Industry landscapes
The companies, capital and talent shaping education in the United States. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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 ↗
Recently founded means a recorded 2023–2026 founding year and no recorded parent, acquirer or public-company status. These companies are not labelled startups without that separate classification.
Explore classified startups in Radar ↗A few useful ratios bring the size of this ecosystem into perspective.
3,698 of 30,162 tracked companies have open roles.
2,457 of 30,162 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 4,225 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 14.8% of disclosed capital, while 91.9% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $733.58M | 613 | 107 |
| 2017 | $567.84M | 656 | 109 |
| 2018 | $1.73B | 710 | 98 |
| 2019 | $362.62M | 677 | 104 |
| 2020 | $350.87M | 713 | 108 |
| 2021 | $1.73B | 627 | 115 |
| 2022 | $354.91M | 573 | 134 |
| 2023 | $270.95M | 457 | 122 |
| 2024 | $506.57M | 69 | 104 |
| 2025 | $7.57B | 26 | 655 |
Share of all disclosed company funding.
4,521 recorded rounds since 2016
Recorded participation in education company rounds since 2016.
Backed by .
Backed by Imaginary and Creades and others.
Backed by .
Backed by .
Backed by Princeton Equity Group.
Backed by Halogen Ventures.
Backed by Addition Therapeutics.
Backed by .
Backed by The Abraaj Group.
Backed by Spectrum Equity and The Rise Fund.
Backed by IFC Asset Management Company.
Backed by Addition Therapeutics.
Backed by Imaginary and Creades and others.
Backed by Founders Fund and Andreessen Horowitz and others.
Backed by LLR Partners and Liberty Partners.
Backed by TAL Education Group and Zhen Fund and others.
Backed by ByteDance and TAL Education Group and others.
Participating investors were not recorded in this snapshot.
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.
FY2025 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 12 reporting entities from 18 eligible matches.
Sum of reporting-entity revenue; not the United States market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
9 of 12 covered entities.
Share of covered revenue from the five largest entities.
Reported cohort totals by year; coverage is stated for every period.
Bar height shows revenue. Changes in coverage can affect totals.
FY2025 · 12 reporting entities
Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| Stride ↗1157408 | $2,405.3m | $287.9m | +12.0% | — | — |
| Laureate ↗912766 | $1,701.9m | $281.6m | +16.5% | — | — |
| Scholastic ↗866729 | $1,625.5m | $-1.9m | -0.1% | — | — |
| Barnes & Noble Education ↗1634117 | $1,463.2m | $-65.8m | -4.5% | — | — |
| Strategic Education ↗1013934 | $1,268.2m | $126.6m | +10.0% | — | — |
| GCU ↗1434588 | $1,106.1m | $216.2m | +19.5% | — | — |
| Wiley Education Services ↗107140 | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar |
| Perdoceo Education ↗1046568 | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar |
Explore full company accounts and filings.
Choose “View accounts” to inspect an available company preview.
Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.
| Industry | Covered / eligible | Revenue total | Median revenue | Net profit / loss | Aggregate margin | Profitable share | Overlap |
|---|
Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.
Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.
The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.
Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.
How the the United States companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
546 of the 30,170 companies on this page carry a measured traffic record (1.8%); these are the largest of those, by monthly visits. The median among them is 306,248 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| MITmit.edu | 39,142,873 | 90 | 32.4% |
| Harvard Universityharvard.edu | 34,739,077 | 94 | 36.8% |
| Wiley Education Serviceswiley.com | 34,504,454 | 83 | 19.7% |
| City University New Yorkcuny.edu | 19,761,512 | 75 | 41.8% |
| Cornell Universitycornell.edu | 17,975,335 | 89 | 44% |
| Stanford Universitystanford.edu | 16,943,175 | 84 | 34.8% |
| freeCodeCampfreecodecamp.org | 12,066,957 | 71 | 43.8% |
| Johns Hopkins Medicinehopkinsmedicine.org | 10,738,243 | 89 | 62.5% |
| National Geographicnationalgeographic.com | 9,999,178 | 85 | 58.9% |
| University of Californiaucla.edu | 9,214,118 | 75 | 32.1% |
Visits and authority are third-party web estimates, not company-reported figures.
