Definition
Incremental conversion rate measures the share of conversions that would not have happened without ads.
Formula
Incremental conversion rate = incremental conversions / total conversions
Example
If 120 conversions are incremental out of 400 total, incremental conversion rate is 30%.
How to use it
- Estimate with holdout or lift tests instead of attribution alone.
- Use the rate to adjust reported ROAS to true incremental ROAS.
- Track it by channel; incrementality varies by intent and audience.
- Track by cohort and audience maturity to avoid overstating new-user impact.
- Recalculate after creative, offer, or bidding changes that alter user mix.
- Report confidence intervals to reflect test uncertainty.
- Use the rate to set scaling thresholds for incremental profit.
Common mistakes
- Assuming last-click conversions are all incremental.
- Ignoring conversion lag when measuring incremental impact.
- Using short windows that miss delayed conversions.
- Comparing incremental rate across channels with different test designs.
- Treating small lift tests as definitive for large budget shifts.
- Ignoring differences in average order value across test groups.
Measured as
Incremental conversion rate = incremental conversions / total conversions
Misused when
- Assuming last-click conversions are all incremental.
- Ignoring conversion lag when measuring incremental impact.
- Using short windows that miss delayed conversions.
- Comparing incremental rate across channels with different test designs.
- Treating small lift tests as definitive for large budget shifts.
- Ignoring differences in average order value across test groups.
Operator takeaway
- Estimate with holdout or lift tests instead of attribution alone.
- Use the rate to adjust reported ROAS to true incremental ROAS.
- Track it by channel; incrementality varies by intent and audience.
- Use Incremental Conversion Rate only inside a stable attribution rule, conversion definition, and time window so campaign comparisons stay honest.
- If performance changes, check whether the metric moved for a real business reason or because the measurement setup changed underneath you.
Next decision
- Quantify the impact with Incrementality Lift Calculator if you need to turn the definition into an operating assumption.
- Read Attribution vs incrementality: what to trust, when, and how to test if the decision depends on interpretation, policy, or trade-offs beyond the raw formula.
Where to use this on MetricKit
Calculators
- Incrementality Lift Calculator: Estimate incremental conversions, incremental ROAS, and incremental profit from a holdout test.
Guides
- Attribution vs incrementality: what to trust, when, and how to test: A practical guide to attribution vs incrementality: common attribution models, window pitfalls, how MER/marginal ROAS fit in, and how to run holdout/geo tests.