‹ The Operator's Edge

VIP Track · VIP · Difficulty 8–9

The AI-Automated Desk

Run all of it as one operator, with AI as the desk.

4 modules23 lessons
Scroll ↓

Module

The Account Audit Engine

From cold account to a knowledge base that compounds.

6 lessons ↓

The Account Audit Engine

Multi-account registry + a daily cron

Every account registered, lightly checked every day, automatically.

The Gateway
Anthropic
OpenAI
Gemini
ElevenLabs
Higgsfield

Every paid call through one chokepoint. Nothing untracked.

01One registry across brands and platforms.
02A cheap daily pass catches drift early.
03Deep audits run on demand.

The Account Audit Engine

The deep 12-month audit

Structure scoring plus archetype-aware analysis over a year of data.

Score
0
01Score account structure objectively.
02Ecomm vs personal-brand needs different lenses.
03A year of context, not a snapshot.

The Account Audit Engine

Turning audits into a knowledge base

Findings become reusable knowledge, not one-off PDFs.

The Gateway
Anthropic
OpenAI
Gemini
ElevenLabs
Higgsfield

Every paid call through one chokepoint. Nothing untracked.

01Promote insights to a shared store.
02Downstream launches read it as priors.
03The agency gets smarter every audit.

The Account Audit Engine

Promoting insights so launches read them

Close the loop: what you learn auditing should steer what you launch.

Read truth
Test
Scale
Cut
Report

Same loop, every week, every brand. Consistency compounds.

01Insights flow into the launch brief.
02No insight dies in a document.
03Learning becomes leverage.

The Account Audit Engine

From audit to a client-ready report

One pipeline turns an audit into a calm, branded deliverable.

ROAS
0.0×
CAC
0
AOV
0
MER
0.0×

Four headline numbers — each true, each with a blind spot.

01Plain language, no internal jargon.
02Findings, then recommendations, then plan.
03Looks like the rest of your product.

The Account Audit Engine

Worked case: auditing a cold account live

Watch the whole engine run on an account from scratch.

Campaign · Conversions
Prospecting — CBO

One campaign, one ad set per angle, N ads inside. Hover the angles.

01Connect, register, deep-audit.
02Read the score and the anomalies.
03Ship the report end to end.

Module

The Launch Pipeline

Landing page in, paused campaign draft out.

6 lessons ↓

The Launch Pipeline

Landing page → paused campaign draft

A ten-stage pipeline that turns a URL into a ready-to-approve campaign.

Read truth
Test
Scale
Cut
Report

Same loop, every week, every brand. Consistency compounds.

01Research to draft, fully staged.
02Every stage inspectable and re-runnable.
03Output is paused, never live.

The Launch Pipeline

Research → ideate → select copy at volume

Generate many copies, then select like an editor.

Test concept → angle → execution. One winner graduates; the rest fund learning.

01Breadth first: ten angles, not one.
02Score and shortlist deliberately.
03Human taste picks the finalists.

The Launch Pipeline

Competitor corpus → visual archetypes

Cluster real competitor ads into the patterns worth borrowing.

Test concept → angle → execution. One winner graduates; the rest fund learning.

01Scrape a live ad corpus.
02Cluster into visual archetypes.
03Brief against proven patterns, not blank pages.

The Launch Pipeline

Brief → feed creative → vertical creative

One brief produces both the square and the vertical, on-spec.

Test concept → angle → execution. One winner graduates; the rest fund learning.

01Per-copy creative brief.
021:1 for feed, 9:16 for stories/reels.
03Spec-correct from the start.

The Launch Pipeline

Idempotent Graph-API push

Push to the ad platform safely — re-runnable, never duplicating.

Campaign · Conversions
Prospecting — CBO

One campaign, one ad set per angle, N ads inside. Hover the angles.

01Idempotent campaign/adset/ad creation.
02Paused by law, approved by human.
03Re-run without fear of doubles.

The Launch Pipeline

Recording every launch into one ledger

Every launch logged so nothing is invisible later.

ROAS
0.0×
CAC
0
AOV
0
MER
0.0×

Four headline numbers — each true, each with a blind spot.

01One launch record, queryable.
02Tie creative, cost, and outcome together.
03The ledger is your memory.

