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Sep 25
1 min read

Updated: 4 days ago

The Swaf: Lifecycle Revenue Growth Case Study

The Swaf’s tracked owned-channel revenue reached $133,653 across March–August 2026, up from $18,284 in the same months of 2025. Welcome, recovery and post-purchase journeys supported a growing business.

Questions about the work

How should a large growth percentage from a small baseline be read?

The Swaf recorded $133,653 in tracked owned-channel revenue for March–August 2026 versus $18,284 in the same months of 2025. The low baseline and wider business growth are part of the context. Report the absolute amounts beside the percentage, and evaluate the welcome, recovery and post-purchase work without assigning all growth to a single intervention.

Does attributed email revenue prove incremental profit?

No. Attribution assigns orders to a channel under a reporting model. It does not show how many orders would have happened without the messages. Assess the stated dates, baseline, channel overlap and wider store performance, then use margin data and suitable holdout tests when the decision requires an estimate of incremental profit.

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