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Manifesto

We are not an AI agency.
We are the outcome layer for AI recommendations.

You pay when the AI names you. Everything else is our problem.

The problem with "AI agencies"

Most are agencies that happen to use AI.

A lot of founders want to build AI-native marketing companies. But most are still carrying the baggage of traditional agencies:

  • ·Retainers that don't map to any measurable result.
  • ·Pricing models built on people-hours, not software leverage.
  • ·Delivery that depends on account managers, not systems.
  • ·Margins that barely improve, even when AI does 80% of the work.
  • ·Long onboarding, constant hand-holding, decks instead of dashboards.

"AI-native was never about adding AI to an agency. It's about redesigning the business model around what AI makes possible."

The redesign

The old agency stack, rebuilt around what AI actually makes possible.

Old agency stack

LinkinGrow stack

Retainer for effort
→Fee only when the AI names you
Priced by hours & headcount
→Priced by measured outcome , per question, per engine
Delivery = people
→Delivery = software loop (map → expand → verify)
Margin = squeeze labor
→Margin = compounding graph coverage
Long onboarding, AM-heavy
→Self-serve snapshot → 1 question live in ≤ 14 days
Monthly PDF report, trust us
→Monthly logs, re-runnable by the client
Guaranteed rankings (guessed)
→Guaranteed measurement + refund rule

The one commitment

"Listed, or $3,000 back.
Every month. Per question. Per engine."

One sentence replaces the entire agency reporting apparatus. No decks, no attribution debates, no "trust us." The settlement follows one measured fact.

Where the AI value actually flows to you

Three places software beats a team of humans , and you keep the margin.

01

Graph mapping at machine scale

Thousands of sources analyzed per question, re-mapped weekly as models drift. A human team can map dozens , and only once.

02

Evidence expansion at machine cost

AI drafts 80%; editors do the 20% that keeps everything truthful, bylined, and disclosed. You get agency-quality assets without agency pricing , backed by the refund rule.

03

Verification at machine frequency

Thousands of sampled runs per month across every engine, timestamped and log-attached. No human could re-run this. The log is the report.

Operating model

No AMs. No custom SOWs. No pitch decks.

The free Snapshot is the pitch. The software loop is the delivery. The log is the report. Margin comes from graph reuse across clients, not from renegotiating scope.

Engineers & researchers~70%
Editors (truthful, bylined, disclosed)~20%
Ops~10%
Account managers, strategists0

Things we refuse to sell

The shortcuts we've turned down , on purpose.

×Guaranteed rankings , anyone promising them is guessing.

×Fake reviews, bots, bought engagement.

×Hourly work or 'strategy retainers.'

×Credit for questions you already rank for (baseline-protected).

×Custom PDF reports , the logs are the report.

×Long onboarding to justify a fee.

"You pay when the AI names you. Everything else is our problem."

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