The outlier library

TikTok outliers for apps like yours.

A TikTok outlier is a post that ran far past its own account's usual reach. Every post here did - then Handler scored it, tagged it and broke down how it is built. Study the structure. Then dupe it for your brand.

The library holds 4,706 scored app posts, posted between June 2020 and October 2026. The median post pulled 245K views and scored 81x on outlier, and Silent UGC leads the format mix at 34%.

Health & Fitness apps

Collections by app niche

Hand-built sets for the niches with the most outliers - each with its median reach, format mix and strongest posts broken down.

Language learning apps Workout tracking apps Calorie tracking apps AI study apps AI photo editing apps Bible study apps Personal finance apps Dating apps All collections

This week on TikTok

The week's biggest breakouts, scored and grouped by industry.

See the board ->

New this week

Fresh outliers

A gatekept secret hook you can use to market a B2B app - opening in bed claiming you must delete the video, then walking through a high-income automated creation workflow on screen.

25× outlier

25K views

B2B·Talking Head

A gatekept secret hook you can use to market a B2B app - opening in bed claiming you must delete the video, then walking through a high-income automated creation workflow on screen.

A relationship POV hook you can use to promote a lifestyle app - open on an exhausted crying face, then reveal the extreme pushup minigame required to turn off the morning alarm.

356× outlier

233K views

Lifestyle·App Demo

A relationship POV hook you can use to promote a lifestyle app - open on an exhausted crying face, then reveal the extreme pushup minigame required to turn off the morning alarm.

A silent reaction hook you can use to market an entertainment app - pair a trending pop culture event with an insulting personal stat to drive curiosity.

158× outlier

234K views

Entertainment·Silent UGC

A silent reaction hook you can use to market an entertainment app - pair a trending pop culture event with an insulting personal stat to drive curiosity.

A problem-resolution rescue demo you can use to promote a mobile game - hook viewers with a stuck heavy vehicle, then show the step-by-step winching recovery mechanic.

5× outlier

30K views

Games·App Demo

A problem-resolution rescue demo you can use to promote a mobile game - hook viewers with a stuck heavy vehicle, then show the step-by-step winching recovery mechanic.

A relatable relapse skit hook you can use to promote a health & fitness app - acting out a late-night craving, checking a streak tracker, giving in, and resetting.

5× outlier

13K views

Health & Fitness·Silent UGC

A relatable relapse skit hook you can use to promote a health & fitness app - acting out a late-night craving, checking a streak tracker, giving in, and resetting.

5× outlier

39K views

B2B·App Demo

A utility demo hook you can use to market a B2B app - open on an aesthetic desk setup, cut immediately to screen capture, and deliver an instant 3D render payoff with zero signup friction.

A relatable emotional hook you can use to market a lifestyle app - it opens on a tearful face with a relationship caption, then cuts to the live widget note on screen.

159× outlier

462K views

Lifestyle·Silent UGC

A relatable emotional hook you can use to market a lifestyle app - it opens on a tearful face with a relationship caption, then cuts to the live widget note on screen.

A street-interview reaction hook you can use to market a B2B app - open on an outrageous side-hustle income claim, then demo the exact screen workflow to recreate it.

117× outlier

95K views

B2B·App Demo

A street-interview reaction hook you can use to market a B2B app - open on an outrageous side-hustle income claim, then demo the exact screen workflow to recreate it.

A social competition hook you can use to grow a health & fitness app - pair real-life walking footage with relatable stakes, then cut to the gamified leaderboard to spark friendly FOMO.

1275× outlier

1.2M views

Health & Fitness·App Demo

A social competition hook you can use to grow a health & fitness app - pair real-life walking footage with relatable stakes, then cut to the gamified leaderboard to spark friendly FOMO.

A sentimental couple hook you can use to promote a lifestyle app - open on emotional cuddle footage with longing text, then cut directly to sending a live drawing widget.

1080× outlier

2.5M views

Lifestyle·Silent UGC

A sentimental couple hook you can use to promote a lifestyle app - open on emotional cuddle footage with longing text, then cut directly to sending a live drawing widget.

