Season pass refund rate versus standard IAP refund rate

Analysis

By UA Ledger staff1 min read

Season pass refund rate versus standard IAP refund rate

Labelled synthetic lab comparing pass versus standard IAP refund rates as reader inputs, anchored to Apple refund-notification and consumption-request documentation.

Season-pass refunds and standard IAP refunds are often collapsed into one MMP “refund rate”. That hides whether passes are driving the haircut that distorts SKAN/MMP revenue bridges. This lab keeps both rates as labelled synthetic inputs and shows the bridge math. It does not invent an industry pass-refund average.

Refund definition (body-read)

Apple’s Handling refund notifications states customers may request refunds via Apple Support, reportaproblem.apple.com, or their payment issuer, and that the App Store sends a REFUND notification for consumable, non-consumable and non-renewing subscription products. The App Store Server API overview documents Send Consumption Information after CONSUMPTION_REQUEST and Get Refund History. Exact approval rates are not published as a genre benchmark on these pages.

Synthetic worked example (labelled)

Reference table
InputValueNotes
Pass gross (period)8,000Synthetic
Pass refund rate0.08Reader input — not a benchmark
Standard IAP gross12,000Synthetic
Standard IAP refund rate0.03Reader input — not a benchmark
Reference table
OutputWorked-example result
Pass net after refunds7360.0000
IAP net after refunds11640.0000
Blended refund rate0.0500
Pass share of refund dollars0.6400

Blended refund rate = (8000×0.08 + 12000×0.03) / 20000 = 0.05. Pass accounts for 640 of 1000 refund dollars (64%) despite being 40% of gross.

Facts versus limits

Reference table
FieldEvidence
Apple refund notification typesHandling refund notifications / Server API
Published pass-vs-IAP refund benchmarkNot on cited pages
Google Play refund automationOut of scope for this Apple-anchored lab
SKAN null interactionNot modelled here

Download the lab card.

Draft prepared 20 September 2026. Synthetic teaching example; human editorial review pending. No CMS write.

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