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Case study

In affiliate marketing a case study, usually just called a "case", is a written or presented breakdown of one specific campaign: the offer and…

By Liam Mitchell · Senior Editor Updated 6 September 2026
In brief

In affiliate marketing a case study, usually just called a "case", is a written or presented breakdown of one specific campaign: the offer and vertical, the GEO, the traffic source, the funnel and creatives used, the spend and revenue figures, the timeline, and the lessons the author draws from it.

Definition

In affiliate marketing a case study, usually just called a "case", is a written or presented breakdown of one specific campaign: the offer and vertical, the GEO, the traffic source, the funnel and creatives used, the spend and revenue figures, the timeline, and the lessons the author draws from it. Cases circulate in affiliate communities, conference talks, network blogs and paid courses, and they serve several purposes at once — teaching a method, building the author's reputation, and generating leads for a network, a spy tool or a service.

A case is valuable when it is specific and honest about the parts that did not work. The useful content is the structure of the funnel, the sequence of tests, what failed before the winning combination was found, the exact metrics at each stage, and the constraints (cap, payout terms, account limits) that shaped decisions.

A case that only shows a screenshot of a large payout and a triumphant conclusion teaches nothing transferable.

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In context

Cases must be read with a critical eye because the incentives around them distort. Survivorship bias is pervasive: the campaigns that failed are rarely written up, so a reader sees a stream of wins and underestimates how many attempts it takes.

Numbers are often rounded generously, screenshots can be fabricated, and a case published by a network or a spy tool is also an advertisement for that product. Headline ROI figures — "300% profit" — are the least reliable part; the method, the failure points and the reasoning are what a reader should extract.

Used well, cases are a source of hypotheses rather than instructions. A case describing a quiz prelander beating a plain form for a Peru sportsbook is a prompt to test a quiz prelander on your own traffic, not a promise that it will win.

The affiliates who benefit most treat cases as a way to shorten the list of things to try, then validate everything with their own controlled tests, because a bundle that worked for someone else three months ago in a different account with different creatives may already be saturated.

Worked example

A published case describes scaling a Peru casino offer from $200 to $4,000 daily spend over six weeks at a 35% profit margin, using push traffic, a news-style prelander and a first-deposit-bonus angle. A reader takes the funnel structure and prelander idea, tests them on their own Chile traffic, finds the prelander helps but the margin is 12% not 35%, and adjusts their expectations accordingly.

Related terms

Frequently asked questions

How does Case study work in practice?+
Cases must be read with a critical eye because the incentives around them distort. Survivorship bias is pervasive: the campaigns that failed are rarely written up, so a reader sees a stream of wins and underestimates how many attempts it takes.
Can you give an example of Case study?+
A published case describes scaling a Peru casino offer from $200 to $4,000 daily spend over six weeks at a 35% profit margin, using push traffic, a news-style prelander and a first-deposit-bonus angle.
What terms are closely related to Case study?+
The closest related terms are ROI (return on investment), Creative. Each is linked in the related-terms block below.
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