Industry landscapes
Industry report

Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE NEW YORK CITY EDITION 2026

New York City’s
online learning industry,
in focus.

The companies, capital and talent shaping online learning in New York City. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Online Learning Industry Landscape of New York City
US
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Online Learning illustration
MEET THE COMPANIES

Explore New York City’s online learning leaders

24 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Online Learning company highlights in New York City, snapshot 2 September 2026
Company
Articulatearticulate.com$1.5B347
Classoverclassover.com$401.7M109
Princeton Reviewprincetonreview.com$337.62M5
General Assemblygeneralassemb.ly$127.07M43
Skillshareskillshare.com$116.99M151
ExecOnlineexeconline.com$88.39M220
Transfrtransfrinc.com$87M190
Codecademycodecademy.com$82.53M191
BrainStationbrainstation.io6 roles722
DataCampdatacamp.com5 roles43
Fullstack Academyfullstackacademy.com5 roles59
Lloydwithlloyd.com5 roles8
NetCom Learningnetcomlearning.com5 roles219
AI CERTsaicerts.ai4 roles
Tutored by Teacherstutored.live4 roles37
Correlation Onecorrelation-one.com3 roles100
Alphabetaalphabeta.io
Bold Voiceboldvoice.com6
BrainPOPbrainpop.com300
Bunchbunch.ai23
Codebasicscodebasics.io
ColorStarcolorstarinternational.com52
Kibokibo.school15
Knopman Marksknopman.com59
24 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only
THE KEY SIGNALS

Online Learning industry KPIs in New York City

A few useful ratios bring the size of this ecosystem into perspective.

2 September 2026
Hiring participation5.4%

30 of 553 tracked companies have open roles.

Funding participation19.5%

108 of 553 tracked companies have a recorded round.

Top 3 funding share62.6%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$2.5M

Midpoint of 128 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 62.6% of disclosed capital, while 80.5% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How New York City online learning has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

New York City online learning
$0$481.68M$963.37M$1.45B$1.93B2016: $112.84M20162017: $71.92M20172018: $98.17M20182019: $28.12M20192020: $102.8M20202021: $1.69B20212022: $127.3M20222023: $70.56M20232024: $5.1M20242025: $494.18M2025
View the numbers
Annual online learning funding and company formation in New York City
YearFunding (USD)FoundedRaising
2016$112.84M2115
2017$71.92M3316
2018$98.17M318
2019$28.12M367
2020$102.8M358
2021$1.69B2814
2022$127.3M2314
2023$70.56M3014
2024$5.1M262
2025$494.18M99
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Articulate42.0%
  • Classover11.2%
  • Princeton Review9.4%
  • Other companies37.4%

Funding by stage

160 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel74 46.2%
Series A–B52 32.5%
Series C+ / PE13 8.1%
Grants, debt & other21 13.1%

Recent recorded rounds

Latest recorded rounds · USD
1 rounds

Swipe or scroll horizontally to browse.

Seed04/2026
Series $5.1M

Backed by Pear VC and Steve Huffman and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Expand panel +

Annual accounts availability

Exact designated identities and reviewed filing records were checked, but this page has neither a qualifying preview account nor a target cohort meeting the ten-entity aggregate floor.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the New York City companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Busiest websites

25 of the 553 companies on this page carry a measured traffic record (4.5%); these are the largest of those, by monthly visits. The median among them is 338,495 visits.

Visits and authority are third-party web estimates, not company-reported figures.

Most-installed apps

65 of these companies (11.8%) publish at least one Android app — 176 apps in all, carrying 55.1M installs between them.

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Continued Learning9225.5MPleco Chinese Dictionary 7.1M
K-12 Edtech4620.4MCymath - Math Problem Solver 7.3M
Pre-K Edtech4320.2MMy Little Pony: Story Creator 6.9M
Mom & Baby Care3718.9MPLAY-DOH Create ABCs 4.6M
Hrtech102.3MLearn English - Voxy 2M
Speech And Voice Recognition22MMerlyn Companion 39
Higher Education Tech181.6MLinguado - Language Community 1.4M
Disease Self Management141.5MCogniFit - Test & Brain Games 1.2M

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2023Q2: 32023Q2: 22023Q22023Q3: 42023Q3: 52023Q32023Q4: 22023Q4: 52023Q42024Q1: 52024Q1: 32024Q12024Q2: 62024Q2: 02024Q22024Q3: 42024Q3: 62024Q32024Q4: 42024Q4: 42024Q42025Q1: 72025Q1: 62025Q12025Q2: 42025Q2: 22025Q22025Q3: 42025Q3: 232025Q32025Q4: 62025Q4: 382025Q42026Q1: 52026Q1: 102026Q1

Darker bars are new releases, lighter bars apps updated. 172 of 176 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The New York City online learning market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Edtech470
Consumer digital431
Online courses255
Enterprise tech189
Vocational training110
Saas87
Future of work74
Passion economy73
Enterprise software73
Hr saas54
Activity based learning45
Healthtech23

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Edtech

The largest measured segment in this report snapshot.