A reaction-to-screen demo hook you can use to promote a B2B app - an exaggerated sibling drama hook cuts directly into an interactive quiz built with the platform.

755× outlier

6.5M views

B2B·App Demo

A reaction-to-screen demo hook you can use to promote a B2B app - an exaggerated sibling drama hook cuts directly into an interactive quiz built with the platform.

A fake text prank hook you can use to market an entertainment app - it showcases generating an absurd AI photo prompt and texting it to a dad for a funny reaction.

973× outlier

7.4M views

Entertainment·App Demo

A fake text prank hook you can use to market an entertainment app - it showcases generating an absurd AI photo prompt and texting it to a dad for a funny reaction.

A comedic pronunciation fail hook you can use to market an education app - show an exaggerated crying reaction, cut to botched app speech practice, then reveal the brutally low score.

106× outlier

1.1M views

Education·Talking Head

A comedic pronunciation fail hook you can use to market an education app - show an exaggerated crying reaction, cut to botched app speech practice, then reveal the brutally low score.

A reaction-to-utility hook you can use to market a lifestyle app - open on shocked disbelief before cutting directly to an instant recipe-extracting iOS share-sheet workflow.

288× outlier

1.3M views

Lifestyle·App Demo

A reaction-to-utility hook you can use to market a lifestyle app - open on shocked disbelief before cutting directly to an instant recipe-extracting iOS share-sheet workflow.

A relatable student trauma hook you can use to promote an education app - draw an infamous physics diagram on a digital tablet while syncing panicked audio, then stamp the app name.

162× outlier

1.2M views

Education·App Demo

A relatable student trauma hook you can use to promote an education app - draw an infamous physics diagram on a digital tablet while syncing panicked audio, then stamp the app name.

A viral debunk hook you can use to promote a B2B app - stitch an outrageous lecture clip promising easy money, then walk through testing the workflow on-screen to prove it works.

298× outlier

1.6M views

B2B·App Demo

A viral debunk hook you can use to promote a B2B app - stitch an outrageous lecture clip promising easy money, then walk through testing the workflow on-screen to prove it works.

A relatable panic hook you can use to market an education app - it pairs a high-stress student persona with visual distraction to drive massive comment volume while tagging the tool.

120× outlier

4M views

Education·Talking Head

A relatable panic hook you can use to market an education app - it pairs a high-stress student persona with visual distraction to drive massive comment volume while tagging the tool.

A roleplay prompt hook you can use to promote an education app - open on an absurd study framing, demonstrate the conversational AI tutor breaking down notes, and reveal the website screen.

810× outlier

1.4M views

Education·Talking Head

A roleplay prompt hook you can use to promote an education app - open on an absurd study framing, demonstrate the conversational AI tutor breaking down notes, and reveal the website screen.

A hidden-feature hack hook you can use to promote a health & fitness app - calling out expensive subscriptions before screen-recording a free, unexpected in-app alternative.

1425× outlier

1.3M views

Health & Fitness·App Demo

A hidden-feature hack hook you can use to promote a health & fitness app - calling out expensive subscriptions before screen-recording a free, unexpected in-app alternative.

A funny mispronunciation hook you can use to promote an education app - show a learner butchering a strange prompt while an AI tutor reacts with shocked humor.

182× outlier

1.2M views

Education·Talking Head

A funny mispronunciation hook you can use to promote an education app - show a learner butchering a strange prompt while an AI tutor reacts with shocked humor.

A manifestation prayer hook you can use to market a lifestyle app - speak direct wealth affirmations to the viewer for twenty seconds, then bridge into daily audio sessions inside the tool.

3403× outlier

2M views

Lifestyle·Talking Head

A manifestation prayer hook you can use to market a lifestyle app - speak direct wealth affirmations to the viewer for twenty seconds, then bridge into daily audio sessions inside the tool.

A comedy sketch hook you can use to promote an education app - alternating rapid-fire translations with a dramatic crying reaction to highlight an absurd linguistic quirk.

215× outlier

3.1M views

Education·Talking Head

A comedy sketch hook you can use to promote an education app - alternating rapid-fire translations with a dramatic crying reaction to highlight an absurd linguistic quirk.

