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Replace Kochava No PII collected

Replace Kochava to stop collecting personal data in analytics

Migrate from Kochava to Respectlytics. 5-field event schema enforces no PII at the API boundary. Helps developers avoid collecting personal data.

Example Kochava call (the "before")

swift Respectlytics
import KochavaTracker

KochavaTracker.shared.registerWithAppGUID("YOUR_APP_GUID")

let event = KochavaEvent(eventTypeEnum: .purchase)
event.appStoreReceiptBase64EncodedString = receiptBase64
event.priceDoubleNumber = NSNumber(value: price)
event.currencyString = "USD"
event.userIdString = userId
KochavaTracker.shared.send(event: event)

Most analytics SDKs accept arbitrary event parameters — the path of least resistance for an engineer adds user_id, email, phone, address to events over time. Respectlytics's 5-field event schema (event_name, session_id, timestamp, platform, country) rejects extra fields at the API with a 400 — making PII drift architecturally impossible.

Remove Kochava cleanly

  1. 1

    Remove pod 'KochavaTracker' from Podfile

  2. 2

    Remove implementation 'com.kochava.tracker:tracker:...' from build.gradle

  3. 3

    Remove react-native-kochava-tracker from package.json if used

  4. 4

    Remove KochavaTracker.shared.registerWithAppGUID(...) and sendEvent(...) call sites

  5. 5

    Remove NSUserTrackingUsageDescription from Info.plist if Kochava was the only ATT-needing SDK

  6. 6

    Remove AD_ID permission from the merged Android manifest if no remaining SDK contributes it

Kochava vs Respectlytics — no pii collected

KochavaRespectlytics
Accepts arbitrary event parametersYes (per-event params or properties)No (5-field schema, extras rejected with 400)
Persistent user identifier— see tool note aboveNo (session_id rotates every 2h, RAM-only)
IP address stored— see tool note aboveUsed transiently to derive country, then discarded
Per-user historical record— see tool note aboveOut of scope (use your account system)

Frequently asked questions

How do we attribute revenue to a specific user without `user_id`?

You don't — at least not in your analytics. Your billing system (Stripe, RevenueCat, App Store Connect) is the authoritative source of per-user revenue, with refund-aware totals and the appropriate access controls. Respectlytics tells you the product signal (conversion rate, funnel completion) at the session level; per-user revenue lives where it belongs.

What if our analytics team needs to slice by user segment (paid vs free)?

Encode the segment into the event name. Instead of track('paywall_view', { tier: 'paid' }), fire track('paywall_view_paid_user') and track('paywall_view_free_user'). The aggregation buckets them automatically; no per-user identity is stored.

Doesn't the country field count as personal data?

Country-only resolution is generally considered the most minimised form of geographic data and is widely accepted in privacy reviews — but consult your legal team to determine your specific situation. Respectlytics derives country from the request IP server-side, then discards the IP before storing the event.

What happens if a teammate accidentally adds an extra field to a `track` call?

The API returns a 400 with the offending field name in the response body. Your integration test fails on the first run that includes the new field, so the regression is caught at PR review — not after months of unnoticed silent PII collection.

Related migration guides

Track what matters. Collect nothing you don't.

Five-field event schema, RAM-only event queue, no IDFA, no AAID, no persistent user IDs. Helps developers avoid collecting personal data in the first place.