Outlier

Stop guessing. Film what already broke the line.

Outlier finds the competitor videos that beat their own channel's normal, reads what their audience keeps asking, and turns both into your next script.

Big views prove nothing. Beating your own normal does.

A million views on an account that always gets a million is a normal Tuesday. Outlier divides every video's views by its own channel's median, so the videos that genuinely broke out rise to the top, whether the account is huge or tiny.

444,300views on one video
÷ 1,000its channel's median
444×an outlier worth studying

From someone else's breakout to your next script

Track

Add the accounts in your niche worth learning from. Each scrape reads their last 50 videos and measures every one against that account's own median.

Illustration

Spot

Every outlier gets its hook broken down from the cover and the opening words: what kind of hook it is, why it stopped the scroll, and a template you can reuse. Worn-out lines get flagged so you don't copy them.

444×Visual hook

A green wax piece pushed right into the lens, slightly blurred, with the maker behind it. The odd object up close makes people stop to work out what it is.

Template: Open by pushing [unfinished piece] into the lens, then pull focus to [finished version].

Listen

Comments under the outliers are sorted into questions, pain points and requests about your niche. Off-topic chatter is left out, and questions nobody answered are marked.

  • “Bro can I get grillz even if I got braces ?”Question
    12,738
  • “How do you make it silver hard”Question
    2,498
  • “Do u do full teeth ones”Question · no replies
    782

Write

Ten ideas at a time, each with a proof line calculated from your data, never written by AI. Pick one and get a talking script or a no-voiceover shot list, in your language and your voice.

Wax to silver: the step every grillz video skips

Proof: 444.3× outlier on a grillz account (+3 more) · 6 audience asks (4.7K likes)

No-voiceover shot list, 30 seconds

  1. 0–1sOverhead macro. A fingernail presses into the green wax bar and leaves a dent.Text: “How do you make it silver hard”
  2. 1–2sSame framing. The finished silver bar drops into the spot and clinks.Text: “How do you make it silver hard”
  3. 28.5–30sBack to the opening frame. The fingernail presses the silver. No dent. Loops.Text: “Comment NEXT for the polish part”

Hook, comments, idea and shots on this page are real output from a grillz account's research, with competitor names removed.

Built to not make things up

Here's a real script it wrote, marked up. Three things it does every time.

It leaves your facts to you.

Anything only you know becomes a blank to fill in, instead of a made-up number you might film.

0–3sDental school? Nah. This was my first grill.

3–15sPeople keep asking how you even get into this. For me it started with [how you got into it]. No dental school. No lab. Just [your first setup].

It skips the AI voice.

The lines viewers have learned to scroll past never make it into your script.

Never written

  • Let’s dive in.
  • Here’s the thing:
  • It’s not just a grill, it’s a statement.
  • A total game-changer.

It tells you its weakest line.

Every script ends with an honest critique: what's most likely to lose viewers and how to fix it.

Critique

“And I put it all in my ebook on how to make grillz.”

It interrupts the reveal right before the payoff. Move it to a pinned comment, film both versions, and compare how many people watch to the end.

Two plans. Start free for 7 days.

Starter

For a creator with a few competitors to learn from.

$19a month

  • 3competitors tracked
  • 6competitor scrapes a month
  • 3comment mining runs a month
  • 40evidence-backed ideas a month
  • 15scripts a month, talking or no voiceover
  • 15checks of scripts you wrote yourself
  • 6reviews of your own posted videos
  • 4refreshes of your own channel vs your niche
Start 7-day free trial

Pro

For posting often, or watching a wider field.

$49a month

  • 8competitors tracked
  • 20competitor scrapes a month
  • 10comment mining runs a month
  • 150evidence-backed ideas a month
  • 50scripts a month, talking or no voiceover
  • 50checks of scripts you wrote yourself
  • 20reviews of your own posted videos
  • 10refreshes of your own channel vs your niche
Start 7-day free trial

Both plans start with a 7-day free trial. We ask for a card, and you're only charged if you keep going after day 7. The trial includes 3 competitors, 3 scrapes, 20 ideas, 5 scripts, 3 script checks, 2 video reviews and 1 look at your own channel. Switch plans or cancel any time from your billing page. Prices in US dollars.

Questions

What counts as an outlier?

A video that got at least twice its channel's median views, measured over that channel's last 50 videos. Pinned videos and videos younger than two days don't count toward the median, so they can't skew it. Because it's relative, a small account's breakout shows up as clearly as a big account's.

Do I need to connect my TikTok account?

No. You add the public accounts you want to learn from, and Outlier reads their public videos and comments. It never posts anything and never asks for your TikTok login.

Where do the ideas and scripts come from?

From the evidence on your dashboard: the outlier videos, their hooks, and the most-liked questions under them. Each idea shows exactly which videos and comments it is built on. Scripts are written in your voice and language, and anything only you know, like your price or your story, is left as a placeholder for you to fill in.

Talking script or no voiceover?

Both. A talking script gives you the lines, on-screen text and shots for each section. A no-voiceover script is a timed shot list with text cards and sound direction, for niches where videos win on visuals and text over music.

Which languages does it write in?

The one you set in your profile. Scripts are written the way native speakers talk on TikTok, not translated from English.

What happens after the trial?

On day 7 your card is charged for the plan you picked, unless you cancel before then. You can cancel or switch plans any time from your billing page; a cancelled plan runs until the end of the month you paid for.

Is this affiliated with TikTok?

No. Outlier is an independent tool and is not endorsed by TikTok.

Your niche already ran the experiment.

Read the results, then film the next one.

Start 7-day free trial