A retail discovery hook you can use to promote a lifestyle app - open on a disbelief face about a grocery chain, then walk through an interactive setup flow generating budget meals.

4644× outlier

11M views

Lifestyle·App Demo

A retail discovery hook you can use to promote a lifestyle app - open on a disbelief face about a grocery chain, then walk through an interactive setup flow generating budget meals.

274× outlier

3.4M views

Lifestyle·Silent UGC

A silent curiosity hook you can use to market a lifestyle app - open on toxic obsession text, then tease an exclusive named method on the beat drop to force profile visits.

A fake text prank hook you can use to market an entertainment app - generate an exaggerated AI boyfriend edit, text it to dad, and show his panicked text reaction.

702× outlier

6.4M views

Entertainment·App Demo

A fake text prank hook you can use to market an entertainment app - generate an exaggerated AI boyfriend edit, text it to dad, and show his panicked text reaction.

A relationship-nostalgia hook you can use to promote a lifestyle app - it opens on an intimate couple clip, then transitions into a seamless screen demo showing real-time widget updates.

340× outlier

1.2M views

Lifestyle·App Demo

A relationship-nostalgia hook you can use to promote a lifestyle app - it opens on an intimate couple clip, then transitions into a seamless screen demo showing real-time widget updates.

A split-screen translation hook you can use to grow an education app - a creator asks how to translate simple words, triggers an aggressively loud in-app voiceover, and builds to a complex tongue-twister payoff.

2126× outlier

7.6M views

Education·App Demo

A split-screen translation hook you can use to grow an education app - a creator asks how to translate simple words, triggers an aggressively loud in-app voiceover, and builds to a complex tongue-twister payoff.

A suggestive conversation hook you can use to promote an education app - a user interacts with a cheeky AI voice that turns an innocent activity into a series of double entendres.

483× outlier

1.6M views

Education·App Demo

A suggestive conversation hook you can use to promote an education app - a user interacts with a cheeky AI voice that turns an innocent activity into a series of double entendres.

An interactive app-demo hook you can use to grow an education app - it features a user conversing with an AI tutor that suddenly delivers a wildly inappropriate, shocking double-entendre response.

334× outlier

1.1M views

Education·App Demo

An interactive app-demo hook you can use to grow an education app - it features a user conversing with an AI tutor that suddenly delivers a wildly inappropriate, shocking double-entendre response.

A 2-slide transformation hook you can use to promote a lifestyle app - open on an unconventional current look with provocative text, then swipe to reveal the conventional past look.

548× outlier

6.7M views

Lifestyle·Slideshow

A 2-slide transformation hook you can use to promote a lifestyle app - open on an unconventional current look with provocative text, then swipe to reveal the conventional past look.

A curated aesthetic slideshow you can use to promote a lifestyle app - showcase side-by-side story grid layouts paired with vintage filters to trigger high bookmark intent and preset recreation.

102× outlier

1.1M views

Lifestyle·Slideshow

A curated aesthetic slideshow you can use to promote a lifestyle app - showcase side-by-side story grid layouts paired with vintage filters to trigger high bookmark intent and preset recreation.

A cozy setup hook you can use to promote a mobile game - combining a high-intrigue true crime premise text overlay with immersive, notebook-scribbling gameplay footage.

9031× outlier

3.8M views

Games·Silent UGC

A cozy setup hook you can use to promote a mobile game - combining a high-intrigue true crime premise text overlay with immersive, notebook-scribbling gameplay footage.

128× outlier

1.1M views

Other·Talking Head

A sympathy-driven talking-head hook you can use to promote a custom woodwork brand - open on a vulnerable personal plea to not scroll, then showcase high-quality patriotic products.

A relatable POV hook you can use to promote a lifestyle app - open on morning misery, show the phone demanding squats, then timelapse completing the physical challenge to stop the ringing.

1096× outlier

4.3M views

Lifestyle·Silent UGC

A relatable POV hook you can use to promote a lifestyle app - open on morning misery, show the phone demanding squats, then timelapse completing the physical challenge to stop the ringing.

