Control groups

A comparison group that doesn't receive the treatment being studied — like advertising exposure — so its behaviour reveals what would have happened without it.

Example

In a brand lift study, the control group answers the same survey questions as the exposed group but never saw the campaign.

Why marketers care

Without a proper control group, it's impossible to separate the effect of advertising from everything else that could explain a change in behaviour.