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Run content like a team of twenty-five.

Scaler is an AI short-form marketer. It studies what is already winning in your niche, builds your version with frontier models, ships it on a schedule, and reports the revenue each post produced.

You've got a business to run, not a content team to manage

Showing up everywhere is a full-time job, and you already have one.

To do it yourself you're paying for a scheduler, a video generator, a slideshow app, an editor, a stock library and an analytics dashboard. Six logins, six subscriptions, and you're the one holding it together. Every single week.

The old stack

Six tools, and the answer still isn't in any of them.

Schedulersign in$30/mo
Video generatorsign in$89/mo
+ your time, every week · 12+ hrs
Slideshow makersign in$29/mo
Editor and captionssign in$25/mo
+ logins and UIs to learn · 6 apps
Stock and UGC librarysign in$110/mo
Analytics dashboardsign in$49/mo
Around $330 a month, and it still can't tell youwhich post made the money
One brief replaces all of it

Tell it once. It handles the rest.

SScaler
● AI short-form marketer · online
YouTake short-form off my plate. Go.
S On it. Watch me work.
Researched what's landing in your niche
scanned the outliers, not the averages
Cloned the structure, not the clip
same beats, your product, your voice
Drafted this week's slate
scored and ranked before you see them
Scheduled and tagged every one
nothing ships without a tracked destination
with you, or completely on its ownyou review, you never produce
How it works

Grow your socials without posting.

Four moves, running on a schedule, getting sharper each cycle. You approve or you ignore. Either way it keeps going.

01 · Research

Find what is already going viral in your niche

Outliers only. The formats and hooks gaining velocity right now, broken down into the structure that made them work.

02 · Create

Build your version with frontier models

One canvas, the right model for the job, on brand every time. No prompt skills, no editor, no agency.

Sora 2 ProVeo 3.1Seedance 2.0GPT Image 2Nano Banana 2
03 · Distribute

Post on a schedule, across your platforms

Slotted into the right time for your audience, every day, without you touching a calendar.

04 · Improve

Learn from real performance data

Not just views. What earned attention, what earned intent, and what earned money, fed back into the next slate.

Every format

Whatever the job needs, one ask away.

Teardowns, slideshows, AI UGC, product shots, infographics, comparisons, unboxings. Create any type of content and replicate any trend. This is a subset, there are more categories inside, and new ones land every week.

48formats live, and counting
Studio

Describe it, or pick a format.

One canvas for any video or image. Say what you want in plain English, or start from a format that already went viral in your category.

No prompt skills. No editor. No agency.

Plain-English briefs

Say what you want. The system handles the prompt engineering behind it.

Proven formats

Start from a structure that already travelled in your niche, not a blank canvas.

Frontier models

The right model chosen per job, so you're never paying video rates for a still.

Publish from the canvas

Schedule or ship any result without leaving the surface you made it on.

Sora 2 ProVeo 3.1Seedance 2.0GPT Image 2Nano Banana 2and more
AI Studioyou, or Scaler, can run this
Veo 3.1 9:161080p24s
+Generate 4
Outcomes

Make every video drive results for your business.

Reach millions of new viewers

Create videos by remixing viral formats already proven to drive views, reach millions of new viewers, and grow your audience across every platform you care about.

Turn viewers into real fans

Stay consistent everywhere, grow month over month, and build a brand people recognise. Consistency is the whole trick, and it's the thing humans are worst at and machines are best at.

Reach your business goals

Turn ideas into videos that drive real results. More leads, more signups, more revenue, without the production costs or the hiring round.

Turn your brand into a content machine

Feed in your brand assets, voice and rules once. Every video after that looks and sounds like you, at any volume, without a review cycle spent on tone.

Engineer virality instead of hoping for it

Virality isn't luck, it's structure. Hook, tension, payoff, timing. Structure can be studied, copied and tested at volume. That's engineering, not creativity.

Drive down cost per acquisition

Paid gets more expensive every quarter. Organic short-form has no media cost, so the only question is whether it converts, and that's precisely the question Scaler answers.

AI decisioning

Marketing looks different here.

It decides what to make next. You review, or you don't.

Most tools wait for instructions. This one doesn't.

It picks the next slate

Reads what performed, what stalled and what's rising, then chooses without asking.

It kills its own weak work

A hook floor and your brand rules block most drafts before they ever reach you.

It refuses unsourced claims

If a number isn't in the corpus with a link and a date, the script writes around it.

It compounds

Every outcome becomes a label. Winners get cloned into variants, losers get retired.

Start posting →
Decision log · your accountlive
runningyou were not asked about any of this
On autopilot

The calendar runs itself.