A real-life prank hook you can use to promote an entertainment app - a sleeping partner is woken at 5am by a singing virtual character, capturing his groggy, confused reaction.

213× outlier

40M views

Entertainment·Other

A real-life prank hook you can use to promote an entertainment app - a sleeping partner is woken at 5am by a singing virtual character, capturing his groggy, confused reaction.

A subverted-lesson talking head you can use to market an education app - have a creator intensely mimic aggressive Italian swear words prompted by an on-screen UI.

215× outlier

1.5M views

Education·Talking Head

A subverted-lesson talking head you can use to market an education app - have a creator intensely mimic aggressive Italian swear words prompted by an on-screen UI.

A camera viewfinder demo you can use to market a lifestyle app - show the live in-app shooting process, then drop the high-aesthetic vintage photo results.

134× outlier

1.1M views

Lifestyle·App Demo

A camera viewfinder demo you can use to market a lifestyle app - show the live in-app shooting process, then drop the high-aesthetic vintage photo results.

A silent UGC demo you can use to promote a mobile game - open on a dramatic reaction shot, then cut to hands-on phone gameplay solving a missing person case.

575× outlier

1.2M views

Games·Silent UGC

A silent UGC demo you can use to promote a mobile game - open on a dramatic reaction shot, then cut to hands-on phone gameplay solving a missing person case.

A silent UGC hook you can use to promote a mobile game - projecting interactive in-game detective files onto a wall while persistent text teases a compelling true-crime premise.

12813× outlier

12M views

Games·Silent UGC

A silent UGC hook you can use to promote a mobile game - projecting interactive in-game detective files onto a wall while persistent text teases a compelling true-crime premise.

A reaction hook you can use to promote a mobile game - open on a dramatic gasp before panning down to interactive mystery gameplay framed as snooping through a phone.

601× outlier

1M views

Games·Silent UGC

A reaction hook you can use to promote a mobile game - open on a dramatic gasp before panning down to interactive mystery gameplay framed as snooping through a phone.

A high-stakes financial restart hook you can use to promote an AI video generator - opening with a bold income claim before demonstrating the step-by-step creation process.

440× outlier

2.5M views

Other·Talking Head

A high-stakes financial restart hook you can use to promote an AI video generator - opening with a bold income claim before demonstrating the step-by-step creation process.

A bait-and-switch meme hook you can use to promote a lifestyle app - open on a relatable crush line, cut to absurd high ratings for a public figure, and end with an app install card.

102× outlier

1.4M views

Lifestyle·Other

A bait-and-switch meme hook you can use to promote a lifestyle app - open on a relatable crush line, cut to absurd high ratings for a public figure, and end with an app install card.

A meme-first hook you can use to promote an education app - opening on a funny viral tweet before demoing the tool by translating comic panels in real-time.

303× outlier

3.5M views

Education·App Demo

A meme-first hook you can use to promote an education app - opening on a funny viral tweet before demoing the tool by translating comic panels in real-time.

A silent 9-second car-cabin loop you can use to market a finance app - displaying a couple's contrasting financial stats side-by-side to pit active investing against zero-investment savings.

299× outlier

1.4M views

Finance·Silent UGC

A silent 9-second car-cabin loop you can use to market a finance app - displaying a couple's contrasting financial stats side-by-side to pit active investing against zero-investment savings.

A fake-distress hook you can use to market a lifestyle app - starting with a crying face and 'No way' before transitioning into a click-by-click budget slider demo.

8285× outlier

6.5M views

Lifestyle·App Demo

A fake-distress hook you can use to market a lifestyle app - starting with a crying face and 'No way' before transitioning into a click-by-click budget slider demo.

A two-slide progression hook you can use to promote a health & fitness app - contrast a gym floor photo with a color-coded calendar grid featuring future years for comment bait.

179× outlier

1.9M views

Health & Fitness·Slideshow

A two-slide progression hook you can use to promote a health & fitness app - contrast a gym floor photo with a color-coded calendar grid featuring future years for comment bait.