Module

Cost, Attribution & Reporting at Scale

Knowing the true cost of everything you run.

5 lessons ↓

Cost, Attribution & Reporting at Scale

One gateway for every paid API call

Route every paid call through one chokepoint so cost is captured at the source.

The Gateway
Anthropic
OpenAI
Gemini
ElevenLabs
Higgsfield

Every paid call through one chokepoint. Nothing untracked.

01A single gateway, no exceptions.
02Cost logged on every response.
03Nothing paid is untracked.

Cost, Attribution & Reporting at Scale

Attributing spend to brand × module × skill × run

Tag every cost so you can slice it any way later.

The Gateway
Anthropic
OpenAI
Gemini
ElevenLabs
Higgsfield

Every paid call through one chokepoint. Nothing untracked.

01Owner context on every call.
02Attribution by every axis that matters.
03Per-brand cost truth, not guesses.

Cost, Attribution & Reporting at Scale

The costs surface and per-brand reporting

One screen answers 'what did this brand cost to run'.

ROAS
0.0×
CAC
0
AOV
0
MER
0.0×

Four headline numbers — each true, each with a blind spot.

01Group by brand, module, skill, run.
02Margin after tooling, not before.
03Pricing decisions backed by real numbers.

Cost, Attribution & Reporting at Scale

Automated weekly/monthly client reporting

Reports that generate themselves and read like a human wrote them.

ROAS
0.0×
CAC
0
AOV
0
MER
0.0×

Four headline numbers — each true, each with a blind spot.

01Templated, scheduled, branded.
02Truth-first, jargon-free.
03You review, you don't assemble.

Cost, Attribution & Reporting at Scale

Slack-native alerting and approval flows

The desk talks to you where you already work, and waits for your yes.

Status 200
Redirect chain
Right page
In stock
Price match
UTMs present
Tracking template
Pixel fires
LP health
Domain ok

Ten checks before a single rupee moves. Zero tolerance.

01Alerts and digests in Slack.
02Approvals before anything sends.
03Read everything, draft everything, send nothing.

Module

Running the Desk

The operator's edge, assembled into a daily practice.

6 lessons ↓

Running the Desk

Read everything, draft everything, send nothing

The control philosophy that makes automation safe.

The Gateway
Anthropic
OpenAI
Gemini
ElevenLabs
Higgsfield

Every paid call through one chokepoint. Nothing untracked.

01AI surfaces; the operator decides.
02Every outbound action is approved.
03Leverage without losing the wheel.

Running the Desk

The morning report across every brand

One pass, every brand, before the day starts.

ROAS
0.0×
CAC
0
AOV
0
MER
0.0×

Four headline numbers — each true, each with a blind spot.

01Spend, ROAS, pacing at a glance.
02Exceptions float to the top.
03Five minutes, full situational awareness.

Running the Desk

'What's breaking?' — health across syncs and accounts

One question that surfaces every silent failure.

Status 200
Redirect chain
Right page
In stock
Price match
UTMs present
Tracking template
Pixel fires
LP health
Domain ok

Ten checks before a single rupee moves. Zero tolerance.

01Stale data, failed syncs, error logs.
02Find it before the client does.
03Health is a query, not a hope.

Running the Desk

Pacing: are we on budget, every brand, every day

Budget pacing as a daily certainty, not a month-end surprise.

Score
0
01Spend vs plan, per brand, per day.
02Catch under- and over-pacing early.
03No December scramble.

Running the Desk

Designing your own skills so the desk gets smarter

The real edge: encode each repeated workflow as a reusable skill.

Read truth
Test
Scale
Cut
Report

Same loop, every week, every brand. Consistency compounds.

01Every repeated task becomes a skill.
02The desk compounds with each one.
03You build the operator you wish you'd hired.

Running the Desk

Capstone: run a full week in one session

Put it all together — a week of operating, start to finish, live.

Read truth
Test
Scale
Cut
Report

Same loop, every week, every brand. Consistency compounds.

01Audit, launch, optimise, report.
02One operator, one session, many brands.
03This is the edge in motion.

End of The AI-Automated Desk

That's the tier.

Anish Jajodia · Boring Commerce