2026 telegram filter keyword map: channels, people and action guide

If you are doing cross-border customer acquisition, the traffic cost in 2026 will only be higher. Compared with the wide-net collection of numbers, telegram screen numbers have already evolved from “can you send messages?” to the refined operation of “to whom, when, and on which platform to send messages.” To do this, you need a keyword map - not SEO keywords, but a coordinate system that maps number sources, detection dimensions, target groups and export fields.

This map can help you answer three questions: Where do the numbers come from? What to measure? How to use it after testing? Below we break down each link and give a list of operations that can be implemented directly.

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What is the telegram filter keyword map, and why is it still important in 2026?

“Keyword map” in the screening scenario refers to: System connection of acquisition channels for numbers to be screened, expected detection dimensions (registration/active/gender/age, etc.), target population characteristics and export purposes. For example: if you want to obtain a group of “male users in the United States who have recently been active on Telegram”, then the corresponding keywords are:

• Number source keywords: US number segment / US number list
• Detect dimension keywords: Telegram active (specify 30-day window) + Telegram gender (male)
• Export field keywords: phone number + tgid + last active time

The competition for customer acquisition in 2026 has entered the stock game stage, and the cost of sending each message (time, account number, risk control) is rising. Screening without a keyword map is like shooting with your eyes closed - the hit rate depends on luck. With this picture, you can estimate the “pass rate” of each number in advance, thereby controlling the budget and improving conversions.

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Where to get the number to be screened? Four channels and keyword classification

Before submitting the telegram number screening task, you must have a batch of numbers in hand. The number “keywords” (i.e. number source characteristics) of different channels are different, and the verification strategy should also be adjusted.

Global number segment generation (free blind test)

KK-DATA’s number generation module supports the generation of random numbers and number segments in 240+ countries and regions around the world, and can also upload custom number segments CSV. The generated number itself is free, and fees will only be deducted on a per-item basis after submitting the number screening task.

Suitable scenario: When you are targeting a certain country (such as Vietnam, Brazil) but there is no ready-made number pool, first use the generation function to batch generate numbers with the country’s number range, and then run a round of “activation detection” to screen out real registered users. Keyword tag example: 2026-巴西号段-开通检测.

Custom CSV import (existing data pool)

If you already have customer mobile phone numbers that you have accumulated (from website registration, exhibition collection, etc.), you can directly upload the CSV. This type of number is usually of “higher quality”, and it is recommended to give priority to multi-platform cross-validation - for example, test Telegram first, then test WhatsApp, and mark the activation status of the same number on different platforms.

Purchased group/private message list

The biggest problem with lists purchased or exchanged from third parties is the high proportion of “zombie accounts”. Don’t use it directly for marketing, you must first use “tg activation” to do a round of basic filtering**. After removing unregistered numbers, perform activity detection on the remaining numbers. Keyword tag suggestions: 2026-Q2-采购名单-开通+活跃.

Crawl public group members

The member list obtained from the public group through tgid/uid has the advantage of accurate crowd labeling (such as “XX Project Community”), but attention must be paid to compliance and request frequency. It is recommended to test the activity of this type of number first, because there may be a large number of silent users in the group. Keyword tag: XX群组-活跃30天-导出tgid.

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What information can the telegram filter detect? five core dimensions

For Telegram numbers, you can choose different detection types in the KK-DATA console. Each dimension corresponds to different customer acquisition scenarios.

Registration test (tg activation)

The most basic filtering. Exclude numbers that are not registered on Telegram to ensure that all your subsequent operations (adding friends, joining groups, and sending messages) have prerequisites. It is recommended to start from this dimension every time.

Activity detection (tg active)

The detection window can be specified (such as 7 days, 30 days, 90 days). Activity determines how often users open Telegram, which has a great impact on the conversion rate of private messages and group messages. If your product requires users to “click links recently”, it is recommended to set the window to 7 days; if it is brand exposure content, 30 days is enough.

Gender and age fields (tg 30-year-old people interpretation)

The test results will include gender and age information filled in by the user or inferred by the platform. Note: This is not ID-level accurate data, but it is completely feasible for group trend analysis (such as “screening out male users” or “people with age field ≈ 30 years old”). For products targeting people around 30 years old (financial management, workplace tools, etc.), you can use the age field for targeting.

tgid export

Each opened Telegram account has a unique tgid. After exporting the tgid, you can use it to:

• Call Telegram API for secondary verification
• Initiate group invitations for specific users (please carefully abide by platform rules)
• Use your own CRM system to deduplicate users

Avatar/Other fields (partial return)

In some scenarios, the user’s avatar, user name, etc. can be returned, which can be used to assist in determining “zombie accounts” or marketing accounts.