A side-hustle comparison hook you can use to market an AI video generation app - it baits viewers with job alternatives, then walks through generating high-value content with your tool.

1004× outlier

4.6M views

Other·App Demo

A side-hustle comparison hook you can use to market an AI video generation app - it baits viewers with job alternatives, then walks through generating high-value content with your tool.

A silent comparison chart slideshow you can use to grow a health & fitness app - hook viewers with age-and-height benchmarks before displaying a mobile mockup predicting their future height.

136× outlier

1.4M views

Health & Fitness·Silent UGC

A silent comparison chart slideshow you can use to grow a health & fitness app - hook viewers with age-and-height benchmarks before displaying a mobile mockup predicting their future height.

A simulated text-prank hook you can use to market an AI photo generator - it opens on a wild visual, shows the fast generation, and plays out a high-stakes chat conversation.

336× outlier

2.4M views

Other·App Demo

A simulated text-prank hook you can use to market an AI photo generator - it opens on a wild visual, shows the fast generation, and plays out a high-stakes chat conversation.

A silent 12-second UGC format you can use to grow a lifestyle app - hooking long-distance couples with a sad relationship text overlay before showing a hand-drawn home-screen widget.

664× outlier

3.2M views

Lifestyle·Silent UGC

A silent 12-second UGC format you can use to grow a lifestyle app - hooking long-distance couples with a sad relationship text overlay before showing a hand-drawn home-screen widget.

A side-hustle arbitrage hook you can use to promote a B2B app - opening on a lazy summer-job question before detailing a step-by-step, multi-tool workflow that generates passive income.

2088× outlier

1.2M views

B2B·App Demo

A side-hustle arbitrage hook you can use to promote a B2B app - opening on a lazy summer-job question before detailing a step-by-step, multi-tool workflow that generates passive income.

A income-claim hook you can use to promote an AI video generation app - it opens on a high-figure side-hustle claim before walking through a step-by-step desktop tutorial.

248× outlier

1.4M views

Other·App Demo

A income-claim hook you can use to promote an AI video generation app - it opens on a high-figure side-hustle claim before walking through a step-by-step desktop tutorial.

A silent reaction hook you can use to market a lifestyle app - filmed as a creator reacting silently to a custom-coded, interactive date-invitation webpage.

1263× outlier

26M views

Lifestyle·App Demo

A silent reaction hook you can use to market a lifestyle app - filmed as a creator reacting silently to a custom-coded, interactive date-invitation webpage.

An AI-image prank demo you can use to market an entertainment app - a real-world payoff hook cuts to an in-app generation screen, followed by a dramatic text-story reveal.

311× outlier

2.9M views

Entertainment·App Demo

An AI-image prank demo you can use to market an entertainment app - a real-world payoff hook cuts to an in-app generation screen, followed by a dramatic text-story reveal.

A relatable office POV hook you can use to market a lifestyle app - it opens on someone sitting down at work before immediately abandoning their desk for a coffee break.

311× outlier

4.3M views

Lifestyle·Silent UGC

A relatable office POV hook you can use to market a lifestyle app - it opens on someone sitting down at work before immediately abandoning their desk for a coffee break.

11655× outlier

3.6M views

Other·App Demo

A high-drama gossip hook you can use to market an AI companion app - open on a shocked user reaction, then pan to an animated avatar delivering messy, fictional gossip.

How Handler scores an outlier

Outlier score: We set a post's views against the median views of its own account's recent posts, leaving out that account's single biggest hit so one old outlier cannot raise the bar. The further a post runs past its own median, the higher the score - so a small account's breakout ranks next to a big account's, and follower count never decides it.
Pull: Views say a post was seen. Pull says people acted on it. Shares and saves count most, comments next and likes least, all measured against views. A post needs at least 10,000 views and a Pull of 0.5% to enter the library at all.
What you see on a card: Bolts show how big the outlier is, stars show how strong the Pull is. Both come from the post's own public numbers, read when it was scored.

Want to dupe these outliers for your own app?

Handler doesn't just list the winners - it rebuilds them as your own. Your brand's AI creator, your product in every shot, the regeneration prompt and brand overlay done for you.