How to batch filter Android devices? Is there any detection method that can distinguish system versions?
In global business scenarios such as social registration, account maintenance, advertising, and risk prevention, Android devices have become the most difficult category to screen due to their complex models and numerous system versions. There is a problem of mixed Android devices among a large number of platform users, registered devices, and card merchant resources.——These include not only high-value real machines, but also a large number of simulators, low-end machines, and risk-controlled models.
Therefore, howBatch filter Android devices,andDifferentiate system versions, becoming a key link in data cleaning, account management, and behavior modeling.
1. Why do Android devices need more screening?
Compared with Apple devices, the openness of Android systems brings flexibility, but it also brings huge management challenges.
Frequently asked questions include:
lThere are too many Android device brands and serious model fragmentation
lDifferent system versions vary greatly, with different compatibility and risk control levels.
lA large number of emulators disguised as real Android devices
lAndroid virtual machines are widely used for account brushing, batch registration, etc., and can easily trigger the platform’s account ban mechanism.
lAndroid brands active in different markets vary greatly (for example, the African market isMainly Itel and Tecno)
Therefore, a complete Android device screening mechanism must be established before any account use, device binding, social registration, and marketing distribution.
2. What is batch screening of Android devices?
Android device filtering isn’t just aboutThe binary judgment of "Android vs. non-Android" includes the following key dimensions:
lspecific brand identity(likeSamsung, Xiaomi, Vivo, Tecno, etc.)
lAccurate model identification(likeSamsung A52, Redmi Note 11, etc.)
lSystem version identification(Android 8, 9, 10, 11, 12, 13, 14…)
lDevice active status identification(Whether it is in use, active, online recently)
lIs it an emulator?/virtual device identification
lIs it a common device in the risk control number segment?
Only by identifying these dimensions simultaneously can we filter out from a large number of devices.Real Android user devices worth using.
3. What are the disadvantages of traditional screening methods?
Some teams rely on browsersUA, registration log parameters or third-party libraries are used to filter Android devices, but the actual effect is not good:
lThe User-Agent field is easily forged
lThe simulator can customize the model and system information
lRegistration behavior may not truly reflect the device status
lThe system version field may be cleared or falsely returned
To make matters worse, most detection methods cannot be executed in batches and can only rely on front-end crawling or manual identification, which is extremely inefficient and has a high misjudgment rate.
4. How does the Digital Planet platform screen Android devices in batches?
The Digital Planet platform builds a complete system by combining global operator networks, signaling behaviors, device binding data, database verification and other multi-source technologies.Android device identification and screening system, adapted to data processing needs of more than 10,000 levels.
Key features include:
1. Batch identification of brands and models
Can be based on mobile phone number or deviceThe ID identifies the brand and precise model of the device being used, including mainstream brands (Samsung, Xiaomi, Oppo, Vivo, OnePlus) and overseas niche brands (Itel, Infinix, Realme, etc.).
2. System version automatic analysis
Automatic extractionAndroid system version, and compare it with the version compliance range set by the platform (for example, only users with Android 10 or above are retained).
3. Virtual device detection
The platform has emulator recognition logic and can accurately mark Android devices running in a virtual environment. It is suitable for factory registration and account maintenance platforms to eliminate abnormal device usage sources.
4. Risk equipment identification and classification
The system can determine whether the device frequently appears in failed registrations, complaints, and risk control actions, and assignLabels such as "high risk", "medium risk" and "recommended use".
5. Multi-scenario adaptation
It is suitable for various business needs such as account pool management, social platform registration, data cleaning, resource purchase and acceptance, advertising distribution equipment screening, etc.
5. Why is Android system version screening important?
Many social platforms, registration channels,App containers have minimum requirements for system versions. For example:
lWhatsApp does not support Android 4.0 and below
lDuring the registration process of multiple platformsDevices below Android 6 directly prompt "incompatible"
lDevices below Android 7 are prone to being intercepted or prompted for risky registration due to backward security protocols.
And higher system versions such asDevices running Android 11, 12, and 13 are not only highly secure and stable, but also often mean that the user's device is newer and more frequently used, making it more suitable for binding the main account and main delivery channel.
By filtering system versions, you can:
lEliminate devices that do not meet registration conditions
lAvoid frequent failures of risk control segment equipment
lUnify and build a standardized registration environment
lImprove account stability and login success rate
6. Real case: How to use Android screening to improve the success rate?
A cross-border registration team uses Android card numbers to conduct registration in the Brazilian market.WhatsApp registration found that the registration success rate was only 38%. After the introduction of the Digital Planet Android device screening system, only the corresponding numbers of devices with a system version of Android 10 or above are retained. The registration success rate quickly increased to 82%, and the abnormal account login rate dropped by more than 50%.
Through layered strategic operations, the team invested high-quality Android device accounts in paid promotion, and bound low-version devices to low-risk channels, significantly improving overall resource utilization.
7. Whether to supportAPI access and multi-location detection?
Digital Planet Platform supports allAPI calls and geographical area identification:
lCan batch filter corresponding Android models and brand distribution by country and region
lSupport and registration system,SCRM, account management platform docking, real-time screening
lParameters can be set to automatically eliminate low-version, high-risk, and high-complaint-rate devices
lUniversal configuration in multiple regions, adapting to differences in equipment structure in multiple regional markets in Asia, North America, Latin America, and Africa
The platform can also develop whitelist or blacklist policies for specific brands, such as only allowingRegister Samsung A series devices, or exclude devices with high simulator frequency in the Itel and Tecno number ranges.
Android device screening is no longer a simple parameter identification problem, but a key link directly linked to account quality, registration success rate, platform risk control, and conversion efficiency. With the help of Digital Planet's batch screening capabilities, you can quickly exclude unavailable devices, accurately target highly active and high-converting Android user groups, and build a powerful device identification base for global social advertising and account systems.
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