The Equation Series
Menu

Industry study 13 of 23 · Education Technology Research Companion

Business Models and Unit Economics

~7,000 words · 3 technical exhibits

Education is a ~$6–7 trillion global spending category (HolonIQ estimates; verify current figure), but very little of it is spent on technology, and the people who learn are often not the people who pay. An EdTech business model is first an answer to the question "who pays, out of which budget, and why will they pay again next year?" This section maps the four payer models (B2C, B2B, B2B2C, B2G), the pricing mechanisms used within them (freemium, subscriptions, seat and site licences, per-pupil pricing, revenue share, marketplaces), and the unit economics that follow: CAC, LTV, payback, net revenue retention and gross margin. Two worked examples compute the numbers for a consumer subscription app and for a district SaaS company through the ESSER cliff.

What the study covers

  1. 1Overview: why EdTech business models are unusual
  2. 2The four payer models
  3. 3Pricing and revenue mechanisms
  4. 4Mechanics: the unit-economics toolkit
  5. 5Gross margin by model
  6. 6Key numbers and public-company benchmarks
  7. 7Landmark cases
  8. 8Pitfalls
  9. 9How an expert thinks about it
  10. 10Glossary

Technical exhibits

Worked examples, checklists and case studies included with this study.

Consumer Subscription Unit Economics Worked Example

Freemium funnel, blended vs paid-only CAC, annual vs monthly plans, LTV/CAC, cash vs recognized payback, app-store fee and AI inference sensitivity (computed by script)

District SAAS Cohort Nrr Worked Example

Five fiscal-year cohorts of a K-12 SaaS product, cohort NRR and GRR, the ESSER cliff, CAC payback and LTV per district (computed by script)

Business Model Diligence Checklist

Questions to ask of any EdTech revenue model, by payer type