How to detect global mobile phone device models? Which method is most accurate?

In scenarios such as global communications, account registration, social marketing, device fingerprint identification, etc., accurately understanding the mobile phone device model used by the user has become a key basic task. Especially in batch operations involving multiple regions, multiple systems, and multiple brands, relying solely on device identification or common fields can no longer meet actual business needs. Therefore, global mobile phone device model detection has become an important screening module for cross-border service providers, data platforms, operators, and marketing systems.

In global communications, account registration, social marketing, device fingerprint recognition and other scenarios, accurately grasp the information used by users.Mobile device modelBecome a critical foundational work. Especially in batch operations involving multiple regions, multiple systems, and multiple brands, relying solely on device identification or common fields can no longer meet actual business needs. therefore,Global mobile phone device model detection, has become an important screening module for cross-border service providers, data platforms, operators, and marketing systems.

This article will focus on"How to do equipment model detection", "What are the identification dimensions", "How to adapt to different brands", combined with the detection capabilities of the Digital Planet platform, present you with a set of standardized, batch and automated detection solutions.

 

1. What is global equipment model testing?

Device model detection refers to through number, device access information, behavioral signaling or registration parameters.Identify the specific mobile phone model, system version, brand ownership and active status used by the useretc. content. Its core purposes include:

lDetermine the device asiOS or Android

lSpecify the specific model (e.g.iPhone 13 Pro Max, Samsung S22 Ultra)

lGet the system version (such asiOS 17.2.1, Android 14)

lDetermine whether it is a real user device or an emulator/virtual device

lHierarchical analysis of equipment value and usage habits

 

2. Why do we need to do equipment model testing?

In actual business, the equipment model is not aA "dispensable" reference item is a key indicator that determines whether a user is trustworthy, valuable, and capable of conversion.

Common application scenarios include:

lAnti-cheating identification: Identify virtual devices, large number of duplicate models, low-value emulators

lSocial account registration and risk control: High-value equipment has a higher registration success rate

lUser portrait layering:iPhone 14 and above devices usually have higher activity, conversion rate, and payment rate

lIntelligent distribution of advertising: Device model matches different advertising entrances

lCustomer service system is compatible with multiple terminals: Determine if the user is from Android oriOS side, automatic adaptation process

 

3. What are the shortcomings of conventional detection methods?

Many teams use the following methods to try to determine the device model:

lView browserUser-Agent

lpassApp registration interface returns device parameters

lUse mobile phone number segment to infer the brand used

But these methods have the following problems:

lUser-Agent can be forged, low security

lApp parameter return depends on client cooperation, cannot be used across platforms

lThe number segment can only determine the place of ownership, but the model cannot be inferred.

lPartial system shielding device details, high detection failure rate

to truly realizeCross-system, cross-brand, and cross-region device model detection, need to rely on higher-dimensional data calling and signaling identification logic.

 

4. Equipment model detection capabilities of Digital Planet Platform

As a detection platform covering global operators and equipment signaling,digital planet Provides mobile phone device model screening services for the global market. Whether the goal is marketing, anti-cheating, registration verification or account management, you can obtain device portraits with one click.

The main capabilities of the platform include:

1. Batch testing, covering global mainstream brands and models

Supports batch identification of real device models of global users through mobile phone numbers, device identifiers, access behaviors, etc., including but not limited to:

lApple series (iPhone 6 ~ iPhone 17 Pro Max)

lSamsung, Xiaomi, Oppo, Vivo, OnePlus and other major Android brands

lAfrica/Local brands in Southeast Asia such as Itel, Tecno, Infinix, etc.

2. Linkage judgment between system version and device model

It can determine whether the equipment operating system is too old (such asAndroid 7.0 or below), whether it meets the registration conditions and whether it is an environment supported by the current version.

3. Flag high-risk and low-value equipment

The system automatically identifies and tags the following devices:

lvirtual machine/emulator device

lBatch tools and equipment (the same model appears frequently)

lRisk control label equipment (registration failed multiple times)

4. Multidimensional data structure output

The output fields include: brand, model, system version, activity frequency, latest online time,SIM status, whether it is a real device, etc.

 

6. How does equipment model detection improve business results?

● Improve registration success rate

The platform has risk control thresholds for certain social application registrations. High-value devices have a high registration success rate, and low-version Android or simulated devices are easily rejected.

● Optimize account pool structure

uniformly filter out all items belowFor devices below Android 9 or iPhone 8, build a high-quality account resource pool.

● Screen high-converting user groups

Combine user behavior and device models to accurately target user groups with high conversion intentions and high payment rates.

● Reduce risk control and account ban probability

Simulation devices are easy to be identified and banned by the platform. Removing these devices can significantly reduce the failure rate of account maintenance.

 

7. Application example: Upgrading the screening strategy of a social account studio

A Southeast Asian social registration team imports over 100,000 users every dayThere are 100,000 numbers. In the past, manual blind testing was used to register and then select the "successful" accounts. The success rate was low and the cost was high. After accessing the Digital Planet device model detection service, only the number pool corresponding to devices with "iPhone X or above + Android 11 or above" will be filtered out. The registration success rate increased from the original 35% to 72%, the platform interception rate dropped significantly, and the overall production capacity nearly doubled.

 

Device model is not only a technical indicator, but also a key dimension to measure user authenticity, conversion value, and registration risk. Digital Planet provides global equipment testing services, supports batch calls, structured exports, risk control tags, and platform adaptation, and is suitable for various cross-border service scenarios. If you are dealing with global mobile device users and are building a high-quality registration pool, user profile library or marketing screening process, you may wish to access Digital Planet's device model detection system to complete a comprehensive data quality upgrade.


digital planetis 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:

whatsapp/line, twitter, facebook, Instagram, LinkedIn, Viber, zalo, binance, signal, skype, DISCORD, Amazon, Microsoft, Truemoney, Snapchat, kakao, Wish, GoogleVoice, Botim, MoMo, TikTok, GCash, Fantuan, Airbnb, Cash, VKontakte, Band, Mint, Paytm, VNPay, Moj, DHL, Okx, MasterCard, ICICBank, Byb Wait.

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 filteringwait.

Platform provides Self-screening mode, generation screening mode, fine screening mode and customized mode, to meet the needs of different users.

Its advantage lies in integrating major social networking and applications around the world, providing one-stop, real-time and efficient number screening services to help you achieve global digital development.

You can find it on the official channelt.me/xingqiuproGet more information and verify the identity of business personnel through the official website. official businesstelegram:@xq966

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