1,100 of these companies (3.6%) publish at least one Android app — 2,008 apps in all, carrying 85.6M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| WATCH ITwatchit.com | 15.6M | 4.4 | Entertainment |
| MIT AI2 CompanionMIT | 9.7M | 3.1 | Education |
| HISTORY: Shows & DocumentariesHISTORY | 7.2M | 4.1 | Entertainment |
| BirdNETCornell University | 6.3M | 4 | Education |
| Ultimate Notes & Tasks w/ SyncPixatel | 6.2M | 4 | Productivity |
| ScratchMIT | 3.7M | 4.1 | Education |
| WBS LiteWorld Bible School | 2.3M | 4.5 | Education |
| Win the White HouseICivics | 1.7M | 3.3 | Educational |
| MyShake Earthquake AlertsThe University of California | 1.5M | 3.8 | Weather |
| CCSE Nacionalidad EspañolaCervantes | 1.1M | 4.4 | Education |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Higher Education Institutions | 1,146 | 31.2M | MIT AI2 Companion 9.7M | |
| Continuing Education Centres | 204 | 21M | WATCH IT 15.6M | |
| Educational Support Services | 288 | 8.9M | Ultimate Notes & Tasks w\/ Sync 6.2M | |
| Edutainment | 10 | 8.8M | HISTORY: Shows & Documentaries 7.2M | |
| Tv Networks | 3 | 8.7M | Animal Planet GO 822.3K | |
| Educational Supplies | 49 | 4.8M | Win the White House 1.7M | |
| K-12 Schools | 105 | 3.5M | WBS Lite 2.3M | |
| Academic Tutoring | 32 | 1.9M | Schoolovo 734K |
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.
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.
Darker bars are new releases, lighter bars apps updated. 1,967 of 2,008 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
20 companies hiring · $587.35M disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
LakeShore Biopharma Co., Ltd announced Monday that it has entered into an amended merger agreement with Oceanpine Skyline Inc. and its subsidiary to take the company private, slashing the per-share consideration to $0.066 from the original $0.90.
Engage2learn, which provides instructional leadership for public school districts, has acquired Education Elements, a provider of K12 leadership development.
Stephens Consulting LLC acquired a new stake in Qnity Electronics during the 4th quarter valued at $30,000.
ATMIA has completed its merger with ePayResrouces, a payments education and compliance group.
ACP originally acquired Counsel Press in October 2023 and subsequently rebranded the business as Proceed following the completion of 12 add-on acquisitions.
Hamilton AI Inc has raised $7.5 million in a seed funding round to advance its AI-powered execution platform for private aviation operators.
Stockholm-based Nordic Knots , a design-focused e-commerce brand specialising in rugs and home textiles, has raised around €86 million ($100 million) in new funding to support its global expansion.
American Public Education, Inc. (the "Company") today announced that it has completed a comprehensive refinancing and entered into a new five-year, $130.0 million senior secured credit facility consisting of a $90.0 million senior secured term loan and a $40.0 million senior secured revolving credit facility (the "New Facility").
autism therapy companies AnswersNow and Positive Development announced $40 million and $45 million in funding, respectively.
Reliance Intelligence Ltd, a Reliance group company, invested INR 596.6 crore for a 70% stake.
Top 10 categories among 897 recorded events in the 24-month window.