Set your voice once, then it keeps them coming. Every post gets slotted into the right time for your audience, every day, across every account. With you, or completely on its own.

27 July to 2 August 202617 posts scheduled across 9 accounts
auto-schedulingtiktokshortsreels
Next post in 37 minSlotted at peak time per account
Unified analytics

See what's working, and which post did it.

Every account and platform side by side, competitors next to your own posts, in one view. Then the row nobody else can give you: this specific video, and the money it made.

Everyone can tell you revenue went up. We can tell you which video did it.

Per post, not per week

Account totals moving is a correlation. A post with customers attached to it is an answer.

Every account, one view

Compare platforms and accounts side by side, no tab switching.

Competitor tracking

Watch any public account next to your own and see what they're running.

Clone what works

It tells you which hook to run next, from your posts and not a generic library.

tiktokyoutube
Views · last 30 days
3.36M ↗ +28%
vs 2.62M the month before
Live
Engagement
5.8% +0.6pt
Followers
12.4K +18%
Posts
380 +41
Revenue traced
$41.2K +34%
PostViewsClicksRevenue
Paywall breakdown · teardown9.4K284$4,120
Onboarding autopsy · teardown22.1K211$2,880
This vs that · comparison14.8K176$1,940
POV scenario · trend remix412K164$38
Sound-led cut · trend remix186K71$19

Representative dashboard, shown to explain the report.

The only comparison that matters

One of these you'd screenshot. The other one paid your rent.

Making the content got easy. You can generate a hundred videos this afternoon for the price of lunch. Knowing which of them produced a customer is the part nobody hands you, so everybody optimises the number they can see instead.

What everyone else reports✗ unprovable
4.1M
views · 90 days
View rate62.4%
Like-to-view4.1%
Followers added18,400
Save rate0.2%
Click rate0.04%
Customers you can name0
A quarter that looked incredible in every screenshot. Huge reach, plenty of likes, almost no intent. At the end of it you still can't say whether a single dollar came from any of it.
What Scaler reports✓ traced to posts
$320K
revenue traced to specific posts · 90 days
Posts that earned anything31 of 214
Save rate on the winners6.8%
Click rate on the winners3.02%
Customers traced2,140
Revenue per 1,000 views$78.05
Cost per customer$0.94
Thirty-one posts out of two hundred did all the work. Saves and clicks flagged them within days, long before the money arrived, so the machine made more of those and retired the rest.
And here is one post, all the way through.
the unit everyone else stops short of
Published
1
Paywall breakdown, 24 seconds, tagged before it went live
Views
9,410
Not a big number. Nobody would screenshot it.
Clicks
284
Through its own tracked destination, not a shared link
Customers
31
Matched in your payment processor, by name
This post earned
$4,120
Not the account. Not the week. This video.
Account totals moving is a correlation. A post with customers attached to it is an answer.

Representative report, shown to explain the model.

What we measure

Four layers of signal. Only one of them pays.

Views tell you the algorithm liked it. Saves tell you a human did. Clicks tell you they wanted it. Only the last layer tells you anything about your business, and it's the layer nobody else reports.

Layer 01 · Reach
Did it get shown?
  • Impressionsvolume
  • View rate%
  • Avg watch timesec
  • Completion rate%
Layer 02 · Attention
Did a human care?
  • Like-to-viewratio
  • Comment rate%
  • Share rate%
  • Retention curveshape
Layer 03 · Intent
Did they want it?
  • Save rate%
  • Follow rateper 1K
  • Click rate%
  • Profile visitsper 1K
Layer 04 · Revenue
Did it pay?
  • Trials startedcount
  • Customers tracedcount
  • Revenue / 1K views$
  • Cost per customer$
Pricing

Cheaper than the analytics dashboard that can't answer the question.

Two things are metered: credits, which cover what you make, and tracked posts, which cover what we account for. Accounts are unlimited on every plan, and so is attribution.

Monthly Yearly save 17%

Signal

$49
$41/mo
Start posting
What's included
  • 300 credits a month
  • 30 tracked posts a month
  • Unlimited connected accounts
  • Unlimited projects and brands
  • Studio, every format, every model
  • Post-level revenue attribution
  • Autonomous decisioning

Engine

popular
$149
$124/mo
Start posting
What's included
  • 1,000 credits a month
  • 120 tracked posts a month
  • Everything in Signal
  • Autonomous decisioning
  • Competitor tracking
  • Format benchmarks for your category
  • Brand rules and claim enforcement

Compound

$399
$331/mo
Start posting
What's included
  • 3,000 credits a month
  • 400 tracked posts a month
  • Everything in Engine
  • Cross-brand performance comparison
  • Hold-out tests for incremental lift
  • Unlimited team workspaces

Agency

$899
$746/mo
Start posting
What's included
  • 8,000 credits a month
  • 1,200 tracked posts a month
  • Everything in Compound
  • White-labelled client reporting
  • Priority render queue
  • Direct line to the founder

Accounts are free on every plan.

