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- 数据清洗工具
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Compiling the latest research and identification trends across platforms such as Telegram, WhatsApp, and Line
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20
2026-05
Do a round of data cleaning before promotion, and subsequent advertising, private messages, and communities will be much easier.
When many teams do overseas promotion, they will initially focus on placement, content and traffic. But after running for a period of time, more and more people will find that: advertising is getting more and more expensive, private messages are getting more and more tiring, the community is getting more and more silent, customer service is very busy every day, but the number of truly effective customers has not increased significantly.
18
2026-05
How data cleaning tools can help filter out reachable customers
The list is mixed with empty accounts, abnormal accounts, long-term silent users, duplicate data and low-quality traffic. On the surface, there are many customers, but there are fewer and fewer people who can actually reach, reply, and communicate for a long time.
13
2026-04
When the marketing budget is limited, should we focus on precise traffic first or wide-scale exposure?
When budget is limited, the prioritization of marketing strategies will directly determine the results. Compared with when you have sufficient budget, you can cover multiple directions at the same time, when you have limited resources, you have to make a choice between "precise traffic diversion" and "wide-scale exposure".
09
2026-04
From generating numbers to screening to testing, how can multiple platforms do it together?
When customer acquisition moves from a single channel to multiple platforms, many teams will encounter a practical problem: How can the same batch of numbers be used for platforms such as WhatsApp, Telegram, and Line at the same time? If each platform performs a separate set of processes, it will not only be inefficient, but also difficult to manage data in a unified manner.
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