The always-on growth agent

Scaler moves first.

Give Scaler a growth goal. It finds the plays, runs them, measures what happened and compounds what works.

You set the goal and the limits once. Scaler decides what to try next and does it, without waiting for a prompt. Short-form runs end to end today.

Private preview · invite only
SScaler · Live auto · Mon 1:17 AM
GoalQualified SaaS founder signups
Attributed0
Latest decisionWatching your market
    play #0412
    Representative play, shown to explain the Live screen.
    01 · The difference

    Your tools wait. Scaler moves.

    Describe the video you want...
    9:16 · 1080pGenerate
    AI generators
    Make what you request.
    idlewaiting 4h 24m
    Workflow tools
    Run what you configure.
    0 runswaiting 3d 5h
    unread
    viewsclickslast opened 19 days ago
    Analytics tools
    Tell you what happened.
    unreadwaiting 19d 0h
    MONempty
    TUEempty
    WEDempty
    THUempty
    FRIempty
    Schedulers
    Publish what you give them.
    0 queuedwaiting 6d 12h
    Scaler

    Scaler decides what should happen next.

    Then it does it, inside the limits you set, and shows you what it caused.

    02 · The contract

    Give it a goal. Set the boundaries.

    Autonomy only works if it's controlled. You tell Scaler the outcome you want and the lines it can't cross. Everything it does after that happens inside those lines.

    An outcome, not an output

    The goal is a business result, measured in signups from tracked links. Not posts made or videos rendered.

    Hard caps

    Generation budget, posting frequency and paid spend are checked before an action runs, not after.

    Auto, or ask first

    You choose which actions Scaler takes on its own and which wait for your yes.

    It stops at the line

    When a play hits a cap, Scaler waits for the next window instead of going over.

    Scaler operates inside those boundaries.

    Goalactive
    Increase qualified SaaS founder signups
    measured by completed signups from Scaler's tracked links
    Operating limits
    • $100 a week generation budgetcap $62 used · resets Monday
    • Max 1 post a day, per accountcap
    • Paid spend capped at $20 a dayonly behind posts that already earned signupscap $14 today
    • New plays can start automaticallyauto
    • Community replies require approvalasks first
    heldTikTok · second post today held by "max 1 a day". Moved to tomorrow 6:00 PM.

    Example goal and limits. You set your own.

    03 · The operating loop

    Watch a growth operator at work.

    Scaler's unit of work is a play, not a workflow.

    A workflow says

    "When X happens, do Y."

    A Scaler play says

    "I found a growth hypothesis worth testing. Here's the evidence, what I'm going to run, my limits, what happened and what I decided next."

    • evidence
    • execution
    • limits
    • result
    • decision
    Play #0412 · founder teardowns
    1. Mon 1:17 AMObserve

      "I found founder-led teardowns pulling 4.8× the category median, across 11 accounts in your niche."

      11 accounts3 platforms9 days of datapattern, not a one-off
    2. Mon 1:31 AMPlay

      "I started a play: teardowns will beat polished demos for seed-stage founders."

      cap 40 creditskill if under 1.5× after 5 postsmeasure: tracked signups
    3. Mon 6:00 PMExecute

      "I published 3 variants across TikTok, Reels and Shorts, each with its own tracked link."

    4. Wed 9:00 AMMeasure

      "This produced 17 attributed signups. The number-hook variant drove 11 of them."

      1,842 views96 clicks17 completed signups
    5. Wed 9:04 AMDecide

      "I scaled the number hook. 6 more are in production."

      70% of the play's budget moves to the winner
    6. Wed 9:04 AMDecide

      "I stopped the trend remix. 41K views, zero signups."

      reach is not the goalretired, not reposted
    7. Wed 9:05 AMRemember

      "Next I'm testing founder face against screen-only. Number hooks beating questions goes into memory."

      50/50 splitanswer by Friday

    Representative play, shown to explain the loop.

    04 · Proof

    Short-form is where the loop runs today.

    This is the play Scaler executes end to end right now, from the outlier it spotted to the signup it can prove.

