LIVE · tracking … companies
▲ SIGNAL loading live signals…

// growth intelligence for builders

Building is solved.
Distribution isn't.

Every morning, one company that is actually growing, taken apart: the ads they have kept paying for since 2024, the channel doing the real work, and the play you can run this week. Built from public ad libraries and traffic data, not opinions.

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one email each morning · free · no card · 1,700+ companies tracked

live · detecting now scanning ad libraries · app stores · SEC filings · SEO · social
scanning…
 
01 / live signal feed
streaming · every signal linked to its source

Detection is always on.

We scan public sources continuously for the moment momentum starts: SEC filings, YC, public revenue trackers, ad libraries, app charts. This is a sample of the live wire, from real companies we track.

signal feedreal signals
currently tracking…
02 / the problem
diagnostic readout

Competitive research is stuck in 2019.

The way most teams study their market hasn't changed in years. Meanwhile the thing worth studying moved.

market shift
The moat moved.
It used to be the product. Now it's the acquisition system. And nobody publishes theirs.
time cost
By hand, it's 20+ hours a week.
Tab after tab, screenshot after screenshot, and you still can't see the system underneath.
missing context
A screenshot teaches nothing.
A winning ad without the why and the how is just a picture. You can't act on a picture.
researching by hand
20+ hrs / week
and you still end up guessing.
  • scattered tabs and screenshots
  • no why, no how
  • stale by the time you finish
→
with systemaic
10 min / day
delivered, with the play attached.
  • detected for you, daily
  • every claim links to its source
  • a play you can run this week
03 / inside a teardown
read a real one, before you sign up

Not a report. An operating manual.

A teardown dissects a company growing right now, channel by channel. For every winning ad, video, or post, you get three things: what it says, why it converts, and the play to run yourself. The sample below is real: Maelove Skincare, from a published teardown, numbers as we found them.

Maelove Skincare

e-commerce real data · from the archive
read the full teardown →
The honesty policy. Every claim links to what we actually saw. And absence is data too: when there's no visible motion on a channel, we say so. "no visible motion on paid this week" beats a padded paragraph that pretends otherwise.
04 / three tracks
three different machines

SaaS, e-commerce, and mobile don't grow the same way.

Different channels, different signals, different plays. So you subscribe to your lane and we go deep there, instead of giving you a shallow blend of all three.

SaaStrack 01

How software companies pull demand: founder reach, search, and the partner ecosystem.

signal sources watched
  • founder content & X
  • SEO & programmatic pages
  • partnerships & integrations
  • launches & relaunches
E-commercetrack 02

How brands move product: the creative that scales and the offers behind it.

signal sources watched
  • ad creative & velocity
  • UGC & creator seeding
  • TikTok Shop
  • offers & pricing structure
Mobile Appstrack 03

How apps compound installs: loops, store ranking, and paid acquisition.

signal sources watched
  • virality loops
  • ASO & chart movement
  • paid UA
  • influencer seeding

Pick the lane you operate in. Switch or bundle anytime.

05 / how the machine works
detect → collect → deconstruct → translate

A signal goes in. A play comes out.

Four stages run every day. The point of the pipeline is the last step: not "here's what they did," but "here's what you do about it."

1
detect
Catch the momentum
We scan public sources daily for the moment a company hits growth mode.
2
collect
Receipts, not vibes
Every signal is backed by what we actually saw, captured and linked.
ad library · filing · chart rank
3
deconstruct
Explain the why
We break down why each play works, channel by channel, not just that it exists.
4
translate
Hand you the how
A play you can run this week, sized to your stage. That's the deliverable.
06 / query the system
run a question, read the output

Questions, answered straight.

where does the data come from?
> outputPublic sources, collected continuously: ad libraries, app stores, SEC filings, SEO tooling, and social. Nothing private, nothing scraped from behind a login. Every claim in a teardown links back to the thing we saw.
how is this different from interview case studies?
> outputNo founder spin. Case studies tell you the story a company wants told. We read the receipts instead: observed behavior over stated strategy. What they actually run beats what they say they did.
why split SaaS, e-commerce, and mobile?
> outputBecause they're three different growth machines with different channels and different signals. A blended feed would be shallow in all three. You subscribe to your lane so the depth goes where you operate, and you can switch or bundle anytime.
can I request a company?
> outputYes. Request any company and we queue a teardown. If a channel shows no visible motion, we'll tell you that too, because absence is data.
is this just AI-generated?
> outputCollection is automated, so we can watch thousands of companies at once. Analysis is grounded and cited to the evidence. The rule is simple: no evidence, no claim. If we can't show you why we believe it, we don't print it.

start watching the winners

Building is solved.
Out-distribute everyone else.

Get today's teardown and the live signal feed in your inbox. Free, daily, no card required.

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one email each morning · free · no card · 1,700+ companies tracked