Fix purchase tracking before ads learn from bad events.

Zoruko traces the exact path from store confirmation to your backend and ad platforms, then ships the code changes that make purchase signals real, deduped, and reviewable.

Run purchase scan See sample audit

StoreKit / Playsettled purchase

Server truthvalidated receipt

Ad platformsdeduped event

purchase.signal.ts

if (receipt.acknowledged) {
  send("Purchase", {
    value,
    event_id,
    source: "server"
  })
}

Receipt-gatedpurchase events fire only after billing truth is known

Server-mirroredMeta and TikTok receive events when client signal is weak

Dedupedevent ids match across client, server, and ad platforms

StoreKit / Playsettled purchase

Server truthvalidated receipt

Ad platformsdeduped event

purchase.signal.ts

if (receipt.acknowledged) {
  send("Purchase", {
    value,
    event_id,
    source: "server"
  })
}

Stop counting fake purchases.

A purchase event should not fire because a paywall closed or a store sheet returned control. It should fire when the store and your backend can prove the user received the entitlement.

Gate purchase events behind receipt validation or billing acknowledgement.
Separate pending, cancelled, failed, and settled purchase states.
Prevent Meta and TikTok from optimizing on purchases that never settled.

Signal qualitybad purchases removed from learning

InstallPaywallPurchase

Give ad platforms the same conversion truth your app sees.

Client SDK events are easy to lose on mobile. Zoruko adds the server-side path, dedupe key, and recovery queue needed to keep conversion data consistent.

Mirror high-value purchases to server-side event routes.
Keep event ids stable across app, backend, and ad platform delivery.
Add checks for missing value, currency, product id, and user identity fields.

scan app/
trace billingClient
trace StoreKit.Transaction
match server event_id
plan 3 safe fixes

purchase.tsbilling.ktcapi.tsrefund.ts

Ship the fix as code your team can review.

Each issue becomes a scoped pull request with the event path, risk, expected behavior, and test notes attached.

Small diffs for purchase handlers, server routes, and event dispatchers.
Regression notes for the purchase states touched by the PR.
Rollback context so engineering keeps merge control.

Make every purchase event safe enough to train campaigns.

Connect the repo, run the scan, and review the first purchase tracking fix before your next budget increase.

Start purchase tracking audit

Stop counting fake purchases.

A purchase event should not fire because a paywall closed or a store sheet returned control. It should fire when the store and your backend can prove the user received the entitlement.

Gate purchase events behind receipt validation or billing acknowledgement.

Separate pending, cancelled, failed, and settled purchase states.

Prevent Meta and TikTok from optimizing on purchases that never settled.

Give ad platforms the same conversion truth your app sees.

Client SDK events are easy to lose on mobile. Zoruko adds the server-side path, dedupe key, and recovery queue needed to keep conversion data consistent.

Mirror high-value purchases to server-side event routes.

Keep event ids stable across app, backend, and ad platform delivery.

Add checks for missing value, currency, product id, and user identity fields.