supermargin.
supermargin.
book a call
the studio that never sleeps

Your always-on
AI ad agency.

Built on our agentic stack, finished by humans who care. Brief us once - we study the market, draft, refine and ship scroll-stopping video ads around the clock.

no cameras · no actors · no studios

one studio · every format & placement
why teams choose supermargin
1M+
users scaled on profcurious
20M+
ads analyzed to benchmark yours
$100k+
meta spend testing these ads
0
cameras · actors · studios
the loop · research → draft → qa → ship → learn

We don't make random ads.
We run a winning loop.

Brief us once. Then a system takes over - research the market, draft from what already wins, QA every frame, ship, then learn from the live data and go again. Each turn of the loop sharper than the last.

01

Just drop your product URL.

That's the only thing we ask of you. From one link we pull your competitors, brand guidelines, key selling points and audience - no forms, no decks, no kickoff call.

paste one link
yourproduct.com
auto-extracted from your url
Competitor landscape 12 brands
Brand guidelines colors · tone · logo
Key selling points 5 found
Target audience auto
Buyer objections 4 found
02
★ where winning ads are won

We don't generate random creative. We do the research first.

Most AI tools jump straight to "make a video." We benchmark your product against a library of 20M+ ads to learn exactly what works and what doesn't - then build the hooks, angles and proof most likely to convert in your category.

20M+
ads analyzed against your product
narrowed to your category: 128 competitor ads, 43 hooks mined
+124
winning hooks
“doesn’t last from morning to night…”
“I was skeptical too, until…”
POV: the one everyone keeps asking about
objections to beat
“is it actually worth the price?”
“will it really work for me?”
“looks too good to be true”
the angle we'll run
First-person testimonial — lands the proof in the first 1.5 seconds, then handles price.
03

The stack drafts.

Angles, scripts, cast, voice and captions - all generated from the research, in minutes, not weeks.

draft a
draft b
draft c
04

Then a human makes it worth running.

The stack drafts. A real creative kills the AI tells, tightens the hook and protects your voice - every ad clears a person before it clears your account.

draft #418 · human pass● in review
no uncanny tells - reads as a real person, real place
hook lands in the first 1.5 seconds
brand voice + claims match your guidelines
pacing and captions tuned for sound-off feeds
compliant and ready to run on your account
5 / 5 passed approve & ship
05

Approve it yourself - or let us run it.

Every ad lands in your portal: approve or request a change in a sentence. Or hand it off - we take it live, auto-pick the platforms, split the budget and manage the spend day to day. Your call.

portal · live campaign
Campus UGC - hook v3
9:16 · 0:18 · meta
live
Beauty product demo
9:16 · 0:15 · tiktok
ready
Creator testimonial
9:16 · 0:24 · in human review
review
Travel lifestyle - concept
9:16 · generating overnight
queued
auto-allocated spend managed daily
Meta52%
TikTok31%
YouTube17%
06

Then we learn - and go again.

Every ad reports back - hook rate, hold, click-through, ROAS. The studio reads the winners, folds them into the next round of research, and the loop tightens. Your ads don't just keep coming - they keep getting better.

live performance · this round● learning
hook rate (3s) 38% ↑ 12 pts
thumb-stop +22% ↑ vs last round
click-through 2.4% ↑ 0.7 pts
ROAS 3.1× ↑ and climbing
feeding the winners back into research
research → draft → qa → ship → learn → and the loop runs again

It never resets to zero. Every cycle starts from everything the last one learned - so your winners compound instead of starting over.

the work

Real ads. Zero shoots.

exactly what the studio handed back - hook, voiceover, captions, final cut. tap any for sound.

student · ugc
🔊
0:18
creator
🔊
0:24
beauty · d2c
🔊
0:15
travel
🔊
0:21
travel
🔊
0:20
pet · ugc
🔊
0:17
product
🔊
0:16
why us

We didn't believe AI ads worked either. So we bet our own app on them.

Before selling supermargin to anyone, we ran it on profcurious - our own app - and scaled it with the same agentic studio you'd hire. We're customer zero, not a vendor making promises.

customer zero, not a vendor 1M+ users scaled on our own app scaled on the same studio you'd hire
the math

A whole creative team. One retainer.

That gap between what an agency costs and what ours does - that's your margin.

supermargin
ad agency
ai tools
Always-on - fresh ads every week
Brand + competitor research built in
Human creative sign-off on every ad
No shoots, actors or studios
Days, not weeks per concept
One predictable retainer
Senior craft, software speed - pricing scoped to your spend. book a call →

* directional. exact pricing depends on your spend and volume - the verdict doesn't change.

Questions, before you ask them.

01

Is it really AI?

Yes - actors, voices, locations, b-roll, music and the edit are all generated. No cameras, no creators, no shoots.

02

Will the ads look AI-made?

That’s the whole point - they don’t. Real-looking people in real-looking places, and a human signs off on every one before it ships.

03

What do you need from us?

A product URL or short brief, your brand assets if you have them, and any competitors you care about. After that, the studio runs on its own.

04

How is this different from a tool?

You’re not driving software. We run the studio and hand you finished ads - you just review and approve in your portal.

05

Do you use this yourselves?

Yes. We scaled our own app, profcurious, to 1M+ users on ads made by the same agentic studio. We’re customer zero.

06

How fast, and how many?

First concepts in a day, then a steady stream every day/week - always-on, no new briefs required. Volume is scoped to your spend.

your agency is already awake

Let's make ads that win their margin.

Tell us about your product and your spend — your first concepts come back on us.

book a call  → see the work
one retainer replaces the whole stack
creative director video editor UGC creator media buyer motion designer voiceover
supermargin is all of it, in one
supermargin.

The always-on AI ad agency. Research-led creative, human-approved, shipped around the clock.

X in IG TT
© 2026 supermargin · all rights reserved made while you slept · hello@supermargin.ai
free ad teardown

See exactly what'll make this product sell.

We'll benchmark it against 20M+ ads and send back the winning hooks, angles, and 3 ready-to-run concepts - free, no call required.

Where should we send your analysis & first concepts?
no spam · just your free teardown and sample ads

Analysis underway.

We're studying your product against 20M+ ads. Your teardown and first concepts land at shortly.