How to filter highly active users by iOS system version? Precise reach starts from this step

Today, as social platforms and private domain marketing become increasingly fierce, precise user screening has become one of the key means to break through the traffic dilemma. especially inIn platforms with strong account attributes such as Telegram and WhatsApp, identifying highly active users through "iOS system version" has become a new consensus among many overseas marketers and cloud control operators. So, what key behavioral clues can the iOS system version reveal? How to use it to judge whether an account has marketing value? This article will explain this screening logic to you in detail from a practical perspective.

iOS system version, revealing user device and behavior levels

The iOS system version is not a simple technical parameter. There are rich user behavior characteristics and device labels hidden behind it, which is an important clue to judge activity and value.

1. System version reflects device generation and usage frequency

lA new system usually means the user is using a newer modeliPhone devices, such as iOS 17 and above, are mostly seen in the iPhone 13/14/15 series. Such users tend to have strong spending power and have high social or work needs.

lIf users of the old system version are still stuck oniOS 12/13 is likely to be using old devices such as iPhone 6/7. Such users may have lower device configurations, low activity frequency, and weak marketing conversion rates.

2. Strong binding ecological behavior and stickiness

lUse higher versioniOS users usually bind Apple ecological products such as Apple ID, iMessage, and iCloud. The account binding is deep and the operations are frequent.

lOnce such users registerTelegram or WhatsApp are often used more frequently and stably than Android users, which is conducive to long-term operation and maintenance.

How to use the iOS system version with the account filtering system

In actual operation, simply checking the version is not enough. We need a complete set of matching systems to improve identification.

1. Combining registration detection and active screening modules

System version filtering does not exist independently, but as one of the account attributes judgment dimensions, and should be used in conjunction with the following modules:

lRegistration status check: Whether the account is already inTelegram or WhatsApp activation is successful.

lActive state identification:whetherLog in within 7 days and check whether there has been any recent interaction.

lOnline status analysis: Does it exist"Recently online" record and whether you are frequently disconnected.

After cross-recognition combined with the system version, the accuracy of screening numbers can be significantly improved to avoid accidentally touching low-quality users.

2. Batch collection+Hierarchical export mechanism

In platforms such as Digital Planet, throughThe API interface or native identification module can obtain the iOS system version number in batches and export the hierarchical list as follows:

liOS 17+: Highly active and high-value priority recommendation list;

liOS 15-16: Secondary stable operation object;

liOS 14 and below: Reserve or treat it as a low-active account, approach with caution.

iOS user screening, scenario analysis for adapting Telegram and WhatsApp

on different social platforms,The role of iOS system filtering in actual operations is also different. The following is a comparison of the two main scenarios:

1. InIn Telegram: Determining gift functions and interaction probability

lHigh versioniOS devices support more new features of Telegram (such as gift system, Stories interaction, etc.), and the platform will prioritize pushing new features;

lFilter those with higher system versionsTelegram account makes it easier to identify "real users" and "daily interaction accounts".

2. InWhatsApp: Identify stable users and non-device account swiping

lWhether WhatsApp is online for a long time after registration and whether it has voice/video call records is closely related to the device model;

lSome of the devices registered in batches through account brushing are often of lower versions.iOS devices have a high risk of short-term activity and long-term ban;

lUsers with higher versions of iOS usually have address book synchronization and iCloud data return, which means higher authenticity.

High versionWhat is the operational value of iOS filtering?

Operators who truly know how to screen willThe iOS version serves as one of the core "user stratification indicators" to achieve:

lAccurately distribute ads: Invest limited budget in high-value accounts to improveROI;

lImprove conversion rate: Set more attractive delivery content for users with high device generation;

lReduce the risk of account ban: Avoid using numbers registered with low-activity or batch brushing devices to improve compliance;

lEnhance private domain retention: High versionThe behavior of iOS users is stable and it is easier to accumulate private fans.

Conclusion: Account device screening is the starting point rather than the end point of operations.

passScreening accounts for the iOS system version is not an isolated operation, but runs through every link of "recruitment - screening - reaching - conversion - retention". If you want to achieve efficient traffic drainage and conversion in overseas social ecosystems, traditional registration detection alone is far from enough. Only by superimposing the device dimension, behavioral dimension and ecological binding dimension can you truly build a sustainable user screening model.

Digital Planet supports multi-dimensional account identification services.The iOS system version filtering function has been integrated into the batch detection and activity identification module, adapting to the usage scenarios of mainstream platforms such as Telegram and WhatsApp. If you want to know more about real account screening models, please feel free to contact the Digital Planet team for detailed solutions.

digital planet is a world-leading number screening platform that combines Global mobile phone number segment selection, number generation, deduplication, comparison and other functions . It supports customers worldwideBatch numbers for 236 countriesScreening and testing services , currently supports40+ social and apps like:

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