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Compiling the latest research and identification trends across platforms such as Telegram, WhatsApp, and Line
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09
2026-06

How to detect high-risk accounts through Telegram account anomaly detection

As Telegram is increasingly used in cross-border e-commerce, community marketing, overseas promotion and private domain operations, many companies and marketing teams will manage a large number of TG accounts. As the number of accounts increases, a practical problem gradually emerges, that is, account anomalies lead to a decline in marketing effectiveness, and in severe cases, even affect the normal operation of the entire project.
09
2026-06

How to quickly build a customer resource library for Telegram number acquisition

When developing overseas markets, many companies focus on traffic platforms such as Facebook and Google. However, with the development of private domain marketing, Telegram has gradually become an important customer acquisition channel for cross-border e-commerce, foreign trade, encryption industry, game promotion and community operations. Compared with one-time advertising traffic, establishing your own Telegram customer resource library can continuously reach potential customers and reduce long-term customer acquisition costs.
05
2026-06

How does Telegram mass messaging improve message reach efficiency? Don’t let the news “sink in the ocean” again

Many people are doing mass messaging on Telegram to gain customers, but the results vary greatly: some people send it out and get views, replies, and conversions; some people send it out and it's like "throwing it into the water" and there is no response at all.
05
2026-06

What are the long-term effective ways to attract customers to Telegram? Practical ideas from traffic to customers

Telegram has been very popular in attracting traffic and customers in recent years, but many people will find a problem after doing it for a while: there is traffic, but not many customers actually stay.
04
2026-06

How to choose Telegram customer acquisition software? 5 practical tips to improve customer development efficiency

For many companies operating in overseas markets, developing new customers has always been one of the most important tasks. However, as competition becomes increasingly fierce, the efficiency of traditional customer acquisition methods is declining. In the past, methods that relied on search engines, social platforms or industry websites to find customers now often require more time to achieve the same results.
27
2026-05

How to screen real accounts for Telegram marketing in the Middle East more accurately

The Middle East market has always been considered a region with high customer orders, high payment capacity, and high conversion potential. However, after entering the actual operation stage, many teams will find that conversion is not as stable as imagined. There is not a lot of traffic and a lot of private chats, but the transaction ratio fluctuates significantly. The core reason is often not in words, but in the authenticity structure of the account.
27
2026-05

Cross-border e-commerce Telegram marketing skills: screen active ones first and then send them in bulk

When cross-border e-commerce companies do Telegram marketing, many times the problem is not the traffic, but the structure. Advertising can bring inquiries, and social media can bring attention, but when these users are imported into Telegram to prepare for group messaging, conversions begin to fluctuate. Some batches have good responses, while others have almost no interaction. The real difference often appears in the activity structure.
29
2026-04

After acquiring customers through the Telegram channel, how to screen out high-quality users through screen numbers?

Telegram itself is a platform that can easily amplify the scale of data. As long as the channels are opened, the number of people joining the group and the number of channel subscriptions can grow rapidly. But after the scale increases, what really affects the results is no longer "how many people come in", but "the quality of the users who stay."
28
2026-04

There are more and more Telegram channels. Can gender recognition help content delivery avoid detours?

As the number of Telegram channels increases, many teams will encounter a problem when delivering content: the same content has very different effects on different channels. Some channels convert well, while others have almost no feedback, and testing costs continue to rise.
28
2026-04

Why does Telegram private domain operation require more early user grouping?

When many teams build Telegram's private domain, they will focus on "attracting people" and "building groups." As long as the number of people continues to grow, they feel that the private domain is expanding. But after a period of actual operation, you will find that the group is getting bigger and bigger, but the interactions are getting less and less, and there are not many users who can really convert.
27
2026-04

The bigger the Telegram group, the better. Core users and potential leads should be operated separately.

When many teams are working on Telegram, they regard "number of people in the group" as the most intuitive indicator. The more people there are, the bigger it seems to be, but after a period of actual operation, you will find that the group is very large, but almost no one talks, and there are very few users who can really convert.
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, the first reaction of many teams 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.
22
2025-10

Telegram Marketing Advanced: How to Automatically Generate Accurate User Portraits

This article will dismantle in detail the automatic generation mechanism of Telegram user portraits, and combine it with the functional practice of the "Digital Planet" platform to help you build a Telegram user portrait system that is implementable, updateable, and reusable, making marketing more efficient and conversion more accurate.
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