A prospective student is about to spend between ₹1.5 and ₹2.2 lakh on an online MBA. They can read the syllabus, watch the convocation highlights, download the placement report and book a call with an admissions counsellor.
What they cannot do is watch anyone teach.
We wanted to know how widely that held, so we went and looked. In September 2026 we enumerated the public video output of ten of India's largest UGC-approved online degree providers — roughly 800 videos across eight YouTube channels — and pulled the exact metadata for everything that was actually a lecture rather than a webinar, a podcast, a convocation or an expert panel.
Six of the ten publish no modular teaching content publicly at all. Their channels are real and active — some have hundreds of videos — but what they contain is marketing: webinars, alumni interviews, faculty panels, campus films, convocations. Not a minute of a course.
We are not going to name the six, because the point is not that they have done something wrong. It is that an entire category has decided its product is not something you show.
What the 39 videos look like
All of them come from two institutions. JAIN Online publishes two playlists — "Program Previews", which its own descriptions call "a full-length online class session", and an older 2021 "Learning Series". Online Manipal publishes "Smart Tube Videos". That is the entire public teaching output of the sector we could find.
Here is how their lengths fall, bucketed exactly as Guo, Kim and Rubin bucketed 6.9 million edX viewing sessions in the study we wrote about previously:
Length distribution of the 39 lecture videos
Median 10:56. Mean 16:06. Shortest 2:17, longest 43:14. Green marks the two buckets at or under the six-minute median engagement ceiling Guo et al. measured. Durations are YouTube's own metadata fields, retrieved 15 September 2026.
Four of the thirty-nine — 10% — come in at or under six minutes, which is where edX's median engagement time tops out regardless of how long the video runs. Seventeen of them, 44%, run past twelve minutes, the bucket where the rate of students attempting the follow-up problem fell to 31% against 56% for the shortest videos.
That is not a criticism of the teaching. It is an observation that almost nobody in this market is cutting to the length the evidence points at, and the evidence has been public since 2014.
The government benchmark is further away, not closer
We sampled NPTEL for contrast — publicly funded, produced to national norms, the standard an Indian university is implicitly measured against. Three courses, every video in each counted:
| Source | Videos | Median | Longest |
|---|---|---|---|
| JAIN Online · Program Previews | 17 | 9:53 | 13:05 |
| Online Manipal · Smart Tube | 11 | 19:00 | 43:14 |
| JAIN Online · Learning Series (2021) | 11 | 24:18 | 33:40 |
| NPTEL · Automated Program Verification | 67 | 27:07 | 35:25 |
| NPTEL · International Relations Theory | 31 | 40:43 | 50:45 |
| NPTEL IIT Delhi · classroom captures | 50 | 42:16 | 87:32 |
An eighty-seven minute lecture video is not a lecture video. It is a recording of a room.
The one that is doing it right
JAIN Online's Program Previews deserve credit, and it is worth being specific about why. Seventeen videos, median 9:53, none longer than 13:05, each built around a single topic from a single programme, each apparently shot for the purpose rather than sliced out of a longer session. They are the closest thing to modern instructional video anyone in this sector has put in public.
Note where they sit: not inside the LMS, behind the fee. On the open internet, in the admissions funnel, titled by programme. Somebody at JAIN worked out that the lecture is the demo.
Median views across the seventeen: 175. Not one of them has cleared 500. It is the most under-distributed asset in Indian online education — a genuine product demo that almost nobody has seen.
Why this is a sales problem, not a production problem
Every online programme in India competes on the same four things: fee, brand, flexibility and placement. All four are claims. All four appear, in almost identical language, on every competitor's page. A prospective student comparing six programmes is comparing six versions of the same paragraph.
Teaching video is the only asset in the funnel that cannot be claimed. It either holds attention for ten minutes or it does not, and the person watching knows which within ninety seconds. That makes it the single highest-signal thing a programme can publish — and almost the only one nobody is publishing.
There is an obvious reason for that, and it is worth saying plainly: most institutions cannot publish their teaching video because it is not presentable. A fifty-minute classroom capture with room echo, a projector-washed slide and no title card is fine as coursework for someone who has already paid. It is not something you put in front of a prospect deciding between you and five others.
So the archive stays private, the funnel stays claim-based, and the one genuinely differentiating asset the institution owns sits on a server doing nothing.
What we would actually do about it
Not shoot new video. Take ten lectures you already have, cut each to a single idea under twelve minutes, fix the audio, add a title card and captions, and put them in the admissions funnel titled by programme. That is a fortnight of production against an asset that works for every intake after it.
If it is any good, it is the best thing on your website. If it is not, you have learned something important about your programme for the price of a fortnight, and you learned it from a preview rather than from a refund request in week three.
What this study does not show
- These are public videos — previews, marketing series and free content. They are not Module 1 of a paid programme, and we have no way of knowing whether the video inside the LMS is better, worse or different.
- We searched eight channels and found what we found. An institution may publish teaching video somewhere we did not look, and absence of evidence here is genuinely not evidence of absence.
- We could not verify anything about captions. The extraction method we used returns empty caption fields even for videos that certainly have them, so we have reported nothing on that.
- We did not watch the videos frame by frame and make no claim about production style, teaching quality or accuracy of content. Every number here is a duration.
- Duration is a proxy. A twenty-five minute video built around one idea may well outperform four badly cut six-minute ones. The edX findings are about a distribution, not about your specific lecture.
Method
Channels and playlists were enumerated with yt-dlp (2026.08.19) against YouTube's mweb player client on 15 September 2026. Durations, upload dates and view counts are YouTube's own metadata fields rather than scraped screen text, so they are exact. Every video was re-fetched from its playlist and independently spot-checked on 15 September 2026; playlist entries duplicated within a playlist were counted once. Institutions searched: Amity Online, Online Manipal / Manipal University Jaipur, JAIN Online, LPU Online, NMIMS CDOE, Chandigarh University Online, Symbiosis SCDL, Shoolini Online, Vignan Online and DY Patil Online. No channel was found for two of them. Videos were classified as teaching content only where the playlist or description presented them as a class, lecture or course session; webinars, podcasts, panels, alumni interviews, convocations and campus films were excluded. The full list of 39 videos with their IDs is available on request — ask us for it and check the numbers yourself.
If you want to know what one of your own lectures would look like as an admissions asset, send us one. We will return a produced cut within 24 hours, free, and you can decide whether it belongs on your programme page. Send a lecture →