470companies
5.5%have hiring activity

26 companies hiring · $1.56B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Subscription407
Fee-for-service109
Advertising103
Commission on transaction78
E-commerce - service52
E-commerce - product21
Sponsorship14
Freemium10
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Mergers & acquisitionsexeconline.com ↗

ExecOnline acquires team development firm 19 April 2026 Skills Training You are unauthorized to view this page.

Funding roundsboldvoice.com ↗

BoldVoice, an accent training app for non-native English speakers, has raised $21M in Series A funding led by Matrix.

Mergers & acquisitionsdatacamp.com ↗

DataCamp, the leading online learning platform for data and AI skill development, announced today the acquisition of Dubai-based Optima, an AI-native learning platform focused on advancing data and AI education.

Funding roundsalphabeta.io ↗

WisdomTree, Inc. , a global financial innovator, announced a $2.5 million strategic minority investment in AlphaBeta ETF Ltd (“AlphaBeta”), an Israeli fintech company focused on quantitative and AI-first investment strategies.

Funding roundsclassover.com ↗

The convertible notes issuance supplements an existing $400 million equity purchase agreement.

Mergers & acquisitionshotshotlegal.com ↗

Elon Musk’s xAI has confirmed the acquisition of AI video generation startup Hotshot as of March 18, 2025.

Mergers & acquisitionsmedpagetoday.com ↗

Milestone Venture Partners, an early stage venture capital firm with a specialty in digital healthcare investments, reported that its portfolio company, MedPage Today (New York), was acquired by Everyday Health.

Leadership moveskibo.school ↗

Eric Rosado Returns as Chief Product Officer KIBO also announced the return of Eric Rosado as Chief Product Officer.

Leadership movesmagicedtech.com ↗

Magic EdTech, a pioneer in digital learning with the vision to enable 'Digital Learning for Everyone', announced the appointment of Runu Jain as Chief Human Resources Officer (CHRO).

Leadership movesgeneralassemb.ly ↗

Fast-casual pizza restaurant turned omnichannel consumer packaged goods company General Assembly Holdings Ltd. (GA Pizza) has hired Hormis Tharakan as chief operating officer.

Full recorded event mix

Top 7 categories among 36 recorded events in the 24-month window.

Leadership moves
14
Funding rounds
8
Mergers & acquisitions
6
New products
3
Buyback
2
Earnings
2
Fundraising
1
2 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

3 tracked people moves

Kibo ↗
Sachin Sharma

Appointment Chief Customer Officer

Kibo ↗
Eric Rosado

Appointment Chief Product Officer

Runu Jain

Appointment Chief Human Resources Officer

Product launches

Products, platforms and features in the recorded window

Classover ↗
Real‑Time AI Tutor

AI Tutor

Classover ↗
Classover Nexus

AI-powered support reasoning and autonomous workflow platform

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
ExecOnlineteam development firmAnnounced2026-04-19Not stated in snapshot
ExecOnlineteamraderie2026-04-18Not stated in snapshot
xaiHotshot ↗Announced2025-12-31Not stated in snapshot
DataCampoptimaAnnounced2025-11-11$15.0M
everyday healthMedPage Today ↗Completed2025-02-14Not stated in snapshot
KibomonetateCompleted2025-02-03Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

737 postings in the preceding 12 months. The full 1,317-posting snapshot covers 51 employers.

Expand panel +

Most advertised job titles

Nonclinical Writer88
Campus Ambassador51
Work From Home Teach English Online!36
Work From Home Online Esl Teacher!25
Senior Medical Writer (Remote)24
Digital Marketing Short Course17
2 internship postings

132 tracked postings mention remote work.

The seniority mix

406 postings specify a level.

unspecified
911
manager
186
senior
166
lead
37
intern
10
entry
7

Skills employers mention

Top skills across 1,317 tracked postings in the available jobs snapshot.

Hipaa
26
Infection Control
25
Python
25
Sql
17
Ai
14
Safety
14
Typescript
11
Equipment Maintenance
9
Safety Procedures
9
Incident Control
9
ADVERTISED PAY$75.0K/ year

Median across 50 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

261 founders and chief executives across 183 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

54 profiles with education records.

