Nokta / With Kaitlin / 13 October 2026

Lock In
Chinese.

A reason to learn.
A way to keep going.

Chinese words on your phone.
A short quiz before selected apps.

Dynamic Island · Selected 3.3 seconds · Silent
01 / Audience hypothesis

They have a reason.
They keep stopping.

Start here

Adults who keep stopping.
A partner or family gives them a reason to restart.

Test separately: partner and Chinese heritage.
Adjacent: other learners who restart.

Auntie Lin · AI hook experiment · 3.65 seconds
02 / Our TikTok research tool

Find useful posts.
Review hooks and formats.

Lock In Chinese research feed with a video, performance measures, and review controls
03 / Short repeatable formats · Scroll to compare

The format. The proof. The questions.

7 formats · 12 short videos · 321 sampled comments · 12/12 Dash analyses complete.

@the.pushupperson · 10.8s ↗
Study this video in Dash ↗9,605,603 views · 406,863 likes
1,337 comments · 69,455 saves
Dash analysis · Complete

Opening: The opening text frames unlocking Clash as a push-up challenge, while the speaker quickly reacts with repeated protests.

Pattern: challenge_day_n · Format: tutorial_steps

Product in footage: PushUp Time

CTA: None detected

Model analysis · attention-v3 · 13 Oct snapshot
@the.pushupperson · 10.6s ↗
Study this video in Dash ↗1,292,249 views · 56,423 likes
255 comments · 7,946 saves
Dash analysis · Complete

Opening: A POV text overlay sets up a 15-push-up requirement to unlock YouTube, while a speaker reacts with confusion and repeated objections.

Pattern: pov · Format: other

Product in footage: PushUp Time

CTA: None detected

Model analysis · attention-v3 · 13 Oct snapshot

First test

Earn the app you want

Want access → hit the block → do the task → get access

Why it may work · Analysis

The blocked app creates a clear problem. Visible effort builds anticipation; the unlock completes the story.

Our draft opening

“I just wanted TikTok. Now I have to read this.”

Shots and repeat rules

0–2s: finger reaches for TikTok + opening text. 2–5s: show the real shield. 5–11s: answer the Mandarin quiz. 11–15s: show access and a reaction.

Change the selected app, word, location, and reaction. Keep the same four beats.

Show the actual quiz rules. Do not imply push-up detection or a fixed number of answers unless the build uses it.

Actual viewer comments

App name?🗿44 likes · @the.pushupperson source ↗
how to do it pls toturial282 likes · @the.pushupperson source ↗

Viewers ask for the app and a tutorial. This supports product curiosity, not verified installs.

96 comments returned across 2 source videos.
@grindlocker0 · 13.7s ↗
Study this video in Dash ↗447,110 views · 11,205 likes
72 comments · 1,425 saves
Dash analysis · Complete

Opening: On-screen text introduces an unusual app that requires push-ups to unlock a phone, while the person is shown doing push-ups toward the phone

Pattern: other · Format: other

Product in footage: Phone app that requires push-ups to unlock the phone (name not explicit)

CTA: None detected

Model analysis · attention-v3 · 13 Oct snapshot

First test

My partner’s strange new habit

Odd behaviour → partner questions it → phone reveals rule → payoff

Why it may work · Analysis

An odd action raises a question immediately. The app reveal explains it, and the partner gives the scene a familiar setting.

Our draft opening

“Why is he reading Chinese just to open Instagram?”

Shots and repeat rules

0–3s: partner films the learner reading from their phone. 3–6s: show the question. 6–11s: cut to quiz and answer. 11–15s: app opens; return to the partner’s reaction.

Change the everyday setting, word, and partner reaction. The app explains the odd behaviour each time.

Use a willing participant and an agreed setup. Do not claim the partner secretly installs or controls the app.

