Replace Mixpanel: smaller app

Q: How much do these SDKs typically add to my binary?

Varies by SDK. The cleanest way to see for your specific app is to build the release AAB twice — once with the SDK, once without — and diff the artefact sizes. Google's Android App Bundle Explorer or `bundletool` does this directly. Order-of-magnitude on a fresh Android app: heavy attribution SDKs and Firebase Analytics each add several megabytes once you account for transitive dependencies; lighter SDKs that ship as a single thin library may add a few hundred KB once shared deps are de-duplicated.

Q: Does binary size actually affect downloads?

Yes — particularly past Apple's 200 MB cellular-download cap and on lower-end Android devices with limited storage. Google's Play Console has internal metrics showing measurable install-rate differences when AAB size crosses common thresholds (50 MB, 100 MB).

Q: How does the size reduction work in practice?

Removing a single ~3 MB SDK from your release build shrinks the binary by roughly that amount. Multiplied by user installs, the cellular-data savings compound. iOS App Thinning handles per-device variants; Android AAB delivers size-optimised installs by ABI / density / language.

Q: Does the smaller SDK come at a feature cost?

Respectlytics intentionally doesn't bundle features it considers separate concerns: no ads, no attribution, no in-app messaging, no A/B testing, no crash reporting. Each of those is a dedicated tool's job. The smaller surface is the deliberate design — you add only what you actually use.

▸Example Mixpanel call (the "before")

swift Respectlytics

import Mixpanel

let mixpanel = Mixpanel.mainInstance()

// Identifies the user — distinct_id becomes joinable to email forever:
mixpanel.identify(distinctId: userId)
mixpanel.people.set(properties: [
    "$email": email,
    "$name": fullName,
    "plan": "pro",
])
mixpanel.track(event: "Paywall Purchase", properties: ["value": price])

App-binary size affects download conversion (especially on lower-end devices and cellular networks) and storage pressure for users with full phones. Heavy analytics SDKs (Firebase Analytics, AppsFlyer, Branch) routinely add several MB to the binary; Respectlytics's per-platform SDK is under 100 KB.

☑Remove Mixpanel cleanly

1
Remove pod 'Mixpanel' from Podfile
2
Remove implementation 'com.mixpanel.android:mixpanel-android:...' from build.gradle.kts
3
Remove mixpanel-react-native from package.json or mixpanel_flutter: from pubspec.yaml
4
Delete any Mixpanel.mainInstance().people.set(...) or identify() calls — those are the people-profile entry points
5
Replace mixpanel.track(...) call sites with Respectlytics.track("event_name")
6
Delete the Mixpanel project (or revoke the project token) in the Mixpanel admin once you've confirmed no more events arrive
7
If you used Mixpanel-driven cohort exports for marketing, plan the cutover to whatever replaces those flows

⇋Mixpanel vs Respectlytics — smaller app binary

	Mixpanel	Respectlytics
Typical contribution to IPA size	— see tool note above	< 100 KB
Typical contribution to APK / AAB size	— see tool note above	< 100 KB
Transitive dependencies	— see tool note above	None (zero third-party)

❓Frequently asked questions

How much do these SDKs typically add to my binary?

Varies by SDK. The cleanest way to see for your specific app is to build the release AAB twice — once with the SDK, once without — and diff the artefact sizes. Google's Android App Bundle Explorer or bundletool does this directly. Order-of-magnitude on a fresh Android app: heavy attribution SDKs and Firebase Analytics each add several megabytes once you account for transitive dependencies; lighter SDKs that ship as a single thin library may add a few hundred KB once shared deps are de-duplicated.

Does binary size actually affect downloads?