9 companies with recorded IPO activity
IPO · NASDAQ1 reports
IPO · NYSE7 reports
Follow-on Offering · American Stock Exchange4 reports
IPO · Nasdaq3 reports
IPO · Nasdaq SmallCap1 reports
IPO · Dalal Street14 reports
IPO · New York Stock Exchange2 reports
IPO · New York Stock Exchange3 reports
68 tracked people moves
Appointment President
Appointment Founding Chief Executive Officer
Appointment Vice-Chancellor
Appointment Vice‑President of BES Canada
Promotion Vice‑President of Technical Excellence for BES across North America
Appointment Executive Director, South Asia, TOEFL & GRE
Appointment Director, Marketing, South Asia, TOEFL & GRE
Appointment Chief Operating Officer
Products, platforms and features in the recorded window
Platform
Training Program
Assessment tool
Grant program
Production software platform
AI pricing pilot
14 recorded customer wins
Customer: harbor group international
Customer: air indiaAviation
Customer: bae systems australia
Customer:
Customer: ACE and Sun \'n FunEducation
Customer: National Geospatial-Intelligence AgencyGovernment
11 companies with reported reductions
650 rolescost reduction
175 rolescost reduction
60 roles
2,000 rolesgrant cuts
180 rolesgovernment subsidy cut
15.0% rolesgovernment downsizing
11 recorded events
approved higher base ratesKentucky Public Service Commission
awarded construction permitU.S. Nuclear Regulatory Commission (NRC)
pending regulatory approvalGerman Federal Cartel Office
ongoing investigationSecurity and Exchange Commission
44 tracked suits
Shareholder proposal regulationRegulatory ·
shareholder rights and corporate accountabilityRegulatory · Filed
Reported company results in the recorded window.
Median across 183 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Oceanpine Merger Sub Inc.→Lakeshore ↗ | Announced | 2026-04-29 | $2.7M |
| marico→Cosmix ↗ | Announced | 2026-04-21 | Not stated in snapshot |
| engage2learn→education elements | Announced | 2026-04-17 | Not stated in snapshot |
| Stephens Consulting→Qnity Electronics, Inc. | 2026-04-12 | $30.0K | |
| ePayResources→atmia | Completed | 2026-04-07 | Not stated in snapshot |
| ACP→counsel press | Completed | 2026-04-01 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
107,250 postings in the preceding 12 months. The full 189,264-posting snapshot covers 3,707 employers.
1,145 tracked postings mention remote work.
35,799 postings specify a level.
Top skills across 189,264 tracked postings in the available jobs snapshot.
Median across 14,516 postings with pay data, expressed in USD.
Advertised posting medians do not describe all employees or roles.
| Company | Employees |
|---|---|
| KinderCare Learning ↗ | 200,000 |
| Johns Hopkins Medicine ↗ | 60,000 |
| Penn State University ↗ | 54,955 |
| The Ohio State University ↗ | 53,787 |
| Arizona State University ↗ | 53,441 |
| USC ↗ | 43,840 |
| Rutgers ↗ | 40,737 |
| Chicago Public Schools ↗ | 34,550 |
2,450 founders and chief executives across 2,180 companies.
Laureate Education, ex-Laureate International Universities, ex-Eos Airlines, The University of Chicago Booth School of Business, 2001
Ex-The Princeton Review, Tutor.com, Kaplan, Goldman, Sachs. Georgetown University BS 1998, Harvard Business School MBA 2005
Ex-Walmart, The Hershey Company, Frito-Lay. University of Utah BA 1988, University of Pennsylvania EdD 2022
Prometric, ex-Achieve3000, ex-National Dropout Prevention Center, Columbia Business School, 1993
Stride, ex-Match, ex-Dow Jones, London Business School
Blue Cross Blue Shield Association, ex-CEO & Managing Director Illinois Ventures, Illinois Emerging Technologies Fund…
Ex-Alvarez & Marsal. The Ohio State University BS
CEO Central Oahu School District, The School District of Philadelphia, Cherry Creek School District, Ann Arbor Public Schools.
Ex-CEO National Heritage Academies, Westwater, PNC. Hope College BA 1994
University Of Idaho, ex-Shasta College, ex-Central Washington University, Shasta College, 2022
MD Bakar Labs, ex-Spencer Stuart, Heidrick & Struggles, Avigen. University of Chicago BA 1977, University of California PhD 1982
Ex-Anomaly, Wieden + Kennedy NYC, Wieden+Kennedy London
286 profiles with education records.
41 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
1,733,527 articles in the measured 12-month window.