Harvard University
12
Columbia University
11
Harvard Business School
7
Yale University
3
Cornell University
3
Massachusetts Institute of Technology
2
Columbia Business School
2
Stanford Business School
2

Prior employers

14 profiles with prior-work records.

Google
6
McKinsey
2
Goldman Sachs
2
Bain
1
Amazon
1
Boston Consulting Group
1
Morgan Stanley
1

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

7,570 articles in the measured 12-month window.

Expand panel +
7,570articles in the measured year
2,192articles in 2026Q1
66.6%positive tone in the latest complete year

News volume trends

Online Learning coverage tagged New York City · articles per complete quarter

08011,6032,4043,2052021Q2: 1,4242021Q22021Q3: 1,6962021Q4: 1,3942022Q1: 1,7472022Q2: 1,5032022Q22022Q3: 1,3152022Q4: 1,3252023Q1: 1,5752023Q2: 1,7622023Q22023Q3: 1,6832023Q4: 1,5352024Q1: 2,3322024Q2: 1,8532024Q22024Q3: 1,5962024Q4: 1,5952025Q1: 2,0612025Q2: 1,4162025Q22025Q3: 2,7872025Q4: 1,5302026Q1: 2,1922026Q1
View quarterly article counts
QuarterArticles
2021Q21,424
2021Q31,696
2021Q41,394
2022Q11,747
2022Q21,503
2022Q31,315
2022Q41,325
2023Q11,575
2023Q21,762
2023Q31,683
2023Q41,535
2024Q12,332
2024Q21,853
2024Q31,596
2024Q41,595
2025Q12,061
2025Q21,416
2025Q32,787
2025Q41,530
2026Q12,192

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
2,836 positive · 29 neutral · 1,937 negative
2022
3,714 positive · 34 neutral · 2,130 negative
2023
4,454 positive · 36 neutral · 2,054 negative
2024
4,985 positive · 29 neutral · 2,351 negative
2025
5,182 positive · 58 neutral · 2,537 negative

Leading coverage topics

Online Learning coverage tagged New York City · ranked by full-period article count.

Extracurricular Activities And Clubs54,876 articles in the full recorded period
11,186 recent · 11,116 prior
Bullying Prevention And School Safety Measures44,118 articles in the full recorded period
9,344 recent · 7,306 prior
High School College Readiness Initiatives43,861 articles in the full recorded period
8,532 recent · 8,784 prior
Physical Education And Wellness Programs34,719 articles in the full recorded period
7,494 recent · 6,919 prior
Artificial Intelligence Advancements32,181 articles in the full recorded period
11,802 recent · 9,027 prior
Local School District Updates And Policies31,000 articles in the full recorded period
8,321 recent · 5,189 prior
Education System Changes And School Board Decisions27,330 articles in the full recorded period
6,759 recent · 4,672 prior
College Athletics News26,397 articles in the full recorded period
5,538 recent · 4,847 prior
School Violence And Campus Assaults25,871 articles in the full recorded period
5,196 recent · 4,265 prior
Student Leadership And Government Initiatives24,358 articles in the full recorded period
5,211 recent · 4,810 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

United States comparison coverage

KeywordRecentPriorChange
athletic programs2,1861,52743%
cloud infrastructure1,56796962%
school closures1,20783744%
recreational sports programs1,146374206%
ncaa updates1,10171654%
mass shooting93063746%
green data centers77251450%
educational apps k-1269747946%
new gadgets66345546%
performance-based assessments62538064%
youth basketball divisions525811-35%
school basketball programs509782-35%
youth basketball tournaments453715-37%
ymca basketball leagues390637-39%
christmas light shows316598-47%

Event and signal lenses

United States comparison coverage

All complete annual cohorts shown
Rising

Regulatory Risk

270,187 classified articles

ai regulation compliance, responsible ai, ai research

52.1% critical · 36.8% positive
Rising

Funding Momentum

113,016 classified articles

school funding battles, education reform, budget prioritization education

43.2% critical · 34.4% positive
Rising

Growth

67,105 classified articles

ai hardware, dc fast-charging deployment, ai research

48.4% critical · 49.5% positive

Online Learning coverage tagged New York City. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Online Learning research is working on

4,451 papers in the recorded india scope.

Expand panel +
4,451papers
53,436worldwide comparison pool
4,451India-affiliated papers

Research orientation

Promising
2,015
Problem-identifying
731
Descriptive
646
Breakthrough
487
Cautionary
382
Comparative
141
Critical
49

Contribution mix

Empirical
2,378
Methods-led
1,075
Reviews
650
Position pieces
291
Theoretical
57

Tone counts: 4,313 positive · 30 neutral · 108 negative.

