9 min read
Revenue attribution for digital products
Start from the payment. Work backward to the source.
· Grometrics Team
Start with the receipt
Most analytics tools start with the visit. Revenue attribution should start with the receipt. A buyer paid, renewed, upgraded, refunded, or charged back. The report has to explain where that money came from before anyone decides what to scale.
That sounds small, but it changes the whole dashboard. A source with a lot of sessions but no paid customers moves down. A landing page with fewer visits but higher customer value moves up. A campaign with cheap leads but expensive refunds stops looking successful.
- Pageviews explain attention
- Events explain behavior
- Revenue explains whether the work was worth repeating
- Refunds and renewals explain whether the channel created quality customers
The source-to-sale record
Good attribution is not magic. It is a record that survives from the first touch to the payment event. If the source, landing page, campaign, visitor, customer, and transaction never meet, the operator is left guessing.