Education coverage across United States · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 285,593 |
| 2021Q3 | 303,344 |
| 2021Q4 | 267,601 |
| 2022Q1 | 324,130 |
| 2022Q2 | 300,671 |
| 2022Q3 | 284,777 |
| 2022Q4 | 316,535 |
| 2023Q1 | 333,254 |
| 2023Q2 | 339,412 |
| 2023Q3 | 316,615 |
| 2023Q4 | 324,668 |
| 2024Q1 | 375,987 |
| 2024Q2 | 360,400 |
| 2024Q3 | 363,220 |
| 2024Q4 | 382,027 |
| 2025Q1 | 563,896 |
| 2025Q2 | 410,542 |
| 2025Q3 | 790,930 |
| 2025Q4 | 292,427 |
| 2026Q1 | 376,339 |
Article volume measures coverage, not market sales.
1,106 recorded company events across 177 companies; percentages use that event total.
Education coverage across United States · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Education coverage across United States
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| national security strategy | 6,806 | 3,190 | 113% |
| stablecoin fx impact | 4,196 | 2,200 | 91% |
| mass shooting | 3,327 | 1,838 | 81% |
| multiple victim shooting | 3,319 | 2,136 | 55% |
| investment deal | 2,831 | 1,673 | 69% |
| ncaa transfer rules | 2,818 | 1,839 | 53% |
| oil price volatility | 2,682 | 1,003 | 167% |
| aerial bombardments | 2,426 | 1,433 | 69% |
| ncaa legislation | 2,336 | 1,219 | 92% |
| vaccine candidates | 2,325 | 822 | 183% |
| tariff negotiations | 13,229 | 20,080 | -34% |
| trade enforcement | 2,077 | 3,164 | -34% |
| ncaa women\'s basketball | 1,342 | 2,980 | -55% |
| olympic team selections | 1,348 | 2,783 | -52% |
| economic slowdown | 1,610 | 2,654 | -39% |
Education coverage across United States
tariff negotiations, college playoffs, vaccine mandate compliance
51.3% critical · 28.4% positiveschool funding battles, higher education funding, education reform
42.1% critical · 37.0% positiveearnings report, gdp growth rate, gdp acceleration
38.2% critical · 42.4% positiveEducation coverage across United States. Topic labels describe recorded classifications and can include broad context.
4,451 papers in the recorded india scope.
Tone counts: 4,313 positive · 30 neutral · 108 negative.
Landmark: Teacher Technology Change
Landmark: Blended learning: the new normal and emerging technologies
Landmark: Technological Pedagogical Content Knowledge (TPACK)
Common problems researchers identify · 0123.1% 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
| Year | Share index |
|---|---|
| 2022 | 240.5 |
| 2023 | 237.3 |
| 2024 | 232.9 |
| 2025 | 313.8 |
Common problems researchers identify · 0222.4% 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
| Year | Share index |
|---|---|
| 2022 | 367.5 |
| 2023 | 353.9 |
| 2024 | 332.5 |
| 2025 | 396.4 |
Common problems researchers identify · 0318.3% 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
| Year | Share index |
|---|---|
| 2022 | 300.5 |
| 2023 | 219.9 |
| 2024 | 154.0 |
| 2025 | 144.3 |
Common problems researchers identify · 0412.1% 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.
