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23

2026-04

How to judge "long-term usage traces" of Telegram accounts: a more stable screening method than online status

When doing Telegram traffic and private domain operations, many teams’ first reaction is to look at the “online status”. For example, whether you have been online recently or whether you were active that day, such labels are indeed intuitive, but more and more practical teams are beginning to find that it is difficult to filter out truly valuable users based on this information alone.

21

2026-04

Why Telegram account screening is becoming more and more detailed, and the mix of real and fake users leads to rising traffic costs

People who work on Telegram traffic have clearly experienced a change in the past two years: it is not that the traffic has suddenly decreased, but that with the same amount of data, the proportion of truly valuable users is declining. On the surface, it seems that the group has a lot of members and the number pool is not small, but the traffic drainage effect is becoming increasingly unstable. Many times the reason is not at the traffic entrance, but at the data itself. There is a mix of real and fake users, a mix of abnormal accounts, and an increase in the proportion of low-active users. When these problems are superimposed, the cost of attracting traffic will be directly pushed up.

22

2025-10

Use Digital Planet to create accurate user portraits of Telegram and improve delivery hit rate

Today, as Telegram is increasingly becoming a private domain for brands, accurate user portraits have become a decisive factor affecting the delivery effect. Especially in practical scenarios of multi-account matrix, cross-border promotion, and market segment mining, how to generate multi-dimensional, real and effective user portraits based on Telegram accounts is not only related to investment ROI, but also directly determines the hit efficiency of marketing actions.

22

2025-10

Telegram’s practice of generating accurate user portraits: from basic data to behavioral insights

In the current era of rapid evolution of cross-border marketing, "Telegram accurate user portrait generation" has become one of the key links for brand private domain transformation. Especially for companies that conduct precise advertising on the Telegram platform, starting from basic data and building behavioral insight capabilities not only improves the delivery hit rate, but also effectively avoids waste of resources. Throughout the entire link, the multi-dimensional number detection capability provided by Digital Planet has become a powerful tool to improve the quality of user portraits.

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