How to filter 7-day active users in Telegram? Core steps for sophisticated private domain operations

existIn Telegram marketing, screening for 7-day active users is the key to building a high-conversion reach strategy. Compared with basic dimensions such as "registration status" or "activation or not", "activity in the past 7 days" can more truly reflect the current availability and interaction possibilities of the account. Whether it is private message promotion, group guidance, or automatic robot interaction, only by hitting active users can we achieve a true closed-loop conversion.

Why should we pay attention"Active users in the past 7 days"?

If we put aA Telegram account is likened to a phone. Whether it is registered is equivalent to "whether the number exists", and whether it is active is like "whether the phone is turned on and answered regularly." From the perspective of marketing reach, active users in the past seven days have three major values:

lHigh accessibility: Recently online, indicating that the account has not been abandoned, has not been blocked, and is in use.

lHigh willingness to interact: Active means that the user is participating in the channel or community and has a greater probability of reading and responding to private messages.

lAccount stability is higher: The accounts of active users are usually more completely bound and are less likely to be restricted due to abnormal behavior.

Screening this type of users will help marketing activities"Spend on the blade."

Common identification dimensions: How to determine whether an account is recentActive for 7 days?

To determine whether the account is nearbyActive within 7 days, usually combined with the following dimensions of behavioral data:

1. Last online time

The Telegram platform usually displays users’ statuses such as “last seen recently” and “last seen within a week”. By reading these fields in batches through the system, active stratification can be initially established.

2. Recent speeches/interactions

account in recent timesWhether you participate in channel speeches, join new groups, and forward messages within 7 days are important clues to judge its activity. This type of behavioral data can further complement a single online presence.

3. Active device status

If an account is close toIf you have logged into the mobile or PC client continuously for 7 days, it means that the user is still using Telegram normally and has the possibility of reaching it.

4. Frequency of messages received by the account

Some platforms can detect whether the account continues to receive server push, which is also a hidden indicator of the account keeping the connection active.

Typical applications in private domain scenarios: which businesses must be used7 days of active screening?

lFilter messages before the robot pushes them: Avoid invalid sending, reduce system consumption and account ban risk

lClean before batch adding group action: Improve the real online rate of the account after joining the group

lcommunityAccurately recruit people before KOC fission: Only recently active users are included to enhance the interactive atmosphere.

lPrivate message invitation/cold start interaction: Only respond to high-probability objects to improve the conversion rate of people.

How to obtain efficiently7 days active users?

For teams with technical capabilities, you canTelegram Bot API cooperates with the proxy strategy to read some online information, but this method has high threshold and can easily trigger platform restrictions.

It is more recommended to use a platform with a complete recognition model for screening, such asdigital planetprovidedThe "Telegram Activity Detection" module has the following advantages:

lCan batch upload account detection, adapted to mobile phone number/username format

lThe system automatically analyzes recent7-day behavior track, determine whether it is active or not

loutputThree types of labels: "active/inactive/unknown status", one-click export

lSupports linkage with other tags such as registration status, gender, age, etc., to achieve compound screening

lAdapt to the community/robots/conversion delivery and other operational scenarios

Digital Planet has now provided services to multiple overseas e-commerce and marketing robot operation teams.The 7-day active user list service is widely used in scenarios such as group distribution, cold start private chat, and customer relationship maintenance, which greatly improves account utilization and conversion rates.

In this way, theThe transformation of "active" into accuracy is the first step in the refinement of Telegram's private domain, and it is also the most worthwhile step to invest in.

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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 filtering wait.

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