Tool
“EdTech” covers a company selling recorded courses through an LMS and a company building an adaptive learning system. Same label, different product economics, different loops, different metrics, different job. Answer nine questions about a company or a job description and get a read on which one you are actually looking at.
Classifier
Answer from what you can observe: the website, the job description, the interview, or what you already know about the company. Where you are unsure, pick the closest honest reading — the result will tell you what to verify.
0 of 9 answered
Selling education and building software that participates in learning are two different product problems.
Both call themselves EdTech. The first is a commerce and content business: the hard problems are acquisition, packaging, pricing and conversion, and the software is the shop and the delivery pipe. The second is a learning product: the hard problems are practice, feedback, difficulty and evidence of progress. A PM who joins one expecting the other spends a year confused about why their roadmap keeps losing.
The classifier scores three things independently instead of adding them into one number, because the interesting cases are the mismatches: sophisticated technology with a purely commercial success model, or a plain product built by people who genuinely measure whether it works.
How much does the software participate in learning itself?
How much does the experience respond to the learner?
How much does success mean measured learning?
Combinations of the three dimensions, not points on a quality scale.
Education is the product. Software sells and delivers it.
What is being sold is the teaching itself — the course, the instructor, the curriculum. Technology packages it, distributes it, markets it and takes payment, but it is not where learning happens.
This can be an excellent business and a genuinely good education. It is a commerce and content problem wearing an EdTech label, and the product work follows from that.
Likely PM role: Growth / monetization-heavy Product Manager
Software carries the learning experience but doesn’t decide what comes next.
Technology does real work here: it structures the material, hosts practice, tracks progress and holds the community together. What it does not do is decide what a specific learner should do next — that stays with the curriculum or with the learner.
Product problems concentrate on delivery, clarity, engagement and completion. It is a substantial product job; it is just not an adaptive one.
Likely PM role: Platform / Learning Experience PM
The software is part of how learning actually happens.
Practice, feedback and progression live inside the product. Someone has to decide what a good exercise is, what happens after a wrong answer, and how difficulty moves — and those are product decisions, not only content decisions.
Whether the company also measures learning outcomes is a separate question, and worth asking directly. Strong learning loops paired with a purely engagement-based success model is a common and important pattern.
Likely PM role: Core Product / Learning Product PM
The system shapes the learning, and learning is how success is measured.
The product decides what each learner does next, and the company holds itself to whether that produces measurable learning. Those two things together are rare; either one on its own is not this.
Expect learning scientists or psychometricians in the room, real evaluation infrastructure, and roadmap arguments settled with evidence rather than opinion.
Likely PM role: EdTech Product / Adaptive Learning PM
None of these is better than the others. EduCommerce companies can be excellent businesses and honest educators; adaptive systems can be commercially fragile and pedagogically overconfident. The point is to know which product you are being hired to build.