Common problems researchers identify
780 papers · 17.5% of this field
  • Educational technology206 papers
  • Mathematics education91 papers
  • Higher education83 papers
  • Technology integration76 papers
  • Curriculum61 papers
  • Professional development58 papers
  • Learning analytics53 papers
  • Experiential learning48 papers

Landmark: Teacher Technology Change

Cautions
382 papers · 8.6% of this field
  • Educational technology95 papers
  • Mathematics education48 papers
  • Technology integration38 papers
  • Perception37 papers
  • Higher education34 papers
  • Curriculum32 papers
  • Transformative learning32 papers
  • Learning analytics28 papers

Landmark: Blended learning: the new normal and emerging technologies

Opportunities
2,502 papers · 56.2% of this field
  • Educational technology474 papers
  • Mathematics education239 papers
  • Learning analytics204 papers
  • Curriculum184 papers
  • Experiential learning176 papers
  • Analytics158 papers
  • Active learning130 papers
  • Transformative learning129 papers

Landmark: Technological Pedagogical Content Knowledge (TPACK)

Leading institutions

Brigham Young University
7,984
Michigan State University
7,902
Indiana University
4,417
Purdue University West Lafayette
4,279
Arizona State University
4,261
Iowa State University
3,488

Leading researchers

Punya Mishra
5,432
Matthew J. Koehler
4,589
Charles R. Graham
4,254
Peggy A. Ertmer
3,023
Anne Ottenbreit‐Leftwich
2,628
Richard E. Mayer
2,434
Ryan S. Baker
2,184
George Siemens
2,183

Highly cited breakthrough-labelled papers

  • What is Technological Pedagogical Content Knowledge (TPACK)?1,481 citations
  • A time‐based blended learning model442 citations
  • Seven Affordances of Computer-Supported Collaborative Learning: How to Support Collaborative Learning? How Can Technologies Help?438 citations
  • Artificial Intelligence-Enabled Intelligent Assistant for Personalized and Adaptive Learning in Higher Education388 citations
  • Personalized adaptive learning: an emerging pedagogical approach enabled by a smart learning environment376 citations

Common problems researchers identify

710 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Instructional Design / Educational TechnologyCommon problems researchers identify · 01

Instructional Design / Educational Technology

164 papers

23.1% of this theme group

Instructional design (19) · Educational technology (43) · Experiential learning (19) · Professional learning community (7)

Constructing a Design Framework and Pedagogical Approach for Adaptive Learning in Higher Education: A Practitioner's Perspective

The power of open: benefits, barriers, and strategies for integration of open educational resources

View research history
YearShare index
2022239.3
2023235.6
2024228.3
2025309.3
Technology Integration / Educational TechnologyCommon problems researchers identify · 02

Technology Integration / Educational Technology

159 papers

22.4% of this theme group

Technology integration (48) · Educational technology (73) · Information and Communications Technology (21) · Information technology (19)

Teachers’ Beliefs and Technology Practices

Creating Technology-Enhanced, Learner-Centered Classrooms

View research history
YearShare index
2022382.4
2023370.3
2024343.0
2025408.7
Distance Education / Online LearningCommon problems researchers identify · 03

Distance Education / Online Learning

130 papers

18.3% of this theme group

Distance education (25) · Online learning (29) · Blended learning (29) · Pandemic (15)

Foundations of online learning: Challenges and opportunities

Building student trust in online learning environments

View research history
YearShare index
2022283.9
2023209.3
2024146.1
2025139.8
Mathematics Education / Educational TechnologyCommon problems researchers identify · 04

Mathematics Education / Educational Technology

86 papers

12.1% of this theme group

Mathematics education (70) · Educational technology (49) · Technology integration (24) · Pedagogy (18)

The Teacher Technology Integration Experience: Practice and Reflection in the Classroom

Technological Pedagogical Content Knowledge in the Mathematics Classroom.