| Year | Share index |
|---|---|
| 2022 | 1376.5 |
| 2023 | 1357.4 |
| 2024 | 1086.4 |
| 2025 | 586.0 |
Common problems researchers identify · 0511.0% 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
| Year | Share index |
|---|---|
| 2022 | 77.1 |
| 2023 | 84.5 |
| 2024 | 81.7 |
| 2025 | 156.1 |
Common problems researchers identify · 068.5% 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
| Year | Share index |
|---|---|
| 2022 | 89.4 |
| 2023 | 84.4 |
| 2024 | 64.9 |
| 2025 | 85.9 |
Common problems researchers identify · 074.6% 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
| Year | Share index |
|---|---|
| 2022 | 60.4 |
| 2023 | 71.9 |
| 2024 | 79.6 |
| 2025 | 147.9 |
Cautions · 0119.3% 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
| Year | Share index |
|---|---|
| 2022 | 1109.1 |
| 2023 | 1144.1 |
| 2024 | 1163.8 |
| 2025 | 1236.7 |
Cautions · 0219.0% 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
| Year | Share index |
|---|---|
| 2022 | 1392.6 |
| 2023 | 1370.5 |
| 2024 | 1096.9 |
| 2025 | 603.6 |
Cautions · 0318.5% 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
| Year | Share index |
|---|---|
| 2022 | 81.1 |
| 2023 | 83.2 |
| 2024 | 73.8 |
| 2025 | 86.5 |
Cautions · 0415.8% 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
| Year | Share index |
|---|---|
| 2022 | 240.7 |
| 2023 | 246.4 |
| 2024 | 258.3 |
| 2025 | 363.3 |
Cautions · 0510.7% 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
| Year | Share index |
|---|---|
| 2022 | 2042.4 |
| 2023 | 1970.4 |
| 2024 | 1834.5 |
| 2025 | 1974.7 |
Cautions · 068.9% 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
| Year | Share index |
|---|---|
| 2022 | 5.2 |
| 2023 | 7.2 |
| 2024 | 8.9 |
| 2025 | 10.7 |
Cautions · 077.7% 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)
| Year | Share index |
|---|---|
| 2022 | 13.8 |
| 2023 | 28.7 |
| 2024 | 52.8 |
| 2025 | 113.4 |
Opportunities · 0127.9% 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.
| Year | Share index |
|---|---|
| 2022 | 176.8 |
| 2023 | 169.7 |
| 2024 | 151.7 |
| 2025 | 217.5 |
Opportunities · 0214.5% 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
| Year | Share index |
|---|---|
| 2022 | 40.6 |
| 2023 | 67.7 |
| 2024 | 108.0 |
| 2025 | 217.6 |
Opportunities · 0313.6% 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
| Year | Share index |
|---|---|
| 2022 | 1390.4 |
| 2023 | 1371.3 |
| 2024 | 1097.8 |
| 2025 | 597.4 |
Opportunities · 0413.1% 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
| Year | Share index |
|---|---|
| 2022 | 367.5 |
| 2023 | 353.9 |
| 2024 | 332.5 |
| 2025 | 396.4 |
Opportunities · 0511.4% 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
| Year | Share index |
|---|---|
| 2022 | 17.3 |
| 2023 | 19.7 |
| 2024 | 16.2 |
| 2025 | 35.6 |
Opportunities · 0610.7% 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
| Year | Share index |
|---|---|
| 2022 | 89.4 |
| 2023 | 90.0 |
| 2024 | 78.9 |
| 2025 | 81.3 |
Opportunities · 078.7% 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
| Year | Share index |
|---|---|
| 2022 | 86.6 |
| 2023 | 92.3 |
| 2024 | 87.1 |
| 2025 | 94.9 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 45.3% | 36.4% |
| Problem-identifying | 16.4% | 9.7% |
| Descriptive | 14.5% | 17.8% |
| Breakthrough | 10.9% | 27.0% |
| Cautionary | 8.6% | 4.5% |
| Comparative | 3.2% | 3.8% |
| Critical | 1.1% | 0.9% |
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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceEthical and privacy principles for learning analytics | 26 | 0.65% | 14 (53.8%) | 0.24% |
| Safety & misuseAddressing media and information literacy in engineering design education: Learning to design technologies in the era of | 6 | 0.15% | 2 (33.3%) | 0.11% |
| Bias & fairness“This Kind of Technology Can… Treat Students Like Threats”: Black Youth Experiences, Reflections, and Articulations of D | 4 | 0.1% | 2 (50.0%) | 0.06% |
| Concentration of compute powerDemocratizing AI Education: The freeCodeCamp Open-Source Learning Ecosystem and Its Global Impact on Technology Accessib | 2 | 0.05% | 0 (0.0%) | 0.02% |
| Labour & data workHarnessing Experiential Learning to Prepare for the Future of Work | 1 | 0.03% | 0 (0.0%) | 0.01% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.01% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Hardware, e-waste & supply chain | 0 | 0.0% | 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.
