In the processing of massive user equipment,The distinction between iOS and Android systems is not only a technical distinction, but also directly related to account registration success rate, platform risk control determination, delivery content matching and user value assessment. For teams that do cross-border business, batch registration, data cleaning, and marketing distribution, many problems are not caused by "unavailable numbers", but rather by equipment system types and versions that are not clearly identified.

So,How to accurately judge iOS and Android devices? Can it be automatically classified according to system version? This article will systematically answer these two questions, and combine practical scenarios to introduce how to use the Digital Planet platform to batch process device system identification and version stratification.

1. Why is system type and version identification important?

In actual business, many operators habitually regard the device as a unified label field, often simply labeling it"iOS" or "Android", or even some projects simply ignore the device system logic, causing the following problems to occur frequently:

lSocial platform registration frequently fails due to system mismatch

lThe risk control policy is set incorrectly and the Android emulator is mistaken for a real device.

lHigh-risk registered accounts use expired system versions and are not removed in time.

lThe delivery content format is incompatible with the user's device system and the user experience is degraded.

lAn error occurred in the binding of multiple terminals and multiple accounts, causing the main account to be blocked and semicolons to be confused.

Only do it at the same timeSystem type identification+ System version classification, in order to build a truly controllable user structure.

two,What are the key differences between iOS and Android devices?

1. Different identification difficulties

The iOS system is relatively closed, with a unified data structure and clear version distribution; the Android system is seriously fragmented, with many brands, mixed models, frequent system customization, and greater difficulty in identification.

2. Different risk control rules

Social platforms generallyiOS devices are more trustworthy, and newer versions of iOS devices will almost never trigger primary risk controls; Android devices, on the other hand, have a large number of emulators and account swiping machines, making them easily flagged.

3. Registration performance is different

In actual testing on multiple platforms, the same number was boundThe registration success rate for iOS devices is as high as 80%, but the success rate for older Android devices may be less than 40%.

4. Different levels of user value

iOS users tend to be more active and have better conversion rates; Android user groups need further differentiated management based on system versions.

3. Can system version identification be automatically implemented?

Can. The device identification module of the Digital Planet platform has implementedsystem type (Automatic identification and classification processing of iOS/Android) and system versions. Its underlying logic completes judgment through multi-dimensional signaling detection, data matching, and version mapping table analysis, and supports batch import detection of millions of data.

Users only need to provide their mobile phone number, device identification or registration track, and the system will return the following information:

lSystem type:iOS/Android

lSystem version number: such asiOS 16.7.2 or Android 11

lVersion tiering: can be defined asThere are three levels of "recommended use", "can be used" and "need to be eliminated"

lIs it a high-risk system version?

lIs there a simulation/tampering

lWhether it matches the device model (iPhone 14 running iOS 12 will be recognized as abnormal)

The entire process does not require manual intervention and supportsAPI access, standard output format, easy to integrate with business systems.

4. What can be done after classification?

1. Build a high-quality registered device pool

only keepDevices with iOS 15 and above and Android 10 and above are used as the main account binding pool to eliminate low-version risky devices and significantly increase the registration success rate.

2. Content delivery system adaptation

againstDeliver concise and experiential content to iOS users, and deliver highly interactive content to high-version Android users to avoid content mismatches and loss.

3. Batch troubleshooting of simulators

After being recognized by the Android system, it can simultaneously identify whether it is an emulator and delete virtual environment accounts in batches.

4. Refinement of user value labels

The newer the system version, the newer the device and the higher the user activity, which can be used for behavioral labeling, conversion prediction, payment modeling and other dimensions.

5. Register logical intelligent diversion

The platform can automatically guide you into different registration logical channels according to the system type and version (iOS users have priority in email registration, and Android users have priority in SMS registration) to improve registration efficiency.

5. Practical application: How does the account studio stratify the numbers?

A certain Middle East market account factory imports batches before deployment and registration200,000 numbers, identified by the Digital Planet System:

liOS system: about 37,000, all of which are iOS 14 and above, judged to be stable for registration

lAndroid system: about 160,000, of which 50,000 are versions below Android 7 and are marked as "risk versions", and another 20,000 device environments are emulators

The platform sets the following screening strategies based on the above information:

liOS account priority registration Telegram main account

lRegister an auxiliary account for Android 10 or above devices

lRemove everything below Android 7

lThe simulator account is exclusively used for risk control testing and does not enter the main account pool.

The final registration success rate increased61%, the probability of account being blocked is reduced by 68%, and the risk control misjudgment rate of the registration platform is significantly reduced.

Accurate judgment of device system type and system version determines whether you are using resources correctly. Just know it is“Android” or “Apple” is not enough;The difference in version information determines whether the device is stable, usable, and worth binding an account.

Through Digital Planet's system identification capabilities, you can achieve fine stratification, precise delivery, and efficient registration among massive devices.The judgment of iOS and Android devices no longer relies on experience, but is a basic ability that can be systematically managed.

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