How to identify mobile phone model? Quickly determine equipment value and account

In the process of global social platform marketing and private domain operations, more and more companies are beginning to pay attention to user identification in the device dimension. and"Mobile phone model identification" is the most basic and core step. It is not only related to the compatibility and operating environment of the device itself, but also reflects the user's spending power, account activity and risk control risks.

So, how to quickly judge the quality of the account based on the mobile phone model? How to do batch identification? This article will focus on the identification principles, screening logic and practical methods to present you a practical equipment model identification system.

What is the significance of mobile phone model identification?

The model of a mobile phone not only represents its brand and series, but also contains many key information behind it such as system version, hardware capabilities, life cycle, price positioning, etc. This information has the following value in account operations:

1. Preliminary determination of user portrait

New flagship models usually represent users with higher spending power and social needs, and are suitable for high unit price services or in-depth operations.

2. Activity estimation reference

Mid- to high-end devices are used more frequently and are more likely to be bound to social platforms to achieve multi-platform linkage, which is conducive to identification"Real active account".

3. Risk control risk warning

Some low-end device models are widely used in the account trading market for registration, account maintenance, and cloud control operations. They have high frequency and high risk control rate, and must be identified and isolated in advance.

What does the model identification dimension include?

A complete set of mobile phone model identification logic, not just identification"iPhone 13 Pro" or "Xiaomi 11", but combine multiple fields for parsing:

lEquipment brand(likeApple, Samsung, Xiaomi, Huawei, etc.)

lSpecific model(likeiPhone 13 Pro Max, Redmi Note 11)

lSystem platform(iOS/Android)

lSystem version(likeiOS 17.4, Android 13)

lFirst activation time or registration time

lEquipment life cycle and update frequency

When this information is combined together, it can be initially determined whether the device belongs to"High activity, high value, high stability" equipment category, which in turn affects whether the account is suitable for introduction and operation.

How to determine whether the account number is based on the mobile phone model"valuable"?

The following are some typical identification logic references:

liOS users using iPhone 13 and above → Often users with high-frequency social activities, suitable for reaching high-conversion products

lAndroid users use SamsungS series, Xiaomi digital series new models → High daily activity rate and high probability of interaction

lAndroid users use domestic low-priced models (such asCoolpad, Transsion series) → Mostly used for registration/account brushing/batch behavior, the risk index is relatively high

lModel identification is empty or is a virtual device name → It is most likely that the simulator or API is forged, and it is directly marked as an abnormal device.

Practical method of identifying mobile phone models in batches

If you want to identify device models on tens of thousands of mobile phone numbers, it is unrealistic to rely solely on manual operations. You must use a platform-based detection system to complete batch work.

Recommended use: Digital Planet’s device identification system

Digital Planet supports batch import of global mobile phone numbers and automatically identifies the brand, model, system platform and usage status of the device bound to it. The complete process is as follows:

1. Import mobile phone number list

Upload a list of mobile phone numbers including country codes (TXT/CSV format is acceptable), supporting processing of hundreds of thousands of data at one time.

2. Automatically identify device model information

The system cross-identifies the current corresponding device model and system version through the operator, device information database, behavior path, etc.

3. Output structured recognition results

The fields corresponding to each mobile phone number include: brand, model, system, platform, active status, registration status, risk control label, etc.

4. Mark usable and risky devices

High-risk models or unusual device behavior will be flagged asPrompts such as "requires review" and "not recommended for use" facilitate subsequent screening by the operations team.

Examples of common application scenarios

lPrivate domain user pool filtering: Eliminate accounts corresponding to worthless device models to improve overall operational health.

lSocial accounts add new layers: Classify users into different levels according to their device models and formulate different reach strategies.

lSocial ad targeting testing: first facingLaunched to users of iPhone 14/15 and other devices to test the conversion rate of high-end users

lPrevent cloud control from registering devices in batches: By identifying duplicate models/Low-end equipment/Virtual equipment, remove risky registration numbers with one click

summary

Mobile phone model identification is not just a technical detection, but also a user screening logic. It allows you to quickly locate among the massive list"Accounts worth operating" while avoiding device groups that are registered in batches, easily blocked, or have extremely low conversion rates.

Through batch identification on the Digital Planet platform, you can easily complete the integrated screening process from device brand, model, system version to behavioral tags, truly controlling account quality from the source of the device, and laying a solid foundation for your social platform operations and marketing decisions.

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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The platform has several features including Open filtering, active filtering, interactive filtering, gender filtering, avatar filtering, age filtering, online filtering, precise filtering, duration filtering, power-on filtering, empty number filtering, mobile phone device filtering wait.

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