Recently, platform rules have changed frequently. Should the screening number dimension be expanded from registration to active and risk

In the current cross-border marketing environment, the frequency of changes in platform rules has accelerated significantly. From account risk control to access restrictions to data compliance requirements, many originally stable delivery methods are gradually becoming ineffective. In this context, it is difficult to support stable customer acquisition and conversion by solely relying on registration status for screening.

The screening logic is undergoing a key change, from a single judgment of whether an account exists to a multi-dimensional judgment of whether an account is available, worth reaching, and whether there are risks.

Why just looking at registration status is no longer enough

The registration status can only solve one problem, which is whether the number is opened through the corresponding platform.

However, in actual use, it will be found that a large number of registered accounts are not of use value. For example, for accounts that have been inactive for a long time, it is difficult to generate a response even if they are successfully reached; for example, accounts with abnormal behavior may bring risks to the overall delivery.

If the screening logic stays at the registration level, data quality can easily be diluted.

Why does the sieve size dimension have to be expanded?

As platform risk control strengthens, the difference in account quality is being magnified.

The current more effective screening method needs to cover at least three dimensions: registration status, activity and risk identification. Registration is used to determine whether there is a basis for reaching, activity is used to determine whether there is a possibility of response, and risk identification is used to determine whether the account is stable.

These three dimensions correspond to different problems and each one is indispensable.

The role of activity in screening is increasing

Among all the new dimensions, the weight of activity has increased most significantly.

An account that has been active recently is more likely to see information and generate feedback, while an account that has not been used for a long time has almost no reach value even if it exists. Therefore, in many scenarios, activity has become a priority filter.

The change in filtering order also reflects this.

Why risk identification became a necessary step

In addition to activity, the importance of risk identification is also rising.

For example, abnormal accounts, accounts at risk of being banned, and unstable accounts, if not filtered in advance, are likely to affect the sending environment and even cause the overall account system to be restricted. Therefore, adding risk identification in the screening stage can reduce the uncertainty of subsequent operations.

This step is more to ensure overall stability.

What problems will occur if the screening logic is not upgraded?

When the screen number is still stuck in the old logic, the problem will gradually appear.

For example, the amount of data is large, but the response rate continues to decline; the number of contacts increases, but the conversion effect is not obvious; there are even cases where accounts are restricted. These issues are essentially related to data quality.

Without adjusting the filtering dimensions, it is difficult to fundamentally solve these problems.

How to build a more practical new screening process

In actual operation, hierarchical filtering can be used.

First, registration testing is performed to filter out available accounts; then activity screening is performed to filter out low-active users; and finally, risk identification is performed to eliminate abnormal or unstable accounts. Through this process, data quality can be gradually improved.

In this process, registration detection, active user identification and risk account screening can be completed through Digital Planet, and different types of data can be layered and processed in advance before entering the subsequent delivery or operation process.

Screening is changing from basic verification to pre-decision

The role of screeners is changing.

In the past, it was more of a basic verification step, but now it has gradually become a key decision-making step before launch. The screening results not only determine whether you can be reached, but also directly affect the reach efficiency and account security.

In an environment where rules are constantly changing, upgrading the screen size dimension is no longer an optimization option, but a basic capability.

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

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