1. 7-day active data: the core resource for Telegram community conversion
The number of fans in a Telegram community is only superficial, and the 7-day activity data is the key to determining conversion. 7-day active users refer to users who have actually used the platform in the past week, maintained online habits, and have potential interactive capabilities. These users are still paying attention to the platform, the frequency of use has not decreased, the reach rate is higher, and they are closer to "instant transaction users". They are suitable for fast-paced marketing scenarios such as new product promotions, limited-time offers, event notifications, etc., and their commercial value is much higher than long-term active data.
2. Telegram’s screening tool enables accurate stratification of 7-day active data
Manual stratification of 7-day active data cannot be achieved manually. Telegram's sieving tool uses multi-dimensional algorithms to accurately classify Telegram's 7-day active data and adapt to different operational needs.
Active time is the basic dimension for screening effective users. The core is to quantify through the three-dimensional "online cycle + usage frequency + active period" to completely say goodbye to the misjudgment of "single online". With the help of the Telegram screening tool, users can accurately capture the last login time, average daily online time, and weekly active times, and match the active period of the target market to achieve hierarchical user screening: ultra-active users (continuously online in the past 3 days, average daily online ≥1 hour, fitting the target period), highly active users (online ≥3 times in the past 7 days, average daily online ≥30 minutes), ordinary active users (logged in in the past 30 days, basic interaction), and silent users (not online for more than 30 days) are directly eliminated.
Telegram's screening tool focuses on the four dimensions of users' 7-day online duration, interaction frequency, behavior trajectory, and account stability, and divides 7-day active users into three levels: ultra-highly active, highly active, and ordinary active: ultra-highly active users are those who have been online for 7 days and interacted frequently, highly active users are those who are online multiple times in 7 days and have basic interactions, and ordinary active users are those who have logged in for 7 days but have less interaction, providing an accurate basis for subsequent tiered operations.
3. Core operation scenarios of active data for 7 days after stratification
Telegram’s 7-day active data after the Telegram screening tool can maximize its value in three core scenarios and improve community operation efficiency.
The first is cold start promotion, using ultra-active users as the first batch of new product promotion targets to quickly obtain real evaluations and form an initial discussion atmosphere;
The second is limited-time event push, which targets high-active + ordinary active users to push limited-time offers and flash sales to increase event reach and transaction rates;
The third is to optimize the community structure, forming a core interactive group with ultra-highly active + highly active users, increasing the proportion of speeches and activity participation in the group, and solving the problem of scarce community interaction.
4. Long-term operation strategy for building a 7-day active user pool
Using the Telegram screening tool to build a long-term and stable Telegram 7-day active user pool is the core of refined community operations. The core is divided into five steps.
The first step is to use the Telegram account screening tool to identify active users for 7 days and eliminate low-quality and abnormal accounts;
The second step is to establish a core interaction list based on the results of the Telegram screening tool and manage it hierarchically;
The third step is to link the 7-day active and 30-day active data to achieve full-cycle user tracking;
The fourth step is to update the 7-day active data every day to keep the list current;
The fifth step is to formulate different marketing rhythms according to the activity level, focus on reaching ultra-highly active users, and cultivate and activate ordinary active users.
5. Core advantages of AI hierarchical operations
Compared with the traditional single operation method, the 7-day active data layered operation driven by Telegram's screening tool has three core advantages.
First, precise reaching, pushing matching content for users with different active levels to avoid waste of marketing resources;
Second, to improve interaction, the core group is composed of highly active users, which can quickly create an active community atmosphere;
Third, stable conversion, the instant transaction attribute of 7-day active users, can keep the marketing conversion efficiency stable and achieve sustainable operation of the community.
It is a common choice for all professional teams to complete rational screening before actually reaching users.
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