- Mechanism
- Dm · Deliberate mistake
- Psychology
- When students hunt for the error before seeing the solution, the lesson goes deeper: "productive failure" (Kapur, 2008). Retrieval makes knowledge stick (Roediger & Karpicke, 2006). And the pride of "I caught it" is the thing people send to friends. Kapur (2008), Cognition and Instruction · Roediger & Karpicke (2006), Psychological Science
- Platform signal
- Watch time: students pause the video to read the board, rewatch it, post the line number in the comments and tag classmates. The answer video the next day brings followers.
- Honest range
- Watch time 2–3× the account's baseline · 50–200 mock-exam sign-ups per season Typical range for a pilot in a Greek SME · Netex estimate
Strategy Lab · Education & tutoring
One line is wrong. Find the Mistake: a tutoring-school marketing idea built on one deliberate error

The demo didn't load. The description below tells you what you'd have seen.
The demo in words: a teacher solves a limit in six lines, and one line hides a deliberate, common mistake. You have 30 seconds to tap it; a wrong line costs 5 seconds. With "No timer" there is no clock and no penalty.
Find the limit, as x tends to minus infinity, of the square root of 4x squared plus x, over x minus 1.
- Line 1: the root of 4x squared plus x equals the root of x squared times 4 plus 1 over x.
- Line 2: equals the root of x squared times the root of 4 plus 1 over x.
- Line 3: equals x times the root of 4 plus 1 over x.
- Line 4: so the fraction equals x times the root of 4 plus 1 over x, over x times 1 minus 1 over x.
- Line 5: equals the root of 4 plus 1 over x, over 1 minus 1 over x.
- Line 6: tends to the root of 4 over 1, which is 2. So the limit is 2.
The answer: the mistake is on line 3. The square root of x² is the absolute value of x, and as x tends to −∞, x is negative, so it is −x. The limit is −2, not 2.
The teacher solved it fast, like the video a student would watch on their phone. Somewhere in these six lines hides a mistake plenty of people make. Can you see it?
- Sector
- Education / tutoring schools
- Mechanics
- 'I caught it' feels good, and pride gets posted (pratfall effect, Aronson et al. 1966).
- Demo engine
- Board game
- Complexity
- 1 = configuring existing tools · 5 = custom R&D
- Production cost
- Netex production only, excluding media and data licences. € under €2,000 · €€ €2,000–6,000 · €€€ €6,000–15,000 · €€€€ €15,000–40,000 · €€€€€ over €40,000. Netex estimate.
Decode
How it got you
Deploy
How we'd build it for you
Who it's forFor secondary-school tutoring centres, language schools and teachers with their own channel.
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The teacher solves a national-exam-level problem fast on the board. One line hides a deliberate, common mistake.
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"Found it? Comment the line." The first 20 correct answers win a seat at a mock exam.
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24 hours later, the answer video explains why the mistake is so common.
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One series a week per subject: maths, physics, chemistry, essay writing.
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A second layer on Facebook for parents, who are often the ones who decide.
Channels and tech
- Channels
- TikTok, Reels and Shorts for students · Facebook for parents · an automatic message to winners
- Tech
- Simple production: a board, a camera, a decent microphone. An automatic message to winners and a seat-booking form.
- Complexity
- 1/5
- Production cost
- € · Netex estimate
What to expect, honestly
We don't promise viral. We promise a mechanism you can measure.
- Watch time against the account's baseline 2–3×
- Mock-exam sign-ups per season 50–200
most likely on a first run · A first run usually lands in the lower half of the range.
Before launch we fix one primary KPI and a control: a holdout area, off-trigger days or the previous period.Guardrails
- Minors under 15 (Greece's digital-consent age, Law 4624/2019): any personal data needs a parent's consent. The demo asks for none.
- No AI marking of students. Assessing students is a high-risk area under the EU AI Act.
- The wrong solution is never left uncorrected for more than 24 hours, and the video says from the start that it hides a mistake.
- A second teacher checks every problem before it goes out. One mistake, not two.
- Prizes and contests follow promotion rules. No "tag a friend to enter".
Who did it before us
People love catching a mistake, and "I caught it" shares itself.
Third-party results are mostly self-reported, from award entries and vendors. They show a mechanic can work, not what it will do for you.
| Year | Who | What they did | Result |
|---|---|---|---|
| c.2022 · UK | Specsavers "Should've" | Billboards with deliberate "blunders" that people spotted and shared. | 191 articles, 17M+ earned reach |
| 2023 · UK | Specsavers "The Misheard Version" | A well-known song with deliberately misheard lyrics. | 400 pieces of coverage, 100M+ reach, +19% call-centre volume against forecast |
From marketing to AI
Why there's no AI here.
We could have had a model mark the students' answers. We don't. Assessing students is a high-risk area under the EU AI Act, and automated marking is one of our red lines.
Where AI does help a tutoring school is elsewhere: parents' calls in September, enrolments, reminders. Declared as AI, with a person one step away.
- AI marking of students: not here
- Parents' calls in September
- Enrolments and reminders
- A person, one step away
Mechanism Sprint
What's the mistake everyone makes in your field?
Mechanism Sprint: designed, produced and measured in 10 working days. From €1,500 plus production.
The scenario you just played goes straight into the form.

