OutlierKit · Find Your Next Viral Idea

Your next 10 videos, backed by what is already going viral in STEM exam prep

Prepared for Educational channels · 8 Sep 2026. Every video below links to YouTube. The ten ideas at the end are the deliverable; everything before them is the evidence.

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Page
outlierkit.com/resources/for-educational-channels/
Niche
Physics and maths for exam students
Stage
Landing page
Built with
OutlierKit outlier index
Where you stand

Where educational channels stand today

12
Outlier videos analysed
8 Sep 2026
Pulled from OutlierKit
Wish-I-knew advice
Winning format
Named exam, named mistake
Positioning

The education videos beating their averages are not lessons. They are advice, warnings and traps: the physics advice I wish someone gave me before NEET, most students get this wrong, examiners hate when you do this, why is physics so hard. The lesson is what the student needs; the advice is what the student clicks, and it is the advice video that sends them to the lessons.

A 597-subscriber channel did 17.5x on a three-minute trap problem and a 9,890-subscriber channel did 25.6x on a six-minute advice video. Neither needed a curriculum. Your first ten videos are that layer: short, exam-named, mistake-led, each pointing at the syllabus content you already have.

Name the exam

NEET, GCSE, final physics exam 2026: the outliers with an exam in the title beat the generic ones on the same channels. Every student is preparing for a specific test on a specific date; the title that names it is the one they trust. Republish the exam-named videos every year with the new year in the title.

The evidence

What is going viral in STEM exam prep right now

Outlier advice, trap and exam videos from education channels of every size, pulled from OutlierKit

Each x is how far the video beat its own channel's normal views. The shortest videos here carry the biggest multiples; the advice layer is short on purpose.

The patterns behind these numbers
  • Wish-I-knew beats how-to. The advice I wish someone gave me, advice for my past self: the regret frame did 25.6x and 3.5x on different channels.
  • Name the exam. NEET, GCSE, final exam 2026: the exam in the title is the trust signal.
  • The trap problem. Most students get this wrong, a tricky problem: a challenge the viewer takes personally, in under six minutes.
  • Examiner insider. Examiners hate when you do this: the warning from inside the marking room.
  • A statistic plus a count. 95% of students make these 8 mistakes: the number is the promise.
The slate

Your first 10 videos

Each one built from a proven outlier pattern, in the order to film them

Ideas one to three are advice videos you can film today with no new lesson content. Four to seven are the traps and warnings. Eight to ten are the exam-dated slots that repeat every year.

1

The [subject] advice I wish someone gave me before [exam]

If I could go back to the month before my exam, I would tell myself three things, and none of them are in the textbook. Here they are, in the order they would have helped.
FormatAdvice talk, short Length5 to 8 min
Modelled onThe Physics advice I wish someone gave me earlier for NEET did 25.6x on 9,890 subscribers; How To Actually Learn Physics - Advice for my Past-Self did 3.5x.
2

How to actually get better at [subject]

Most people who are bad at this subject are practising the wrong thing. Here is the thing to practise instead, and the one-week test that proves it.
FormatMethod explainer Length10 to 15 min
Modelled onHow to Actually Get Better at Physics did 22.6x on 133K subscribers.
3

Why is [subject] so hard to learn? (and the fix)

It is not you. There is a specific reason this subject feels harder than the others, and once you see it the whole syllabus gets easier. Here is the reason and the fix.
FormatQuestion-title explainer Length10 to 12 min
Modelled onWhy Is Physics SO Hard to Learn? did 7.2x on 3,160 subscribers.
4

Most students get this [subject] question wrong (try it before I explain)

Pause and try it. Most students, including strong ones, get this wrong for the same reason, and the reason is on the exam every year.
FormatTrap problem, short Length3 to 6 min
Modelled onMost Students Get This Math Trick Wrong! did 17.5x on 597 subscribers; A tricky problem did 3.2x on 21,900.
5

Examiners hate when you do this ([exam] [subject])

I have marked these papers. There is one habit that loses more marks than any wrong answer, and it takes ten seconds to stop doing.
FormatInsider warning Length6 to 9 min
Modelled onExaminers HATE when you do this! (GCSE Physics) did 5.7x on 13,500 subscribers.
6

95% of students make these 8 [subject] mistakes

Eight mistakes, ranked by how many marks each one costs, with the fix for each. If you make fewer than three of these you are ahead of almost everyone.
FormatRanked mistakes list Length12 to 20 min
Modelled on95% Students Make the Same Top 08 Math Mistakes did 5x on 570K subscribers.
7

My [subject] teacher's tips to study [subject] and [subject]

The teacher who got our whole class through the exam had six rules. I still use them. Here they are, with what each one looks like on a real problem.
FormatBorrowed-authority tips Length12 to 15 min
Modelled onMy Physics Teacher's Tips to Study Science & Maths did 15.1x on 12,500 subscribers.
8

[Exam] 2026 answers: solving and explaining every question

The paper came out this morning. Here is every question solved and explained, in order, the same day. Bookmark this before next year.
FormatPost-exam walkthrough, annual slot Length10 to 30 min
Modelled onFinal Physics Exam Answers 2026 // Solving and Explaining did 4.2x on 8,960 subscribers.
9

[Exam] specimen paper 2027 analysis: 3 mistakes to avoid before solving

The specimen paper tells you what the examiners are planning. Here are the three mistakes it is designed to catch, before you sit down to solve it.
FormatSpecimen-paper analysis Length20 to 40 min
Modelled onICSE Physics Specimen Paper 2027 Analysis | 3 Mistakes to Avoid Before Solving did 13.1x on 3,540 subscribers. GCSE Physics Paper 1: Most Common Exam Questions did 8.3x on 13,500 subscribers.
10

How to actually learn [subject]: advice for my past self, [exam] edition

This is the advice video again, one year on, with the exam in the title and everything I learned from a year of comments added.
FormatAnnual refresh of idea one Length6 to 10 min
Modelled onHow To Actually Learn Physics - Advice for my Past-Self did 3.5x; the exam-dated version of the wish-I-knew frame is a yearly slot.
How to sequence this

Film ideas one to three this week; they need a camera and a whiteboard, not new lesson material, and each one links to the syllabus playlists you already have. Four to seven go out one a week, short, with the exam name in every title. Eight is filmed the day the paper is released and repeated every year. Nine and ten are month two and the annual refresh. Every video gets a 30-second Short of the single trap or the single tip with the long video pinned.