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Advanced ยท 8h 5m ยท 36 lessons

Performance Marketing

The economics behind every ad account: measure it, or you're just spending.

What you'll learn

  • โœฆExplain why brand and performance are complements, and what cutting one does to the other
  • โœฆBuild a unit economics model and derive a break-even ROAS instead of picking one
  • โœฆTrace a CPA change back through the metric stack to the link that moved
  • โœฆCheck whether a keep-or-cut decision flips across attribution models before acting on it
  • โœฆDesign an incrementality test, and compute in advance whether it could work
  • โœฆAllocate budget by equalising marginal return, and find the right spend level
  • โœฆTest creative concepts, not executions, as the largest lever you control
  • โœฆForecast with a saturation curve rather than a multiple, and scale in measured steps
  • โœฆPresent a quarter in three sentences and six numbers, and price growth rather than refusing it

Part of these career paths

Certification projects

Build 6 projects to earn your certificate

Hands-on work that proves you can apply what you learned โ€” part of the certificate requirements.

View projects โ†’

Syllabus

Module 1 ยท 55m
What performance actually means Free
What you'll be able to do
  • Can explain why brand and performance are complements, not rivals, and what happens once brand spend is cut
  • Can tell a reported conversion apart from one the advertising actually caused
  • Can name the five repeatable ways performance marketing fails, including the ones that look like success
  • Can judge a campaign only after its learning phase, on a review date set in advance
Module 2 ยท 53m
Unit economics Locked
What you'll be able to do
  • Can compute contribution margin and a break-even ROAS from an order's real costs
  • Can compute CAC, AOV, repeat rate and LTV using honest, non-flattering definitions
  • Can explain why LTV:CAC and payback period answer different questions, and check both before scaling
  • Can rank the levers on a failing business's unit economics and say which ones marketing actually controls
Module 3 ยท 54m
The metric stack Locked
What you'll be able to do
  • Can trace CPM, CTR, CPC, CVR, CPA and ROAS as one linked chain, not six independent numbers
  • Can state what each metric in the stack is honest about and what it stays silent on
  • Can explain why platforms' reported conversions add up to more than a business's real customers
  • Can diagnose a CPA rise back to the exact link in the stack that moved
Module 4 ยท 54m
Attribution Locked
What you'll be able to do
  • Can show how the same data produces different keep-or-cut decisions under different attribution models
  • Can choose an attribution model deliberately and state the rule for changing it later
  • Can explain how an attribution window changes reported results without changing anything real
  • Can decide a budget when the attribution models disagree, using the portfolio's blended MER
Module 5 ยท 55m
Incrementality and testing Locked
What you'll be able to do
  • Can separate a reported conversion from an incremental one using a control group
  • Can compute the minimum detectable effect a test needs before designing it
  • Can choose among a geo holdout, a platform lift test, a ghost ad and before-and-after by what each costs
  • Can design an incrementality test with a fixed end date and acceptance criteria set in advance
Module 6 ยท 53m
Budget allocation Locked
What you'll be able to do
  • Can find a channel's marginal CPA and use it, not the average, to decide whether to spend more
  • Can allocate a budget across channels by equalising marginal return
  • Can explain why a fully optimised portfolio still needs a deliberate experimental tier
  • Can find the profit-maximising spend level for a budget, separate from how it's split
Module 7 ยท 54m
Creative as the biggest lever Locked
What you'll be able to do
  • Can explain why creative became the biggest lever once targeting and bidding were automated
  • Can set a creative refresh cadence from an account's own fatigue trigger, not a fixed calendar
  • Can design a creative test that isolates one variable so the result transfers to the next brief
  • Can pick an affordable test metric for creative and validate the winner before scaling it
Module 8 ยท 54m
Forecasting and scaling Locked
What you'll be able to do
  • Can explain why multiplying today's results by a budget increase overstates a forecast
  • Can name the six things that break when a campaign scales, and which ones a forecast misses
  • Can choose between efficiency, profit and volume as a spending objective, and state which one is in use
  • Can price what a scaling decision would actually cost in forgone profit
Module 9 ยท 53m
Reporting to a business Locked
What you'll be able to do
  • Can translate a marketing result into the three questions a business actually asks
  • Can build a six-number dashboard that leads with a decision, not an activity count
  • Can defend a number that depends on the product, price and competition, using dated, checkable evidence
  • Can present a quarter to a board in three sentences and six numbers

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