Founder Crunch
AI deep researchEdited by a human

Every funded startup hides a pattern. We find it, so you can build on it.

Small startups. Big signals.

A desk of AI research agents takes one startup apart end to end. Then a human editor crunches it into a short, easy read: what happened, why it matters, the business pattern behind it, and what you could build yourself.

Sources behind every key fact Facts and guesses kept apart Final cut by hand
#001 Free first issue · 5 min read The next marketplace may have no search box Preview the first part

Get the first Crunch, free

Leave your email and read Crunch #001 right away. New Crunches come by email as they come out.

How a Crunch is made

Not one prompt.
A research desk.

Each issue runs through a chain of specialised AI agents, each with one job and a quality gate it must pass. A human decides what goes in, checks the facts that matter and cuts anything that is just a news recap.

  1. 01AI agent

    Signal scout

    Scans funding rounds, launches and founder threads, and shortlists 5 to 15 candidate signals.

  2. 02Human

    Editor picks one

    Only the signal with a real business story moves on. Big funding alone is not enough.

  3. 03AI agent

    Deep research

    Builds an evidence pack: a source for every key claim, unknowns flagged, contradictions kept.

  4. 04AI agent

    Business model analysis

    Maps problem, customer, pricing, distribution and why now, from evidence only.

  5. 05AI agent

    Pattern and opportunity

    Pulls out the mechanism that could work again, and what would prove it wrong.

  6. 06AI agents

    Draft and skeptic review

    One agent writes. Another attacks every weak claim and obvious insight.

  7. 07Human

    Hand edit and approval

    Rewritten by hand, critical facts rechecked. Approve, revise or kill.

You always know what is fact and what is opinion

Most AI writing blends facts and guesses into one confident voice. We tag every key claim, so you can trust what's proven and question what isn't.

Verified factConfirmed by a reliable source we can link to.
Reported claimWhat the company or press says, not checked independently.
InferenceOur conclusion drawn from the evidence.
FC hypothesisAn opportunity idea. Worth testing, not proven.
UnknownNo reliable data, so we say so instead of guessing.

What's in a Crunch

All that research, compressed. Every issue follows the same path, so you can read it in a few minutes and still get the whole story.

1

What happened

The startup, the funding or launch, and the facts behind it.

2

Why it matters

The shift in the market this small move points to.

3

How the business works

Who pays, for what, and why it can grow.

4

The pattern

The repeatable idea underneath, stripped of hype.

5

What you could build

Where the same pattern could work for you, and how to test it cheaply.

Who it's for

People who want to build something of their own and are looking for ideas that have already been tested by the market. People in tech who want to see where things are moving before everyone talks about it.

Hours of research stay behind the scenes. You get the part worth reading.

Get the first Crunch