Multi-platform number deduplication solution: How to uniformly identify

When operating on multiple platforms, an issue that is easily overlooked but has a great impact is: the same user may exist on multiple platforms at the same time.on multiple platforms such as WhatsApp, Telegram, and LINE, but they are treated as different people in the system. Once this situation expands, it will directly lead to repeated contacts, waste of resources and even user disgust.

Therefore, multi-platform number deduplication is actually not a simple data cleaning action, but a basic capability in the entire data system. If this layer is not done well, all subsequent operations will be affected.

Why multi-platform operations are most afraid of repeat users

When the same user is reached repeatedly, the problem is not only low efficiency, but also an impact on the experience.

For example, if similar messages are received on different platforms at the same time, users can easily become disgusted or even directly blocked. At the same time, from a data perspective, the reach effect can also be misjudged. For example, it may be thought that multiple users have been reached, but in fact it is the same person.

This kind of error will continue to amplify in data analysis.

What problems will arise if the same users are scattered on different platforms?

In addition to repeated contact, there are several hidden problems.

The first is that user portraits are dismantled, and the behavior of the same person is scattered across multiple platforms, making it impossible to form a complete understanding; secondly, data statistics are inaccurate and the conversion path is difficult to track; and finally, resource allocation is unbalanced, and budgets may be wasted on repeat users.

These problems will become more and more obvious as the scale increases.

What is the difference between number deduplication and platform deduplication?

Many people understand deduplication as simple number deduplication, but in a multi-platform scenario, it also needs to be done"Cross-platform deduplication".

Number deduplication refers to removing duplicate data on the same platform, while platform deduplication refers to identifying the existence of the same user on different platforms and marking them uniformly. The latter is more complex, but also more critical.

Only by achieving cross-platform identification can we truly avoid repeated contacts.

Which dimensions can be used to uniformly identify users?

In actual operation, matching can be performed across multiple dimensions.

The most basic thing is the mobile phone number, and secondly it can be combined with the account numberID, device information, behavioral characteristics, etc. are used to assist in judgment. Through multi-dimensional matching, the recognition accuracy can be improved and misjudgments reduced.

In this process, multi-platform number detection and data matching can be carried out through Digital Planet, and users can be unified identified based on the screening results, and data scattered on different platforms can be integrated. At the same time, Digital Planet supports batch processing, which can quickly complete deduplication and labeling in large-scale data, improving overall efficiency.

How should the data after deduplication be re-stratified?

After deduplication is completed, the data structure will change.

It can be stratified according to the activity of users on different platforms. For example, users who are active on multiple platforms should be given priority, followed by active users on a single platform, while data with low activity or low repeated value can lower the priority.

This layered approach can make resource allocation more reasonable.

The impact of deduplication on reach frequency and conversion efficiency

After deduplication, the most direct change is that the reach is more accurate.

The same user will not be contacted multiple times, thereby reducing interference and allowing for a clearer observation of user behavior. After the conversion path is clearer, the overall efficiency will be significantly improved.

Compared with repeated contact, this method is more conducive to long-term operations.

Why deduplication is the underlying capability of multi-platform user pools

In multi-platform operations, the larger the data scale, the higher the importance of deduplication.

Without unified identification capabilities, data will become increasingly confusing, ultimately affecting all operational decisions. When deduplication becomes a basic capability, the data will become clearer and easier to manage.

In the long run, deduplication is not an optimization item, but a necessity. It is the underlying support for all multi-platform operations.

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