We don't rent you phones, we don't sell you warmed accounts, and we don't charge you for the places your content goes. Connect as many as you like, they stay yours, and you can take them with you. The only things we meter are the two we actually pay for: generating the work, and accounting for it.

Unlimitedconnected accounts
Unlimitedprojects and brands
Every planpost-level attribution
GATE
FREE

The gate is free, and killed drafts are refunded.

Scaler deliberately kills most of what it drafts. Weak hooks, unsourced claims, off-brand assets: they die before you ever see them, and that's the point of having a gate at all. So you don't pay for them. Scoring costs nothing, rejected drafts are credited straight back, and credits only leave your balance when something publishes. A tracked post is only counted once it is live and wired. Every other credit-priced tool charges you for output you threw away.

Or hand the whole thing over.

Prefer not to touch it at all? We take the account, build your category's fact corpus by hand, run the channel and send you the numbers. A small number of managed slots open at a time, because setup is hands-on.

Talk to us
Private preview

Short-form, handled. Start posting.

Access opens in small groups so every account gets set up properly. Tell us what you're selling and we'll come back with whether it's a fit.

No card · no sales call · a real reply
A letter from the founder

Hi.

You just scrolled past a pricing table, so before you decide, here's why this thing exists at all.

I've been building things for about ten years. Most of them worked technically and died anyway, not because the product was bad, but because I was good at making the thing and terrible at telling anyone about it. Every single time, the post-mortem said the same word: distribution. And every single time I told myself I'd fix it on the next one.

So I built the tool I needed. Then about six months in I noticed something that changed what I was building.

Making content is no longer the hard part. It hasn't been for a while. You can generate a hundred videos this afternoon for the price of lunch, and there are two dozen good companies competing to make that cheaper still. That entire problem is solved.

Here's what nobody solved: nobody knows which video produced a customer. Not the platforms, because they'll show you views and views are what they want you optimising. Not the tools, because they're paid per post, so telling you most of your posts did nothing is directly against their interest. Not you, because half the answer lives on TikTok and the other half lives in your payment processor, and there is no wire between them.

That wire is the whole company. Everything else on this page, the research, the models, the scheduling, the brand rules, exists to produce one number: which post paid for itself. Once you have that number, content stops being a faith exercise and becomes a channel you can actually run.

I'm not going to pretend to be a big company. Access opens in small groups because setting this up properly is hands-on, and doing it badly at scale would produce exactly the generic slop this exists to replace. When you write in, you get me.

Yours,
Judd · Founder, Scaler · Sydney
P.S. Replies come from my actual inbox. There's nobody else here to route them to, which is either the best or the worst thing about working with us this early. Probably both.
Still thinking about it

Every reason you're about to say no.

Written out properly, in your words, and answered. If you get to the bottom and one is still standing, reply and tell me. That's genuinely useful to me.

I don't have time to manage another tool.

Then don't. Turn decisioning on and it picks the slate itself. You get a weekly queue to glance at, which takes about four minutes, and you can skip that too. The comparison isn't Scaler versus nothing, it's Scaler versus the twelve hours a week you're currently not spending on this at all, which is why your channel is where it is.

AI content looks like AI content.

Most of it does, because most of it is a text prompt turned into a stock-looking clip with a robot voice on top. The tell for AI slop isn't the tooling, it's the absence of anything specific. Generic content looks generated because it is generic.

Specificity is the fix, and specificity is exactly what a corpus of sourced facts about your product produces. Real captures, real claims, real numbers with links behind them.

Credits are a trap. I'll burn through them on failures.

That's the correct fear and it's why the gate is free. Scoring costs nothing, and if a draft gets killed for a weak hook or an unsourced claim, the credits go back. Credits only leave your balance when something publishes. You are never paying for output you threw away, which is the exact complaint under every other credit-priced tool in this category.

I've tried short-form before and it did nothing.

Almost certainly true, and here's the honest diagnosis. You posted inconsistently for six to ten weeks, nothing obvious happened, and you stopped, because you had no way of telling whether it was working. Without measurement, quitting is the rational decision. You can't distinguish "this doesn't work" from "this hasn't compounded yet," so you cut it.

