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✓ APPROVED

Run the content engine on a real cadence

Content that talks to nobody ranks for nothing, and one great post that never repeats is a fluke, not an engine. Build from real buyer language, publish on a rhythm, and grow the list that actually opens it.

[ SALES OPERATOR ]

Run the content engine on a real cadence

G / Groundthe problem that started all of it
Marketing

Content that talks to nobody ranks for nothing, and one great post that never repeats is a fluke, not an engine.

Build from real buyer language, publish on a rhythm, and grow the list that actually opens it.

A / Assignthe build, block by block, and who owns each one. Open a step to see it run.
HUMAN + AI, IN THE LOOP
The skills run the work. You stay in the loop on the calls that need judgment.
Claude01
Design a customer-interview study and turn transcripts into messaging.
Details
Get the exact words buyers use.
Connect to analyze
AI
Claude02
Hand a writer a brief they can start from without a meeting.
Details
Hand writers a brief they can start from, on a repeatable weekly rhythm.
Connect to analyze
AI
Marketo03
Build a list worth having, not just a big one.
Details
Build a list worth having, not just a big one.
Powers up with
AI
Claude04
Strip the AI tells and make it sound like you.
Details
Strip the AI tells and rewrite the published piece in your voice before it goes out, so the cadence never costs you authenticity.
Connect to analyze
AI
T / Tie backthe result it drove, and how they know
RESULT · 01

Seven figures influenced

The same content system that earned that number: buyer language turned into briefs, then a publishing cadence that keeps shipping and growing the list.

OUTPUT · 01

The real language

OUTPUT · 02

Writer-ready briefs

OUTPUT · 03

A growing audience that opens what you send

OUTPUT · 04

Every piece rewritten in your voice before it ships

The Sales Operator
01 / WHY RUN IT
RUN THIS AND YOU CAN
The real language
Writer-ready briefs
A growing audience that opens what you send
Every piece rewritten in your voice before it ships
02 / THE RUN, STEP BY STEP

The workflow that solves it, one step at a time.

Each step is the plain question you are already asking. The skills answer them in order, one handing its receipt to the next.

1✓ TESTED
Design a customer-interview study and turn transcripts into messaging.

Who to talk to, a non-leading interview guide, and how to turn transcripts into positioning and messaging inputs.

YOU GETThe interview slate, the non-leading guide, and transcripts-to-positioning.
OPEN THE SKILL →
2✓ TESTED
Hand a writer a brief they can start from without a meeting.

Turns a keyword or topic plus an audience into a writer-ready brief that kills the back-and-forth.

YOU GETSearch intent, the angle, the outline, must-cover questions, internal links, and one CTA.
OPEN THE SKILL →
3✓ TESTED
Build a list worth having, not just a big one.

The subscribe offer, the growth loops, the content rhythm, and the metrics that matter beyond list size.

YOU GETThe subscribe offer, the growth loops, and engagement-first metrics.
OPEN THE SKILL →
4✓ TESTED
Strip the AI tells and make it sound like you.

Removes the hedging, the rule-of-three, and the sycophantic openers, then rewrites the draft in your voice.

YOU GETThe AI-tell checklist and the voice-rewrite pass.
OPEN THE SKILL →
WHERE YOU LAND

The real language, writer-ready briefs, a growing audience that opens what you send, and every piece rewritten in your voice before it ships.

EVERY STEP, TESTED AND PASSED
EVAL RESULTPASS4/4 dimensions
HOW WE EVAL →
Skills resolve
Structure + proof
Example chat
Quality judge
  • All 4 chained skills resolve to real, scored skills.
  • Has a problem, an outcome, 2+ steps, and proof from a real build.
  • Ships an example chat showing the play run in Claude.
  • Reads in plain operator voice, grounded in a real build.
Last eval run 2026-09-12
DEEP EVAL · PASS
THE STANDARD →

We did not just check the structure. A judge read this play against the full text of every skill it chains (composition), then ran it on a real scenario end to end (simulated). It passed both. Test scenario: Sam, Content Marketing Manager: blog gets traffic that doesn't convert, wants to fix it at the root and build a real publishing cadence.

03 / WHO ELSE HAS TO MOVE

This play runs across the org, not inside sales.

Every function below owns a piece of the play. Skip one and it stalls where most GTM plays stall: in the handoff.

SALES LEADERSHIP
Call recordings and live objections feeding the research

Without it: Briefs run on guesses and the content reads like it.

CS
Customer access for research and story approvals

Without it: The engine runs out of real language in a quarter.

REVOPS
Attribution tying content to sourced and influenced pipeline

Without it: The engine cannot defend its budget when cuts come.

04 / SEE IT RUN

Watch the skills answer in order.

Describe your situation in plain language. The right skill fires on its own and hands its receipt to the next.