View research history
YearShare index
20221311.4
20231290.9
2024973.6
2025523.7
Applications Of Artificial Intelligence / Corporate GovernanceCommon problems researchers identify · 05

Applications Of Artificial Intelligence / Corporate Governance

78 papers

11.0% of this theme group

Applications of artificial intelligence (8) · Corporate governance (5) · Equity (7) · Adaptation (6)

Examining Teaching Competencies and Challenges While Integrating Artificial Intelligence in Higher Education

Artificial intelligence in higher education: Opportunities and concerns

View research history
YearShare index
202268.2
202374.2
202471.1
2025136.6
Learning Analytics / AnalyticsCommon problems researchers identify · 06

Learning Analytics / Analytics

60 papers

8.5% of this theme group

Learning analytics (49) · Analytics (44) · Big data (9) · Educational data mining (6)

Learning analytics and educational data mining

Learning analytics and higher education: a proposed model for establishing informed consent mechanisms to promote student privacy and autono

View research history
YearShare index
202289.8
202383.9
202463.2
202582.1
Generative Grammar / Generative ModelCommon problems researchers identify · 07

Generative Grammar / Generative Model

33 papers

4.6% of this theme group

Generative grammar (27) · Generative model (8) · Mediation (2) · Personalization (3)

Generative AI in Higher Education: Demographic Differences in Student Perceived Readiness, Benefits, and Challenges

From Generative AI to Extended Reality: Multidisciplinary Perspectives on the Challenges, Opportunities, and Future of Educational Computing

View research history
YearShare index
202262.5
202372.2
202473.9
2025136.2

Cautions

336 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Learning Analytics / Higher EducationCautions · 01

Learning Analytics / Higher Education

65 papers

19.3% of this theme group

Learning analytics (12) · Higher education (14) · Literacy (8) · Cognition (9)

Exploring the Potential Impact of Artificial Intelligence (AI) on International Students in Higher Education: Generative AI, Chatbots, Analy

Empowering Online Adult Educators: Integrating Artificial Intelligence for Enhanced Instructional Strategies

View research history
YearShare index
2022413.1
2023434.3
2024393.9
2025540.4
Mathematics Education / Educational TechnologyCautions · 02

Mathematics Education / Educational Technology

64 papers

19.0% of this theme group

Mathematics education (37) · Educational technology (32) · Blended learning (12) · Flipped classroom (6)

The effectiveness of e-learning: An explorative and integrative review of the definitions, methodologies and factors that promote e-Learning

A Longitudinal Look at Attitudes and Perceptions Related to the Integration of Mathematics, Science, and Technology Education

View research history
YearShare index
20221329.0
20231305.3
2024986.4
2025545.1
Test / AnalyticsCautions · 03

Test / Analytics

62 papers

18.5% of this theme group

Test (9) · Analytics (8) · Science education (8) · Affect (4)

A Global Classroom? Evaluating the Effectiveness of Global Virtual Collaboration as a Teaching Tool in Management Education

Assessment and Learning in Knowledge Spaces (ALEKS) Adaptive System Impact on Students’ Perception and Self-Regulated Learning Skills

View research history
YearShare index
202278.4
202380.1
202472.5
202584.5
Technology Integration / Digital TransformationCautions · 04

Technology Integration / Digital Transformation

53 papers

15.8% of this theme group

Technology integration (18) · Digital transformation (7) · Educational technology (22) · Technology education (5)

Educational Technology: A Review of the Integration, Resources, and Effectiveness of Technology in K-12 Classrooms

Professional Development for International Teachers: Examining TPACK and Technology Integration Decision Making

View research history
YearShare index
2022238.7
2023244.2
2024252.7
2025353.5
Asynchronous Communication / Online LearningCautions · 05

Asynchronous Communication / Online Learning

36 papers

10.7% of this theme group

Asynchronous communication (7) · Online learning (9) · Perception (12) · Pandemic (5)

Students’ perception of online learning during the COVID-19 pandemic

Student and faculty perceptions of the quality of online learning experiences

View research history
YearShare index
20222176.6
20232109.3
20241983.4
20252118.9
Intelligent Tutoring System / Game Based LearningCautions · 06

Intelligent Tutoring System / Game Based Learning

30 papers

8.9% of this theme group

Intelligent tutoring system (6) · Game based learning (3) · Computer-Assisted Instruction (4) · Narrative (3)

Motivation and performance in a game-based intelligent tutoring system.

The Use of Computer Tools to Support Meaningful Learning

View research history
YearShare index
20225.3
20237.3
20248.8
202510.7
Generative Grammar / Generative ModelCautions · 07

Generative Grammar / Generative Model

26 papers

7.7% of this theme group

Generative grammar (25) · Generative model (9) · Personalized learning (3) · Grading (2)

Pedagogical Applications of Generative AI in Higher Education: A Systematic Review of the Field

Generative AI in Art Education: A Systematic Review of Research Trends, Tool Applications, and Outcomes (2019–2025)

View research history
YearShare index
202214.5
202328.1
202445.7
2025100.7

Opportunities

2,228 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Experiential Learning / Active LearningOpportunities · 01

Experiential Learning / Active Learning

622 papers

27.9% of this theme group

Experiential learning (91) · Active learning (68) · Blended learning (60) · Higher education (56)

Using an adaptive learning tool to improve student performance and satisfaction in online and face-to-face education for a more personalized

Enhancing Student Learning through LCC’s Active Learning Framework: A Pedagogical Approach for Adult or Widening Access Mature Students.