Compare demand signals in the United States’s newsflow with the education categories mapped to each signal.
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.
Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.
Swipe horizontally to compare all columns →
| Signal family | Signal percentile | Supply percentile | Relative gap | Gap (points) | Signal share vs prior year |
|---|---|---|---|---|---|
| Tech workforce shifts ↗Spending Pressure | 92.9 | 7.1 | +85.8 | +78.1% | |
| Skills & vocational training ↗Demand Driver | 42.9 | 7.1 | +35.8 | +66.0% | |
| Layoffs & income shocks ↗Spending Pressure | 78.6 | 71.4 | +7.2 | +57.7% | |
| Curriculum & schools ↗Demand Driver | 35.7 | 35.7 | +0.0 | +54.7% | |
| Data & privacy regulation ↗Compliance Pressure | 35.7 | 35.7 | +0.0 | +55.4% | |
| Education costs & student debt ↗Spending Pressure | 71.4 | 92.9 | -21.5 | +59.0% | |
| Exams & admissions ↗Demand Driver | 7.1 | 57.1 | -50.0 | +23.2% | |
| Online learning ↗Channel Shift | 35.7 | 92.9 | -57.2 | +56.0% |
Showing all 8 signals. Select a family for its history and mapped categories.
All 12 city readings for these demand families in the comparison geography. the United States is highlighted.
Each city’s reading is a share of its own coverage.
Education costs & student debt · Online learning · Curriculum & schools
Layoffs & income shocks · Tech workforce shifts · Education costs & student debt
Tech workforce shifts · Education costs & student debt · Curriculum & schools
Education costs & student debt · Layoffs & income shocks · Tech workforce shifts
Layoffs & income shocks · Tech workforce shifts · Education costs & student debt
Layoffs & income shocks · Tech workforce shifts · Education costs & student debt
Curriculum & schools · Layoffs & income shocks · Education costs & student debt
Layoffs & income shocks · Tech workforce shifts · Education costs & student debt
Education costs & student debt · Layoffs & income shocks · Tech workforce shifts
Layoffs & income shocks · Tech workforce shifts · Curriculum & schools
Layoffs & income shocks · Education costs & student debt · Tech workforce shifts
Education costs & student debt · Layoffs & income shocks · Tech workforce shifts
Hiring, visa and layoff cycles can resize teams — per-seat budgets tend to follow.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 1491 | 8.75 |
| 2024Q4 | 2000 | 11.28 |
| 2025Q1 | 2604 | 10.41 |
| 2025Q2 | 1895 | 11.89 |
| 2025Q3 | 5195 | 19.06 |
| 2025Q4 | 2341 | 19.4 |
| 2026Q1 | 2544 | 17.62 |
| 2026Q2 | 1468 | 19.07 |
Skill gaps can pull vocational and upskilling demand faster than degrees adjust.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 47 | 0.28 |
| 2024Q4 | 48 | 0.27 |
| 2025Q1 | 80 | 0.32 |
| 2025Q2 | 44 | 0.28 |
| 2025Q3 | 75 | 0.28 |
| 2025Q4 | 89 | 0.74 |
| 2026Q1 | 94 | 0.65 |
| 2026Q2 | 37 | 0.48 |
Layoff cycles can pull discretionary spend back toward value offerings.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 2692 | 15.79 |
| 2024Q4 | 2657 | 14.98 |
| 2025Q1 | 3457 | 13.81 |
| 2025Q2 | 3055 | 19.17 |
| 2025Q3 | 6687 | 24.54 |
| 2025Q4 | 3761 | 31.16 |
| 2026Q1 | 2843 | 19.69 |
| 2026Q2 | 1885 | 24.49 |
Curriculum change can pull classroom content and tooling demand behind it.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 841 | 4.93 |
| 2024Q4 | 760 | 4.29 |