That's the actual failure. Not the content, the blindness. If you'd been able to see that post nine drove eleven signups you would never have stopped at week eight.

Isn't this going to get my accounts banned?

Everything publishes through the platforms' own official APIs with your authorisation, the same door Buffer, Later and Hootsuite use, and the same door the platforms built for exactly this. No spoofed devices, no residential proxies, no engagement pods, no purchased accounts, nothing that violates anyone's terms.

Everyone else charges per account. Why don't you?

Because accounts are a commodity and charging for them is a way of billing you for the same content twice. Renting warmed phones at ninety dollars a month is a real business, it just isn't this one. You bring the accounts, we meter the two things that cost us money: generating the work and accounting for it. If someone offers to sell you reach by the account, ask them which of those accounts produced a customer.

Why should I pay more than the cheaper tools?

Because they sell you posts and this sells you posts that are accounted for. Compare it to what you're really replacing instead: roughly $330 a month of subscriptions before your time, a freelance editor at $2,000 to $5,000 who doesn't research or measure, an agency retainer from about $4,000, or a junior marketing hire at $60,000 a year where you'd still be deciding what to make.

And the coverage question. If you charge $15 a month, Engine pays for itself at ten subscribers. Ten, once, and everything after that is margin.

Can't I just do this myself with ChatGPT?

You can do the writing part, yes, and it'll be fine. What you can't do is find the outlier formats in your category this week, render them, publish them on a cadence for ninety consecutive days, mint a tracked destination for each one, join those to your payment processor, and feed the outcomes back into what gets made next.

The generation was never the moat. The loop is. And loops don't survive contact with a founder's calendar. That's not a criticism, it's what happens to every manual content process ever attempted by someone with a product to ship.

My niche is too boring or too technical for short-form.

Possibly. Some categories genuinely are, and if a single video can't move a purchase decision for what you sell, no amount of volume fixes that. But "boring" is usually a distribution assumption rather than a fact. Accounting software, cold email, procurement and tax compliance all have people doing very well right now, because the thing that travels is the specific insight, not the glamour of the subject.

What if I hate the content?

Then it doesn't publish, and the credits come back. Every slate lands with you before anything goes live, and killing something costs you one click. Brand rules, banned claims, tone and things you never want said get set once and enforced on every asset after that.

What happens if I want out?

You cancel and it stops at the end of the period. No notice, no exit interview, no "let me put you on pause instead," no cancel flow buried in a settings page. Your accounts are yours, your content is yours, your tracking links keep resolving, and I'd rather you left cleanly and told people it was painless.

Why is access limited?

Because setup is hands-on: your voice, your claims and your tracking, done properly. Doing that badly at volume would produce exactly the generic output this exists to replace. It also means the people in early get a founder who answers his own email, which stops being true eventually.

I'll come back to this later.

You won't, and we both know it. This is the fourth tab of its kind you've opened this quarter. The thing that makes short-form expensive isn't the subscription, it's the compounding you didn't start. An account publishing for six months outranks and outreaches one that started yesterday, and that gap only widens. The cheapest day to start was a year ago. The second cheapest is today.

Nothing left to object to?

Then the only question is whether short-form can produce customers for what you sell. Sixty days answers it, and one click ends it.

Start posting
Questions

Before you ask.

What is a credit?

One unit of generation. Stills cost less than video, and long video costs more than short, so the model chosen for the job determines the price. Scoring and rejected drafts cost nothing.

What is a tracked post?

A post that publishes with its own tracked destination wired through to your payment processor, so revenue can be matched back to it. It is only counted once it is live. Drafts, rejects and anything the gate kills are never counted.

How many accounts can I connect?

As many as you want, on every plan. We don't sell devices or accounts, you bring your own, they stay yours, and you can take them with you. Accounts are not a metered resource here.

Do I have to be on camera?

No, and you never will. Faceless formats: your product on screen, voiceover, motion and text. No avatars pretending to be you, no stock creators reading your script.

What does "engineer virality" actually mean?

That spread is structural, not magical. Hook in the first two seconds, tension, payoff, timing. Those are variables. Scaler studies which combinations travel in your category and runs them deliberately instead of guessing.

How does revenue attribution work?

Every post is issued its own tracked destination before it publishes. That carries through to your payment processor, so a purchase can be matched back to the post that caused it, alongside the reach, attention and intent metrics for the same asset.

Who is this for?

Anyone who needs a short-form channel and doesn't have a content team: consumer apps, SaaS, DTC brands, agencies running client accounts, and solo founders. If a single video can move a purchase decision for what you sell, it fits.

Stop counting views.
Start counting customers.

Start posting