Cheerful research

What we measured

Cheerful runs real campaigns and measures real creators, so these are our own observations rather than a summary of somebody else's. Every figure ships with its sample size, its date, and the rule we used to exclude rows — including the columns we decided not to publish because the denominator was too thin to mean anything.