Glossary

Incrementality Testing

Measuring whether marketing actually drove additional conversions versus what would have happened without it.

Incrementality testing measures whether a marketing tactic actually drove incremental conversions — versus simply taking credit for activity that would have happened anyway. The classic method: a randomized holdout (A/B) test where one group is exposed to advertising and a control group is not, then comparing conversion rates. Variants include geo-experiments, intent-to-treat analysis, ghost ads, and conversion lift studies built into platforms (Meta Conversion Lift, Google Conversion Lift). Incrementality is the gold standard because it's causally rigorous; attribution is only correlational. Empire325 designs and operates incrementality tests for major paid channels, especially branded search and broad-targeted PMax.

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Performance Analytics

Marketing measurement, MMM, and incrementality testing to prove ROAS at the channel and creative level.

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