‹ The Operator's Edge

Free Course · Level 1 · Difficulty 2–3

Fundamentals

Make the metrics true before you spend a rupee.

3 modules15 lessons
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Module

The Metrics That Actually Matter

Most people teaching this get the math wrong. We start here.

5 lessons ↓

The Metrics That Actually Matter

What you're really buying

You buy attention, not impressions — and attention has a price you can measure.

The delivery auction
Your bid
what you'll pay
× Action rate
will they convert
× Ad quality
is it good
=
Total value
who wins the slot

You don't win on bid. You win on total value to the platform.

01The platform sells inventory; the auction sells attention.
02Every metric downstream is a proxy for 'did someone care'.
03Reframe spend as buying intent, not buying reach.

The Metrics That Actually Matter

ROAS, CAC, AOV, MER — and how they lie

The four headline numbers each hide something. Know what each one omits.

ROAS
0.0×
CAC
0
AOV
0
MER
0.0×

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

01ROAS ignores margin; CAC ignores repeat; AOV ignores cost.
02MER is the honest one — total revenue over total spend.
03Never quote a single number without its blind spot.

The Metrics That Actually Matter

Contribution margin: the only number that decides scale

If the next sale is profitable after everything variable, you scale. If not, you don't.

Break-even calculator
Contribution margin
35%
You need
2.9×
ROAS to break even
thin margin · high ROAS neededfat margin · easy

Drag it. Everything above 2.9× is profit — below it, tuition.

01Price minus COGS minus fulfilment minus ad cost = the truth.
02A 4x ROAS can lose money; a 2x can print it.
03Build the margin sheet once, decide forever.

The Metrics That Actually Matter

Blended vs platform-reported

Your dashboard and your bank account disagree — and the bank is right.

Platforms claim4.1L
Meta
Google
TikTok
Actually landed (blended)2.7L

Add up what each platform claims and you over-count reality by 52%.

01Platforms claim credit; blended is what actually landed.
02Track the gap as a ratio, not a grievance.
03Report blended to owners, platform to operators.

The Metrics That Actually Matter

Setting a break-even ROAS from unit economics

Your target ROAS is not a vibe — it falls out of your margin.

Break-even calculator
Contribution margin
35%
You need
2.9×
ROAS to break even
thin margin · high ROAS neededfat margin · easy

Drag it. Everything above 2.9× is profit — below it, tuition.

01Break-even ROAS = 1 / contribution margin %.
02Everything above it is profit; below it is tuition.
03Live worksheet: derive yours in two minutes.

Module

Account Anatomy

The structure that makes everything afterwards legible.

5 lessons ↓

Account Anatomy

Campaign / ad set / ad — what each layer is for

Each layer answers a different question: objective, audience, message.

Campaign · Conversions
Prospecting — CBO

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

01Campaign = what you're optimising for.
02Ad set = who and how much.
03Ad = the thing they actually see.

Account Anatomy

Naming is infrastructure, not bureaucracy

A naming grammar turns chaos into something you can query and automate.

One grammar, encoded once
metaprospectingbroadhookA2026-06
?utm_source=meta&utm_campaign=prospecting&utm_content=hookA

Consistent names → reports that build themselves.

01Encode objective, audience, angle, date in the name.
02Consistent names = reports that build themselves.
03One grammar across Meta, Google, TikTok.

Account Anatomy

UTMs done once, correctly, forever

Get tracking parameters right at the source and analytics stops lying to you.

One grammar, encoded once
metaprospectingbroadhookA2026-06
?utm_source=meta&utm_campaign=prospecting&utm_content=hookA

Consistent names → reports that build themselves.

01Five params, locked convention, no freestyling.
02A template generator, not hand-typed strings.
03Bad UTMs poison every downstream attribution.

Account Anatomy

The link-QA pre-flight

Ten checks before a single rupee moves — zero tolerance for a broken link.

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.

01Status, redirect, right page, in-stock, price.
02UTMs, tracking template, pixel, LP health, domain.
03Run it every launch and every edit — no exceptions.

Account Anatomy

Reading a spend report without fooling yourself

Most reports are read for comfort. Read yours for the decision it forces.

ROAS
0.0×
CAC
0
AOV
0
MER
0.0×

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

01Start from the action, not the chart.
02Segment before you average — averages hide the loser.
03If a number won't change a decision, stop staring at it.

Module

Your First Real Campaign

From idea to a live, properly-built test.

5 lessons ↓

Your First Real Campaign

Picking the one offer worth testing first

Your first test should be your best guess, not your safest one.

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

01Offer beats audience beats creative — start at offer.
02Pick the thing with the clearest reason to buy.
03One offer, one test — resist the buffet.

Your First Real Campaign

Audience: broad vs interest vs lookalike

In the AI-delivery era, the algorithm targets better than you do — mostly.

Campaign ACampaign B

Hover — where they overlap, your CPMs inflate.

01Broad + strong creative is the new default.
02Interests as a hint, not a cage.
03Lookalikes earn their place once you have data.

Your First Real Campaign

Budget: CBO vs ABO and when each wins

Campaign-level budget for scale, ad-set-level for control. Know which you need.

Budget at campaign level — the algorithm allocates. Best for scaling.

01ABO when you're testing and need clean reads.
02CBO when you're scaling and trust the algorithm.
03Don't mix the two mid-test.

Your First Real Campaign

Launch checklist — pause-first discipline

Build it paused, check it cold, then turn it on. Always.

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.

01Every asset assembled before anything is live.
02Final QA pass on the paused draft.
03Activation is the last step, never the first.

Your First Real Campaign

The first 72 hours

The learning phase is sacred — what you touch, you reset.

+20%
+20%
+20%
+20%
+20%
+20%

Scale in steps the algorithm can absorb — not by doubling overnight.

01Don't edit budgets or creative early.
02Let the algorithm find its footing.
03Watch leading signals, not final ROAS, on day one.

End of Fundamentals

That's the tier.

Anish Jajodia · Boring Commerce