Actual viewer comments

whats the app name?2 likes · @grindlocker0 source ↗
when on android?🥲1 likes · @grindlocker0 source ↗

The sample includes app-name and platform questions. State the app name and iPhone availability clearly.

24 comments returned across 1 source video.
@focus.studyguard5 · 8.9s ↗
Study this video in Dash ↗1,229,823 views · 41,740 likes
205 comments · 3,829 saves
Dash analysis · Complete

Opening: On-screen text asks whether the viewer has a strict mom while a hand uses a phone.

Pattern: question · Format: screen_demo

Product in footage: Not identified

CTA: None detected

Model analysis · attention-v3 · 13 Oct snapshot
@studyguard.app · 13.4s ↗
Study this video in Dash ↗100,623 views · 4,683 likes
13 comments · 367 saves
Dash analysis · Complete

Opening: On-screen text describes a student repeatedly checking their phone while studying.

Pattern: relatable_pain · Format: screen_demo

Product in footage: Studyguard

CTA: None detected

Model analysis · attention-v3 · 13 Oct snapshot

First test

Stricter than your study partner

Familiar authority → stricter app → challenge → release

Why it may work · Analysis

A familiar comparison explains the rule quickly. The real shield and quiz demonstrate that rule in seconds.

Our draft opening

“My study partner lets me skip. My phone doesn’t.”

Shots and repeat rules

0–2s: comparison text over a phone in hand. 2–4s: selected app is blocked. 4–9s: quiz and answer. 9–12s: access returns.

Change the comparison: study partner, reminder, or your own promise. Keep the restriction and release visible.

Use adult wording for our audience. Avoid implying that the app permanently blocks access.

Actual viewer comments

OMg WHATS IT CALLED299 likes · @focus.studyguard5 source ↗
How did you do it because I really need it0 likes · @focus.studyguard5 source ↗

A name request has 299 likes in this sample. Likes on a question do not measure purchases.

55 comments returned across 2 source videos.
@studyw.tok · 11.3s ↗
Study this video in Dash ↗103,658 views · 4,277 likes
22 comments · 480 saves
Dash analysis · Complete

Opening: A relatable on-screen complaint about crying over grades and returning to scrolling opens on a study desk, with a countdown timer and notes.

Pattern: relatable_pain · Format: screen_demo

Product in footage: Not identified

CTA: None detected

Model analysis · attention-v3 · 13 Oct snapshot
@studyw.tok · 13.0s ↗
Study this video in Dash ↗123,390 views · 21,792 likes
66 comments · 2,352 saves
Dash analysis · Complete

Opening: The opening text says that maturity means recognizing that studying matters more than phone use.

Pattern: bold_claim · Format: screen_demo

Product in footage: Study Guard

CTA: Study to unlock

Model analysis · attention-v3 · 13 Oct snapshot

Next test

My promise versus my thumb

Admit the loop → “my phone now” → block → quiz

Why it may work · Analysis

The opening describes a recognisable failure to study. The next shot shows how the app changes that exact action.

Our draft opening

“I say I’ll study Mandarin. Then I open TikTok.”

Shots and repeat rules

0–3s: unfinished study material and the admission. 3–5s: reach for a selected app. 5–10s: shield and quiz. 10–14s: answer or honest failure reaction.

Replace the abandoned task and location. Keep the familiar reach for the phone.

Use real behaviour and real app feedback. Do not manufacture broken UI or a fake error.

Actual viewer comments

Whats the name of the App and is it free?4 likes · @studyw.tok source ↗
how can l set tht on my fon1 likes · @studyw.tok source ↗

Questions move from the app name to price and setup. Make the route from video to app clear.

