Incremental Conversion

Incremental conversion is the extra actions, like purchases or sign-ups, that happen because of your marketing or personalization efforts. It shows the real impact of your campaigns. To calculate it, you compare a group that saw your campaign with a similar group that did not.

For example, if 200 people in the personalized group made a purchase and 160 in the control group did, the incremental conversions are 40. This means your campaign created 40 extra conversions.

Why use Incremental Conversion?

  • Pinpoint the number of additional conversions caused by your marketing and filterout customers who would have converted organically, so your ROI calculations reflect a genuine increase.
  • Use incremental conversion results to move budget away from low-impact activities and double down on campaigns proven to drive net-new customer actions based on statistically valid tests.
  • Track which workflows, touchpoints, or messages most reliably drive extra conversions, enabling continuous data-driven improvement of all journeys.

Incremental Conversion vs. Conversion Rate vs. Raw Conversions

MetricWhat is MeasuredWhen to UseLimitation
Raw ConversionsCount of total conversionsOverall performance, reporting volumeDoesn’t reveal efficiency or incremental impact
Conversion RateConversion efficiencyChannel/landing page effectiveness, CRO, testingDoesn’t show which conversions were driven by the campaign
Incremental ConversionExtra conversions from a campaign/testMeasuring lift from campaigns, personalization, A/B testsRequires a control group or baseline

FAQs

How do you calculate incremental conversion?

Incremental conversion is calculated by subtracting the control group’s conversion count from the test group’s. For example, if your campaign group gets 120 conversions and the control group gets 100, the incremental conversion is 20. For more precise formulas and examples see the article on incremental conversions summary metrics.

Why is incremental conversion important for ROI?

Incremental conversion measures only the conversions that your marketing actually caused, helping you avoid attributing natural or baseline conversions to your campaigns. This ensures ROI stats are accurate and actionable.

What’s the difference between conversion rate and incremental conversion?

Conversion rate is the overall percentage of visitors or users completing a desired action, while incremental conversion isolates the extra conversions attributed solely to your campaign or test above baseline. If you want to compare campaign incrementality vs control groups, see the definitions in the article on Onsite Analytics: Metric Definitions.

What channels or tactics benefit most from incremental conversion analysis?

Incremental conversion is most useful for paid media, personalization, lifecycle journeys, A/B testing, or multivariate tests, and retargeting, essentially anywhere you need to prove net-new impact.