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How to use keyword map to manage filter budget? Avoid duplication of testing

After each number screening task is completed, the system will deduct fees from the balance on a per-item basis. If you test the same number repeatedly in different tasks, you will incur unnecessary expenses. KK-DATA’s data deduplication warehouse specifically solves this problem.

Method: Before submitting each task, set a “keyword” in the console to mark the task batch (for example, 美国TG活跃30天-2026-06). The system will record all detected numbers in the batch. The next time you submit a new task containing the same number, the warehouse will automatically exclude the tested number to avoid repeated deductions.

At the same time, the unit prices for different detection types (activated vs active vs gender) are different. The specific price is based on the real-time estimated cost before the console submits the task. There is no subscription package, fees are charged according to the item, and you pay for what you use.

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Cross-platform keyword concatenation: from TG to WhatsApp/Line

A complete telegram screening strategy often does not stop at TG. Because the same mobile phone number may have accounts on multiple IM platforms, and user profiles on different platforms are different. More advanced usage of keyword map: Connect the active numbers detected by TG to WhatsApp or Line for verification again.

Similarly, you can also connect Line (suitable for Taiwan, Japan, and Southeast Asian markets), Zalo (Vietnam market), Viber, RCS, etc. Each cross-platform detection is still deducted on a per-item basis, but using the deduplication warehouse can avoid repeated deductions for the same number on different platforms (note: deduplication is comprehensively determined based on number + platform + detection type).

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Why are your account screening tasks always marked as spam accounts? Compliance red lines in keyword map

No matter how accurate the screening results are, if the usage method violates the platform rules or local laws, everything may be reset to zero. FAQ:

• Excessive Frequency: Telegram or WhatsApp have risk control mechanisms for adding a large number of friends or sending messages in a short period of time. It is recommended that the number of operations per account per day be controlled within a safe range.
• Illegal number source: It is strictly prohibited to use illegally crawled personal privacy data. Ensure that the number acquisition channel complies with local regulations (such as GDPR).
• The detection tool itself is compliant: KK-DATA only provides number status detection services and does not assist in any violations. End use is the sole responsibility of the user.

It is recommended to add a “compliance check” to the keyword map: before the task, confirm that the source of the number is legal; after the task, confirm that the use of exported data complies with platform policies.

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How to use keyword map to formulate your 2026 screening action list?

The above methodology is condensed into a three-step checklist that you can refer to directly before each screening.

Before mission

• Determine the target market (Which country? What group of people?)
• Select number acquisition channel (generate/import/purchase/crawl)
• Set detection dimension priority (activate > active > gender > age)
• Set keyword tag (such as 巴西-TG活跃30天-男性)
• Check whether the balance is sufficient (see official website billing page for details)

On mission

• Before submitting the task, check the deduplication warehouse and exclude the tested numbers.
• Confirm the estimated cost and submit the task
• After waiting for completion, check the result report

After mission

• Export required fields (mobile phone number, tgid, activity, gender, etc.)
• If cross-platform is required, import valid numbers into WA/Line’s new task
• Clean up useless data to make space for the next task

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FAQ

**Q: How many numbers can the telegram filter detect at one time? **

Answer: A single task supports up to about 1 million numbers. However, it is recommended to submit in batches based on task complexity and expected data volume to avoid processing difficulties when a single result is too large.

**Q: How to determine whether a telegram number is active? **

Answer: When submitting a detection task on the console, select the “tg active” type and specify the detection window (such as 7 days, 30 days). The result will return the last active time or active status of each number.

**Q: Is the “gender” field in the telegram screening results accurate? **

Answer: The gender information in the results comes from the user’s own filling or platform data inference, and is not accurate data at the ID card level. It can be used for group trend analysis, such as screening out “men” or “about 30 years old” people for targeted marketing.

**Q: Can I use the telegram screening results to test WhatsApp? **

Answer: Yes. This is common practice. Complete the activity/gender detection of TG first, then submit the exported valid number to the WhatsApp detection task. Just be careful to avoid repeated deductions when creating a new task.

**Q: What is the price of telegram screen size? **

Answer: The unit prices for different detection types (registration/active/gender) and different platforms (TG/WA/Line) are different. The specific price is based on the real-time estimated cost before the task is submitted by the console. There is no subscription package, and fees are charged per item.

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Finally, if you are planning your customer acquisition data strategy for 2026, you might as well try using the keyword map tool directly. 👉 Log in to the console to start screening numbers or contact customer service https://t.me/kkdata_robot for help. There is more information on the official website https://kkdata.cc/ and documentation https://docs.kkdata.cc/.