47 comments returned across 2 source videos.
@study.diary.studyguard · 14.3s ↗
Study this video in Dash ↗21,865 views · 1,003 likes
19 comments · 296 saves
Dash analysis · Complete

Opening: The opening text poses a challenge about getting high grades while always being on the phone; later, a quiz app is shown on a phone amid the

Pattern: question · Format: montage_edit

Product in footage: study app (name not explicit)

CTA: None detected

Model analysis · attention-v3 · 13 Oct snapshot

Next test

“Always scrolling” → reveal the quiz

Accusation → unexpected answer → product proof → normal scrolling

Why it may work · Analysis

The opening presents a contradiction. The quiz resolves it with visible product proof, rather than a long explanation.

Our draft opening

“You’re always on your phone. When do you study Mandarin?”

Shots and repeat rules

0–3s: show the question over the learner holding a phone. 3–5s: “Before I can open this.” 5–11s: quiz and unlock. 11–15s: return to the learner.

Change who asks, where they ask, and the word on the quiz. Keep the answer in the product demonstration.

Borrow the contradiction, not the grade claims. Our version does not need a score, fluency claim, or invented result.

Actual viewer comments

WHAT APP IS THIS PLS3 likes · @study.diary.studyguard source ↗
What app please and if it is free I want it 😁2 likes · @study.diary.studyguard source ↗

Four of the eight returned comments ask which app it is. This is a small, non-random sample.

8 comments returned across 1 source video.
@soundscape.study · 17.3s ↗
Study this video in Dash ↗524,203 views · 4,493 likes
12 comments · 397 saves
Dash analysis · Complete

Opening: The opening text says a student is scrolling instead of studying.

Pattern: other · Format: screen_demo

Product in footage: Soundscape

CTA: None detected

Model analysis · attention-v3 · 13 Oct snapshot
@carlydelanoy12 · 15.2s ↗
Study this video in Dash ↗1,041,930 views · 22,576 likes
79 comments · 100 saves
Dash analysis · Complete

Opening: On-screen text says the creator cannot focus because her phone is distracting her.

Pattern: relatable_pain · Format: screen_demo

Product in footage: Opal

CTA: None detected

Model analysis · attention-v3 · 13 Oct snapshot

Alternative

Catch the scroll. Show the fix.

Catch a distraction → offer the app → demonstrate → try again

Why it may work · Analysis

A two-person scene gives the app a practical job. The demonstration follows a visible distraction.

Our draft opening

“He opened TikTok before the first Chinese word.”

Shots and repeat rules

0–3s: learner scrolls beside unused notes. 3–5s: friend introduces the idea. 5–12s: real restriction and quiz. 12–18s: the next app attempt leads to learning.

Change the room, unfinished task, and friend’s line. Use the same practical demonstration.

Keep our demonstration shorter than the reference setup. Do not turn it into a long feature tour.

Actual viewer comments

I would just get mad and delete the app184 likes · @carlydelanoy12 source ↗
Don’t you have to pay for that app?0 likes · @carlydelanoy12 source ↗

This sample gives weaker evidence of app discovery. The useful signal is objection: deletion and price.

57 comments returned across 2 source videos.
@moji.learn · 9.0s ↗
Study this video in Dash ↗38,466 views · 4,238 likes
46 comments · 1,061 saves
Dash analysis · Complete

Opening: On-screen text opens with a bold claim that kanji is one of the easiest parts of Japanese, then shows the lockscreen-based reason.

Pattern: bold_claim · Format: voiceover_broll

Product in footage: Moji app

CTA: Comment “WIDGET” and I’ll show you how to set it up

Model analysis · attention-v3 · 13 Oct snapshot
@moji.learn · 19.4s ↗
Study this video in Dash ↗29,394 views · 736 likes
13 comments · 417 saves
Dash analysis · Complete

Opening: The opening text promises a tutorial for adding Japanese to a phone lock screen, with the text changing every hour.

Pattern: other · Format: tutorial_steps

Product in footage: Moji app

CTA: None detected

Model analysis · attention-v3 · 13 Oct snapshot

Separate angle

The lesson hiding on my phone

Unexpected learning surface → several real word examples → how to get it

Why it may work · Analysis

The reveal puts vocabulary in an unexpected, familiar place. Different words repeat the same visual structure.

