Practical combat of user device type screening: precise filtering process from brand to model
When operating accounts on global social platforms such as WhatsApp, Telegram, and LINE, user device type is often overlooked, but it is one of the key variables that affects account activity, message delivery rate, ban risk, and subsequent conversion rate. The more complex the device type, the more difficult it is to judge user behavior; the lower the device, the easier it is for the account to trigger risks; the more consistent the device, the higher the proportion of real users.