    Play · founder teardownsstep 1 of 9
    Outliers in the nichetrue vs noise
    The structure underneath24s
    0 to 2s
    Hooka number in the first line
    2 to 8s
    Tensionthe problem, on screen
    8 to 20s
    Payoffthe teardown itself
    20 to 24s
    Closeone tracked destination
    Brand-native variantsreal Shorts
    QA
    Every final video is checkedbefore anything posts
    publish
    TikTok, Instagram, YouTubethrough the accounts you connect
    attribute
    One tracked link per postviews to clicks to signups
    decide
    Winners seed the next roundlosers are retired, not reposted

    Outlier tiles are representative. The three Shorts are real, generated and published by the system.

    Scaler doesn't just make the video. It owns the loop around it.

    Content already shipped by Scaler. Click any to play.

    60formats in the library
    05 · The bigger product

    One play today. Many plays tomorrow.

    Every play below has the same shape: evidence, execution, limits, result, decision. Only short-form runs end to end today. The rest are labelled for what they are.

    Executes todayExpanding · next to buildWatching · evidence only
    Short-formexecutes today

    Find what's outperforming, make it in your brand, and prove it in signups.

    Runs end to end. Find, make, QA, publish, attribute, decide.
    cluster · 14 creators
    Creator / UGCexpanding

    Brief the creators who already reach your buyers.

    Next to build. Scaler can surface this play. Running it isn't automated yet.
    members · 30 days
    Communitywatching

    Show up usefully where your buyers start gathering.

    Evidence only. Scaler flags the signal. It doesn't run this play yet.
    cost per signup
    Paid creativewatching

    Put spend behind creative that already earned it organically.

    Evidence only. Scaler flags the candidate. It doesn't run this play yet.
    "ai growth agent" rising
    "find marketing channels saas" new
    "founder led content" rising
    SEOwatching

    Answer a high-intent query cluster before it gets crowded.

    Evidence only. Scaler flags the signal. It doesn't run this play yet.
    shared audience
    Partnershipswatching

    Reach the audience another company already owns.

    Evidence only. Scaler flags the overlap. It doesn't run this play yet.

    Short-form is one growth play. Scaler is the agent behind all of them.

    06 · Receipts

    If Scaler can't prove it caused the result, it doesn't claim it.

    Every post carries its own tracked link. Only signups that arrive through one are counted. Everything else stays in your column, not Scaler's.

    0new signups
    this month
    0attributed to
    Scaler plays
    17 attributed · counted24 unattributed · not counted
    Top receipt · teardown, number hookTikTok + Reels
    1. Post viewed62% watched to the end1,842
    2. Clicked5.2% of viewers96
    3. Started signup32% of clicks31
    4. Completed signup55% finished17
    Bars on a log scale. Views alone are never reported as a result.

    Representative numbers, shown to explain the receipt.

    07 · Memory

    Every cycle adds to what Scaler knows about your business.

    A general AI starts from general knowledge. Scaler starts each new play from what your last plays proved.

    Over time, Scaler stops askingWhat usually works?
    And starts askingWhat works for us?
    What the plays showedresults
    • Number hook vs question hook3.1× watch-through · 11 posts
    • Weekday 6 PM vs mornings2× signups · 4 weeks
    • Trend audio41K views · 0 signups · retired
    • Founder face vs screen-onlyrunning · 3 posts each
    Memory · this businessprivate to you
    0plays run
    0learnings kept
    • hook
      Number hooks outperform questions.confirmed · 11 posts
    • timing
      Weekday evenings convert better.confirmed · 4 weeks
    • audio
      Trend audio brings reach, not qualified signups.retired · never again
    • creative
      Founder-face creative is being tested.testing · answer Friday
    The next playcycle 1
    HookA questionA number in the first second
    Post timeWheneverWeekday evenings, 6 PM
    AudioTrending soundOriginal voiceover
    CreativeScreen-only50/50 test: founder face
    BudgetEven split70% to the winner
    Kill ruleNoneUnder 1.5× after 5 posts
    Confidence in this play34%

    Representative memory, shown to explain the model.

    Everything else waits for you to move first.

    Scaler already moved.

    Give it a growth goal and the limits. It finds the plays, runs them, measures what happened and compounds what works.

    Start Scaler
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