Sandbox / TestFlight / internal install exclusion before payback review

Analysis

By UA Ledger staff1 min read

Sandbox / TestFlight / internal install exclusion before payback review

QA traffic pollutes small soft-launch cohorts. Checklist using AppsFlyer test-device and Protect360 notes.

Soft-launch payback on a few thousand installs dies when QA and TestFlight traffic stay in the cohort.

Checklist

  1. Register test devicesProtect360 FAQ notes unregistered test installs can be treated under fraud algorithms; register devices first.
  2. Filter non-production installs — Exclude TestFlight / internal tracks from the payback extract in BI.
  3. Sandbox purchases out — Sandbox IAP must not enter cash ROAS.
  4. Validation rules — Where useful, validation rules can block untargeted version/geo patterns.
  5. Recompute — After exclusions, re-freeze the soft-launch cohort before any scale decision.

Facts vs limits

Reference table
FactLimit
Test-device registration is documented for Protect360Apple TestFlight product page not required for the MMP control
Validation rules are configurableExact internal CID lists are studio-specific

CSV.

Draft prepared 20 September 2026. Local expansion-500 file; human editorial review pending. No CMS write.

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