View research history
YearShare index
2022183.6
2023173.9
2024157.2
2025223.8
Generative Grammar / Generative ModelOpportunities · 02

Generative Grammar / Generative Model

324 papers

14.5% of this theme group

Generative grammar (77) · Generative model (21) · Transformative learning (45) · Personalized learning (35)

AI IN EDUCATION: PIONEERING NEW APPROACHES TO LEARNING AND TEACHING

Generative Artificial Intelligence in <scp>STEM</scp> Education: A Review of Applications, Benefits and Challenges

View research history
YearShare index
202237.5
202361.5
202495.7
2025193.7
Mathematics Education / Educational TechnologyOpportunities · 03

Mathematics Education / Educational Technology

304 papers

13.6% of this theme group

Mathematics education (185) · Educational technology (132) · Science education (50) · Pedagogy (25)

A Study of Educational Simulations Part 1 - Engagement and Learning

An applied model of learner engagement and strategies for increasing learner engagement in the modern educational environment

View research history
YearShare index
20221323.2
20231302.1
2024983.6
2025534.7
Technology Integration / Educational TechnologyOpportunities · 04

Technology Integration / Educational Technology

292 papers

13.1% of this theme group

Technology integration (78) · Educational technology (145) · Information and Communications Technology (20) · Technology acceptance model (12)

Understanding the Influence of Perceived Usability and Technology Self-Efficacy on Teachers’ Technology Acceptance

Preparing to Teach Mathematics With Technology: An Integrated Approach to Developing Technological Pedagogical Content Knowledge

View research history
YearShare index
2022382.4
2023370.3
2024343.0
2025408.7
Reinforcement Learning / Adaptive LearningOpportunities · 05

Reinforcement Learning / Adaptive Learning

254 papers

11.4% of this theme group

Reinforcement learning (61) · Adaptive learning (75) · Robustness (20) · Stability (16)

Development of Intelligent, Adaptive, and Dynamic Systems Via the Investigation of Novel Machine Learning Algorithms

Leveraging Machine Learning and NLP for Adaptive Education Systems: A Personalized Approach for Children

View research history
YearShare index
202218.1
202320.7
202416.8
202535.9
Learning Analytics / AnalyticsOpportunities · 06

Learning Analytics / Analytics

238 papers

10.7% of this theme group

Learning analytics (170) · Analytics (135) · Data analysis (17) · Predictive analytics (21)

Predicting Student Performance Using Personalized Analytics

Integrating AI and Learning Analytics for Data-Driven Pedagogical Decisions and Personalized Interventions in Education

View research history
YearShare index
202289.8
202390.4
202478.4
202578.1
Virtual Reality / Instructional SimulationOpportunities · 07

Virtual Reality / Instructional Simulation

194 papers

8.7% of this theme group

Virtual reality (56) · Instructional simulation (15) · Augmented reality (23) · Virtual learning environment (14)

AUGMENTED AND VIRTUAL REALITY IN U.S. EDUCATION: A REVIEW: ANALYZING THE IMPACT, EFFECTIVENESS, AND FUTURE PROSPECTS OF AR/VR TOOLS IN ENHAN

Designing for Successful Educational Experiences in Virtual Reality Environments

View research history
YearShare index
202289.7
202394.9
202487.8
202597.1

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Promising45.3%37.4%
Problem-identifying16.4%9.9%
Descriptive14.5%17.4%
Breakthrough10.9%26.2%
Cautionary8.6%4.4%
Comparative3.2%3.8%
Critical1.1%0.8%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceEthical and privacy principles for learning analytics260.65%14 (53.8%)0.24%
Safety & misuseAddressing media and information literacy in engineering design education: Learning to design technologies in the era of50.13%2 (40.0%)0.1%
Bias & fairness“This Kind of Technology Can… Treat Students Like Threats”: Black Youth Experiences, Reflections, and Articulations of D40.1%2 (50.0%)0.05%
Concentration of compute powerDemocratizing AI Education: The freeCodeCamp Open-Source Learning Ecosystem and Its Global Impact on Technology Accessib20.05%0 (0.0%)0.02%
Labour & data workHarnessing Experiential Learning to Prepare for the Future of Work10.03%0 (0.0%)0.01%
Energy & datacenter footprint00.0%0 (%)0.01%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%0 (%)0.0%

Institution and researcher rankings use citations to their covered work. Research scope: United States. This may be broader than the company geography.