| 2025Q1 | 993 | 3.97 |
| 2025Q2 | 884 | 5.55 |
| 2025Q3 | 2086 | 7.65 |
| 2025Q4 | 655 | 5.43 |
| 2026Q1 | 987 | 6.84 |
| 2026Q2 | 638 | 8.29 |
Privacy rules can land as engineering requirements — consent, data handling and audit tooling follow.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 269 | 1.58 |
| 2024Q4 | 214 | 1.21 |
| 2025Q1 | 619 | 2.47 |
| 2025Q2 | 307 | 1.93 |
| 2025Q3 | 614 | 2.25 |
| 2025Q4 | 416 | 3.45 |
| 2026Q1 | 527 | 3.65 |
| 2026Q2 | 220 | 2.86 |
Cost pressure can pull demand toward affordable and financed learning paths.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 1240 | 7.28 |
| 2024Q4 | 1081 | 6.1 |
| 2025Q1 | 1216 | 4.86 |
| 2025Q2 | 1826 | 11.46 |
| 2025Q3 | 3864 | 14.18 |
| 2025Q4 | 1367 | 11.33 |
| 2026Q1 | 1074 | 7.44 |
| 2026Q2 | 614 | 7.98 |
Exam and admissions pressure can pull prep, tutoring and assessment demand.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 93 | 0.55 |
| 2024Q4 | 55 | 0.31 |
| 2025Q1 | 91 | 0.36 |
| 2025Q2 | 68 | 0.43 |
| 2025Q3 | 115 | 0.42 |
| 2025Q4 | 86 | 0.71 |
| 2026Q1 | 81 | 0.56 |
| 2026Q2 | 25 | 0.32 |
Online adoption can migrate learning to platforms faster than institutions adapt.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 270 | 1.58 |
| 2024Q4 | 214 | 1.21 |
| 2025Q1 | 336 | 1.34 |
| 2025Q2 | 240 | 1.51 |
| 2025Q3 | 344 | 1.26 |
| 2025Q4 | 259 | 2.15 |
| 2026Q1 | 468 | 3.24 |
| 2026Q2 | 271 | 3.52 |
the United States education coverage
JMIR Medical Education
1,935 citations in the snapshot
Computers and Education Artificial Intelligence
564 citations in the snapshot
MMWR Morbidity and Mortality Weekly Report
478 citations in the snapshot
MMWR Morbidity and Mortality Weekly Report
458 citations in the snapshot
the United States coverage of this page's demand families
| Keyword | Recent articles | Prior articles | Share change |
|---|---|---|---|
| post-covid online education | 62 | 20 | 282.1% |
| grants | 107 | 41 | 221.6% |
| university reputation | 87 | 34 | 215.4% |
| academic prestige | 66 | 27 | 201.3% |
| arts integration high school | 77 | 32 | 196.6% |
| cyber laws | 118 | 50 | 190.9% |
Share changes describe coverage in the stated comparison periods, not search demand or market size.
Company counts, hiring and disclosed funding across the recorded hubs.
30.7% across the displayed hubs
41 companies hiring · $326.4M disclosed funding
Explore companies in New York City ↗
13.9% across the displayed hubs
72 companies hiring · $77.3M disclosed funding
Explore companies in Chicago ↗12.0% across the displayed hubs
36 companies hiring · $17.1M disclosed funding
Explore companies in Los Angeles ↗9.9% across the displayed hubs
37 companies hiring · $858.3M disclosed funding
Explore companies in San Francisco ↗
8.9% across the displayed hubs
33 companies hiring · $12.0M disclosed funding
Explore companies in Austin ↗
8.3% across the displayed hubs
24 companies hiring · $126.0M disclosed funding
Explore companies in Houston ↗
8.3% across the displayed hubs
30 companies hiring · $55.2M disclosed funding
Explore companies in Washington ↗
8.0% across the displayed hubs
28 companies hiring · $546.7M disclosed funding
Explore companies in Atlanta ↗Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 5 August 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 ↗