EXAMPLE CHATSam, Content Marketing Manager, running the loop in one sitting
S
Our blog gets traffic but none of it converts. I think we're writing about things buyers don't actually care about. How do I fix that at the root?
S
Step 1· Customer Research
Let's start from the buyer's own words instead of guessing. I built an interview slate of customers to talk to, a non-leading guide so you don't put words in their mouth, and a way to turn the transcripts into the exact phrases they use into positioning inputs.
Receipt
Research plan: 12 customers to interview, a non-leading guide, and a transcript-to-messaging method that surfaces the real phrases buyers use.
S
Ran five of those calls. Buyers keep saying 'I can't tell which leads are worth my time.' I want a post on exactly that. Can you brief it out?
S
Step 2· Content Brief
I turned that phrase into a writer-ready brief: the search intent behind it, the angle, an outline, the must-cover questions, internal links, and one CTA. A writer can start without a kickoff meeting.
Receipt
Brief built on 'which leads are worth my time,' with a 6-section outline, 5 must-cover questions, and one CTA.
S
We publish but the list barely grows and half of it never opens anything. How do I build an audience that's actually worth having?
S
Step 3· Newsletter Growth
I set a subscribe offer tied to that same buyer pain, mapped a couple of growth loops off your existing content, and set a content rhythm. The metrics I picked are engagement-first, so you're not just chasing a bigger number that never opens.
Receipt
Growth plan with a lead-magnet subscribe offer and 2 growth loops, targeting engaged-subscriber growth over raw list size.
S
One more. When people ask AI tools about our space, we never come up. Can you audit our pages for that?
S
Step 4· Humanize Draft
Before each piece ships, I strip the AI tells and rewrite it in your voice: the hedging, the rule-of-three, the sycophantic opener, all gone. The cadence never costs you sounding like a person.
passvoice
tells cut9
Receipt
The published draft rewritten in your voice: 9 AI tells removed, opener and close rebuilt to read like you wrote it.
05 / SEE IT IN PRODUCTION

Before you run it, I ran it for real.

This workflow is genericized from a real build. Here is the number it moved, and what I actually did.

THE BUILD · AEO + GEO STRATEGY
Getting Found in the AI World
7 figures
of churned win-back the same backward read surfaced
25% to 100%
share of the prompt budget working the positioning, was 25%
108 to 0
undifferentiated utility prompts, eliminated
2 to 56
Define prompts, the category ground nobody owned
WHAT I DID
01
Start with the customer, not the keyword. The same inputs that build a real ICP, customer interviews, G2 reviews, call transcripts, and closed-won patterns, are what tell you the language buyers actually use. AEO is downstream of understanding the customer; you cannot be quoted on words your buyer does not say.
02
Read attribution backward. I ran the research on how customers actually find us, why they buy, and why they stay, reading the demo and attribution data from the win back to the origin instead of crediting the last click.
03
Rewrite positioning to be quoted, not ranked. I rewrote the positioning for how buyers search now, so the answer engine repeats it. Written for the answer, not just the page, in the customer's language rather than the category's.

AEO and GEO are not SEO with a new coat of paint. The machine answering your buyer only quotes what it can source, in the buyer's own words, so start by understanding the customer, rewrite the positioning to be quoted rather than ranked, reallocate your prompt budget to Defend, Intercept, and Define, name the AI only where it earns the line, and lock the story to one versioned source. Get found where the buyer actually looks now.

Dig into the full build
06 / ROLL IT OUT AND INSPECT IT · THE OTHER HALF

The cadence is only as good as the writer holding it

Customer-research and the brief hand writers the exact words buyers use and a start-ready outline; the pipeline comes from a reader deciding this person gets my problem. Here is how a marketing leader keeps the engine shipping weekly without drifting into content nobody recognizes.

THE FRAMEWORK BEHIND IT
The quote-to-draft gate

Before any brief goes to a writer, someone reads the buyer quotes it was built from out loud against the outline. If the brief could have been written without the research, it goes back.

  1. 01
    Train writers on the transcripts

    Give writers the raw customer-research language, not just the brief. A writer who has read ten buyer quotes stops inventing pain points.

  2. 02
    Protect the weekly ship

    One brief in, one piece out, every week, and the slot does not move for a better idea. The engine is the rhythm; the fluke is the exception.

  3. 03
    Run the voice gate before publish

    Humanize-draft is a gate, not a suggestion. Nothing ships until the AI tells are stripped and the piece reads like one person wrote it.

  4. 04
    Inspect opens and language monthly

    Review which pieces got opened, replied to, and cited by sales, and watch what newsletter-growth added against what it kept. Feed the winning language back into the next round of briefs.

07 / INSTALL THE WHOLE PLAYBOOK

One plugin. 4 skills, bundled.

The whole playbook installs as a single plugin in Claude Code, no copy-pasting 4 times. Or grab any single step above. It runs on what you paste; connect your stack to go live.

OR KICK IT OFF IN CHAT
Here is my situation: [describe your workflow or account in a sentence or two]. Walk me through Run the content engine on a real cadence step by step, and run each skill as we go.
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