DEMAND, SUPPLY & PLACE

Where demand signals run ahead of mapped supply — New York City

Compare demand signals in New York City’s newsflow with the online learning categories mapped to each signal.

Expand panel +
HOW TO READ THE GAP

Signal percentile − supply percentile = gap in percentile points. Positive gaps highlight questions to investigate. A high signal can reflect spending pressure or access friction, as well as potential demand.

The comparison is relative to the signal families on this page. A supply percentile of zero means the lowest relative reading, not zero companies. It is a prioritisation clue, not measured market size or unmet demand.

COMPARISON PERIOD2025-05-01 to 2026-05-01Against 2024-05-01 to 2025-05-01Explore the signals ↓

The opportunity, in one view

Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.

Swipe horizontally to compare all columns →

5 New York City demand signals compared with mapped online learning supply
Signal familySignal percentileSupply percentileRelative gapGap (points)Signal share vs prior year
Tech workforce shifts ↗Spending Pressure75.033.3+41.7+22.5%
Curriculum & schools ↗Demand Driver12.50.0+12.5+12.3%
Layoffs & income shocks ↗Spending Pressure62.566.7-4.2+20.6%
Education costs & student debt ↗Spending Pressure75.0100.0-25.0+48.6%
Data & privacy regulation ↗Compliance Pressure25.0No matching category+21.3%

Showing all 5 signals. Select a family for its history and mapped categories.

Where the signals are loudest

All 12 city readings for these demand families in the comparison geography. New York City is highlighted.

Mentions per 10,000 articles

Each city’s reading is a share of its own coverage. Rows cover all of the United States for this page's signal families; New York City is marked.

Seattle194.0

Layoffs & income shocks · Tech workforce shifts · Education costs & student debt

St. Louis136.9

Layoffs & income shocks · Tech workforce shifts · Education costs & student debt

Minneapolis124.0

Tech workforce shifts · Layoffs & income shocks · Curriculum & schools

Detroit100.3

Layoffs & income shocks · Tech workforce shifts · Education costs & student debt

Austin95.9

Layoffs & income shocks · Tech workforce shifts · Education costs & student debt

San Francisco90.7

Tech workforce shifts · Layoffs & income shocks · Data & privacy regulation

Newark80.6

Tech workforce shifts · Layoffs & income shocks · Education costs & student debt

San Diego75.3

Layoffs & income shocks · Tech workforce shifts · Education costs & student debt

Portland74.8

Layoffs & income shocks · Tech workforce shifts · Curriculum & schools

New York City49.8

Layoffs & income shocks · Tech workforce shifts · Education costs & student debt

Atlanta74.0

Layoffs & income shocks · Tech workforce shifts · Education costs & student debt

Orlando70.1

Layoffs & income shocks · Tech workforce shifts · Education costs & student debt

Inside the leading signals

Open any signal for its quarterly history
SPENDING PRESSURETech workforce shifts+41.7percentile-point gap
THE OPERATING HYPOTHESIS

Hiring, visa and layoff cycles can resize teams — per-seat budgets tend to follow.

14.41mentions per 10,000 articles+22.5%share change vs prior year

Mapped online learning categories

  • Vocational Training110
  • Future Of Work74
  • Hr Saas54

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

071420272024Q3: 72024Q32024Q4: 152024Q42025Q1: 152025Q12025Q2: 82025Q22025Q3: 122025Q32025Q4: 232025Q42026Q1: 122026Q1
View quarterly signal counts
Tech workforce shifts in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q3567.04
2024Q412715.32
2025Q115115.07
2025Q2778.83
2025Q331212.67
2025Q419623.52
2026Q111512.94

Where this signal concentrates in the comparison geography

Seattle91.8 / 10,000
Minneapolis68.4 / 10,000
St. Louis50.7 / 10,000
DEMAND DRIVERCurriculum & schools+12.5percentile-point gap
THE OPERATING HYPOTHESIS

Curriculum change can pull classroom content and tooling demand behind it.

3.96mentions per 10,000 articles+12.3%share change vs prior year

Mapped online learning categories

  • Activity Based Learning45

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

012452024Q3: 42024Q32024Q4: 22024Q42025Q1: 32025Q12025Q2: 32025Q22025Q3: 32025Q32025Q4: 32025Q42026Q1: 42026Q1
View quarterly signal counts
Curriculum & schools in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q3344.28
2024Q4212.53
2025Q1313.09
2025Q2333.79
2025Q3923.73
2025Q4263.12
2026Q1374.16

Where this signal concentrates in the comparison geography

Austin13.9 / 10,000
Phoenix9.9 / 10,000
San Diego8.5 / 10,000
SPENDING PRESSURELayoffs & income shocks-4.2percentile-point gap
THE OPERATING HYPOTHESIS

Layoff cycles can pull discretionary spend back toward value offerings.