Our draft opening

“I check the time. There’s my next Chinese word.”

Shots and repeat rules

0–2s: show a normal reason to check the phone. 2–8s: reveal readable vocabulary on two or three real screens. 8–12s: name Lock In Chinese and show where it lives.

Change the word theme, location, and time of day. Keep readable words as the central image.

Adapt Japanese to Mandarin. Use stable footage; exclude our rejected flickering and word-walk clips. Do not borrow the source’s “easiest” claim.

Actual viewer comments

is there a widget for this for traditional chinese?0 likes · @moji.learn source ↗
I want it on android😭😭8 likes · @moji.learn source ↗

One source asks viewers to comment WIDGET, so keyword replies are prompted. Language and Android questions add more useful detail.

34 comments returned across 2 source videos.

Video counters and comments retrieved 13 October 2026. Counters are snapshots, not conversion measures. Promoted app names follow source footage, captions, or creator replies. Video analysis runs separately in Dash; the highlighted comments come from our Treg sample. Up to 50 comments requested per source; this is not a random or complete sample. Quotes preserve the original spelling. Comment links may open the source video if TikTok does not focus the comment. Analysis describes proposed mechanisms, not measured causes.

04 / Marketing operations · Built for scale

The interface.
The system behind it.

We’re building AI agents for research, drafts, and reply options.
Automate repeat work. Keep people in control.

Outreach blueprint with built components, pending setup, and planned agent workflows
Dash creator outreach interface
DASHUNDER THE INTERFACE
05 / Revised proposal after Joseph’s talk

Prove a format.
Then expand the campaign.

01

One audience.
2–5 creators.

Start with real learners speaking to camera. Use paid trials and specific feedback.

02

Test hooks.
Show the product.

Change one main variable. Track views → installs → useful app use → purchases.

03

Expand what
converts.

Repeat a format that brings customers. Keep the same promise in the video, store page, and app.

06 / Ideas we think could work

Ideas to test.
After we find a winning format.

Hevy CTA Slide Generator by Clipvex — external reference

External example · Hevy / Clipvex

A shared format.
Many creator versions.

We saw this approach in large UGC campaigns.

Explore a generator for Lock In Chinese after we find a format that converts.

Early setup

I have started setting up a small farm at home.

07 / Later plan · Paid growth

More tests.
Better marketing decisions.

Build an in-house marketing team to run tests and collect useful data. Own the tools wherever practical.

Tools in useResearch

Use videos and comments to choose what to test.

Build the teamCreators

Compare hooks and formats. Record what changes.

Build the feedbackMeasure

Record spend, installs, use, and purchases. Choose the next test.

↶
Every result informs the next test.

Shared tools · Consistent measures · Results by app and audience

08 / Later plan · Turkish advertising support
Up to
70%

of eligible ad spend
reimbursed.

50% base + 20 points for target countries

Subject to eligibility, designated markets, caps, and approval. Our eligibility is not yet confirmed.

You’ve probably seen
Turkish studios
on the charts.

Our plan: paid tests → better evidence → repeat what works.

Sources + conditions ↗
09 / Build our own operation

The first kickstart.

Founder

Product.
Tools. Budget.

Set the audience and judge the results.

Campaign manager

Creators.
Briefs. Feedback.

Recruit creators, give daily feedback, manage Discord, and record test results.

Creators

Record.
Post. Improve.

Make credible videos and use the feedback.

10 / More projects · More evidence

More projects to test.
More evidence to learn from.

I am part of Hacka Network ↗.

01

Our own apps.

Start with Lock In Chinese. Record the tests and results.

02

Comparable tests.

Use shared tools and consistent measures. Keep results specific to each app and audience.

03

More founders.
More projects.

Once it works, bring more apps from the network to test what transfers.

NOKTA / LOCK IN CHINESE