WhatsApp registration + active number screening method, how to find customers who can really chat
ProcessingWhen looking at WhatsApp number data, just looking at whether it is registered is often not enough. Although many numbers have opened WhatsApp, they have not been used for a long time, making it difficult to interact when actually contacted. Screening registration numbers is only the first step. Screening out truly active users is more practical.
If the data is simply divided into two categories, one is numbers that have been registered but are inactive, and the other is numbers that are both registered and used, there will be obvious differences in the usage effects between the two. The former is more like silent data, while the latter has the basis for communication.
1. Why the registration number is not equal to valid data
Filtering only the registration status can indeed filter out some invalid numbers, but in the remaining data, there will still be a large number of accounts that have not been used for a long time. When such numbers send messages, the delivery rate is normal, but the read rate and reply rate are both low.
The reasons for this situation are not complicated. Some numbers may have been registered but rarely used, and some have even been abandoned by users. Continuing to use this type of data consumes time and resources, but makes it difficult to get actual feedback.
Therefore, performing a layer of active screening after registration screening is an important step to improve data quality.
2. What kind of numbers can be counted as active?
To determine whether a number is active, you can look at it from several dimensions. The first is whether there has been any recent usage behavior, which is the most direct reference. The second is whether the account has complete information, such as avatar or basic information, which usually means that the user has had normal usage behavior.
In addition, the level of activity can also be indirectly determined from the contact results, such as whether the message has been read and whether there is a response, which can be used as the basis for subsequent screening.
It should be noted that activity is not a fixed standard, but a relative concept. The requirements for activity will be different in different scenarios.
3. Registration+Basic process for active screening
A relatively common process can be divided into three steps.
The first step is to screen the registration status and remove unregistered numbers. This step is mainly to reduce the proportion of invalid data.
The second step is to perform active screening and filter out accounts that have not been used for a long time based on system identification or behavioral data.
The third step is to simply classify the remaining data, such as dividing it into three categories: high activity, medium activity and low activity, so as to facilitate subsequent batch use.
Through this process, the originally messy data can be gradually organized into a more valuable structure.
4. How to use the filtered data more rationally
After filtering is complete, it is not recommended to use all the data at once. A more prudent way is to start with high-activity data, conduct small batch testing, and then decide whether to expand the scope of use based on feedback.
Moderately active data can be used as supplementary data and gradually added after the test effect is stable. As for low-activity data, it can be temporarily retained or subjected to secondary screening later.
Through this layered use method, you can observe the data performance more clearly, and it is easier to find a usage rhythm that suits you.
5. Common screening misunderstandings
In actual operation, there are several things that are easily overlooked. One is to only look at the number of registrations and ignore the activity, which results in the data looking like a lot, but the actual effect is average. Another is that there is no data classification, all numbers are mixed together, and it is difficult to judge which part of the data is more effective.
There is also a situation where rechecking is not done after screening, and the data status changes over time. If it is not updated for a long time, the previous screening results will gradually become invalid.
These problems will affect the final use effect and need to be avoided as much as possible during the screening stage.
6. The role of tools in the screening process
When processing registration and active screening, relying entirely on manual judgment will be time-consuming and error-prone. Through batch filtering through tools, you can get clear data results faster.
For example, Digital Planet can support filtering of registration status and activity level at the same time. After importing numbers, data results at different levels can be directly output for subsequent use. This approach is more efficient when processing large amounts of data.
In actual use, you can first select a part of the data for testing, observe the effect based on the screening results, and then gradually expand the scope. Digital Planet supports free trial screen number testing. For details, you can consult customer service for testing methods.
digital planet is 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:
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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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