 60 MIDDLE EAST AND AFRICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 61 MIDDLE EAST AND AFRICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 62 SAUDI ARABIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 63 SAUDI ARABIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 64 UAE GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 65 UAE GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 66 EGYPT GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 67 EGYPT GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 68 NIGERIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 69 NIGERIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 70 SOUTH AFRICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 71 SOUTH AFRICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 72 EUROPE GENERATIVE AI IN EDUCATION HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 73 EUROPE GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 74 EUROPE GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 75 EUROPE GENERATIVE AI IN EDUCATION CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 76 EUROPE GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 77 GERMANY GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 78 GERMANY GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 79 FRANCE GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 80 FRANCE GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 81 UK GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 82 UK GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 83 RUSSIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 84 RUSSIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 85 ITALY GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 86 ITALY GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 87 SOUTH AMERICA GENERATIVE AI IN EDUCATION HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 88 SOUTH AMERICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 89 SOUTH AMERICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 90 SOUTH AMERICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 91 SOUTH AMERICA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 92 BRAZIL GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 93 BRAZIL GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 94 ARGENTINA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 95 ARGENTINA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 96 COLUMBIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 97 COLUMBIA GENERATIVE AI IN EDUCATION CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)