20.88mentions per 10,000 articles+20.6%share change vs prior year

Mapped online learning categories

  • Online Courses255
  • Vocational Training110

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

0102029392024Q3: 152024Q32024Q4: 192024Q42025Q1: 192025Q12025Q2: 142025Q22025Q3: 162025Q32025Q4: 332025Q42026Q1: 202026Q1
View quarterly signal counts
Layoffs & income shocks in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q312315.47
2024Q416319.67
2025Q119719.66
2025Q212614.45
2025Q339416.0
2025Q428333.97
2026Q117920.14

Where this signal concentrates in the comparison geography

Seattle97.5 / 10,000
St. Louis66.7 / 10,000
Minneapolis47.4 / 10,000
SPENDING PRESSUREEducation costs & student debt-25.0percentile-point gap
THE OPERATING HYPOTHESIS

Cost pressure can pull demand toward affordable and financed learning paths.

9.16mentions per 10,000 articles+48.6%share change vs prior year

Mapped online learning categories

  • Edtech470
  • Online Courses255

Companies can appear in multiple categories; these counts are not a unique-company total.

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

051015202024Q3: 72024Q32024Q4: 22024Q42025Q1: 52025Q12025Q2: 172025Q22025Q3: 82025Q32025Q4: 102025Q42026Q1: 72026Q1
View quarterly signal counts
Education costs & student debt in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q3587.3
2024Q4202.41
2025Q1515.09
2025Q215017.21
2025Q32038.24
2025Q49110.92
2026Q1637.09

Where this signal concentrates in the comparison geography

Austin25.7 / 10,000
Phoenix18.6 / 10,000
Chicago18.2 / 10,000
COMPLIANCE PRESSUREData & privacy regulationsupply not mapped
THE OPERATING HYPOTHESIS

Privacy rules can land as engineering requirements — consent, data handling and audit tooling follow.

1.7mentions per 10,000 articles+21.3%share change vs prior year

Mapped online learning categories

This signal has no matching category in the page’s online learning market map, so no supply percentile or gap is assigned.

Quarterly share of New York City coverage

Mentions per 10,000 articles · zero baseline

012232024Q3: 02024Q32024Q4: 12024Q42025Q1: 22025Q12025Q2: 02025Q22025Q3: 12025Q32025Q4: 02025Q42026Q1: 22026Q1
View quarterly signal counts
Data & privacy regulation in New York City coverage
QuarterMentionsPer 10,000 articles
2024Q360.75
2024Q4121.45
2025Q1282.79
2025Q240.46
2025Q3491.99
2025Q480.96
2026Q1212.36

Where this signal concentrates in the comparison geography

San Francisco7.5 / 10,000
Dallas4.0 / 10,000
RESEARCH & CHANGING CONVERSATIONS

Related research and changing coverage

New York City online learning coverage

Expand panel +
RESEARCH CONTEXT · 2018

Using Instructional Design, Analyze, Design, Develop, Implement, and Evaluate, to Develop e-Learning Modules to Disseminate Supported Employment for Community Behavioral Health Treatment Programs in New York State

Frontiers in Public Health

104 citations in the snapshot

RESEARCH CONTEXT · 2021

Examining Incidents of Sexual Misconduct Reported to Title IX Coordinators: Results from New York’s Institutions of Higher Education

Journal of School Violence

30 citations in the snapshot

RESEARCH CONTEXT · 2019

Impact of Group Asthma Education on Asthma Control and Emergency Room Visits in an Underserved New York Community

Canadian Respiratory Journal

29 citations in the snapshot

RESEARCH CONTEXT · 2019

Making moral migrants? Exploring the educational aspirations of Black African and Caribbean boys in a New York City public school

International Studies in Sociology of Education

24 citations in the snapshot

What is growing in this coverage

New York City coverage of this page's demand families

KeywordRecent articlesPrior articlesShare change
loan consolidation repayment622854.4%
college fees1026214.7%
tuition rates744514.6%
federal teacher forgiveness422612.6%
educational costs58393.7%
student loans5337-0.1%

Share changes describe coverage in the stated comparison periods, not search demand or market size.

UNDERSTAND THE LANDSCAPE

Online Learning in New York City: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

Company ecosystem snapshot: 2 September 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
Coming soon