Must read before placing: TG male number checklist (2024 latest screening guide)

Whether it is cross-border e-commerce private message promotion, Telegram community operation, or overseas marketing for specific groups of people, tg male number is always a customer acquisition target with a high conversion rate. However, in actual delivery, a large number of numbers either have not registered for Telegram, are sleeping accounts or are female users, resulting in wasted budget and compromised effectiveness.

The core of tg male number is to use technical means to filter out Telegram registered users from the number pool, and further identify their gender (male) and activity level. In 2024, as Telegram’s user base continues to grow, accurate screening has become a standard action for overseas teams. This article will provide a directly executable checklist, covering key aspects such as detection type selection, active window settings, gender field interpretation, budget control, etc., to help you spend every penny on real male users.

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What is TG male number? Why do you need a checklist before launching?

TG male number refers to a valid number that has been registered and tested by Telegram and is determined to be male by the gender model. If you rely solely on the original number list, there will usually be an unregistered rate of 20% to 40% (or even higher). Coupled with female users and silent accounts, the actual proportion of male targets may be less than 30%.

A structured checklist can help you:

• Filter empty and unregistered numbers — only keep numbers that have opened Telegram
• Exclude Silent Accounts — Only keep recently active users
• Targeted Male Group — Use gender detection to eliminate numbers that are female or of unknown gender
• Budget Control — Avoid repeated detection of the same batch of numbers, and no waste in billing based on volume

The following is expanded from five dimensions: obtaining number, activation detection, activity screening, gender identification, and deduplication export.

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Two reliable ways to get TG male number

You don’t need to collect the numbers from scratch yourself. Both mainstream methods can quickly obtain the to-be-detected list.

Method 1: Use your own number pool to filter

If you already have a list of numbers for the target country/region (for example, Excel collected from the high seas list, old customer data, and exhibitions), you can directly upload it to the screening platform for batch testing. This method is suitable for teams with existing numbers.

Operation process:

1. Sort the numbers into CSV or TXT (one per line, including country code, such as +86…)
2. Submit the detection task and select “Telegram activation detection”
3. After passing the activation test, submit the “Telegram gender test” + “activity test”

Method 2: Use the global number generation function

If you don’t have a ready-made number on hand, you can use the platform’s built-in global number generator. KK-DATA supports random generation of numbers in 240+ countries/regions, and can also generate or import custom number segment CSV by number segment. The generation itself is free, only the subsequent screening steps are charged on a per-item basis.

Form a pipeline: Generate → Activate detection → Activity + gender detection → Export

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How to verify whether the number is a registered Telegram user? (TG activation detection)

It is mandatory to do TG activation test (also called registration test) before launching. Only numbers that return the “activated” status are real Telegram users, and unactivated numbers are discarded directly.

Detection steps:

1. Select the “Telegram” platform in the console → “Activate Detection”
2. Upload a list of numbers (up to about 1 million in a single task)
3. The system returns the activation status of each number: activated / not activated
4. When exporting, select “Export only subscribed numbers” and optionally export tgid (Telegram unique ID) for backup

Tips: The activation test results will be accompanied by tgid. Subsequent activity detection and gender detection can be based on tgid instead of mobile phone number, which is more stable.

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How to judge the activity of TG account? Only keep recently active male users

Even if the number has been subscribed to Telegram, if the account has not been logged in for a long time (for example, more than 90 days), its message arrival rate and open rate will be extremely low. Activity detection can specify a time window. Common windows include:

• Active within 3 days — Best for immediate marketing
• Active within 7 days — balance timeliness with quantity
• Active within 30 days — Covers more accounts, but some may be semi-silent

Recommended approach: First conduct gender testing to screen out men, and then conduct activity testing on these men, or submit a combined task at once (PartNumber: some platforms support multiple types of simultaneous testing). This will filter out a high-quality list of “male + recently active”.

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How to identify the gender and age of the number holder? Focus on male orientation

Telegram gender detection is based on multi-dimensional models such as avatars, nicknames, and behaviors. The output fields include gender (male/female/unknown), age (estimated value), avatar (with/without), race (partial), name language, etc.

The meaning and use of gender field

• male → Male (primary target)
• female → Female (if necessary excluded)
• unknown → Unable to determine (recommend filtering or separate testing)

Just keep the numbers in gender=male when filtering. Note: The gender accuracy is high but not 100%. It is recommended to combine the activity and avatar fields for secondary verification.

Reasonable use of age field

The age field is a model estimate (not accurate at the ID card level). For example, you can see values ​​like 30, 28, 35 when exporting. It can be used for rough targeting of people “about 30 years old”, but it should not be used as a basis for precise age advertising.

The role of avatar and ethnicity fields

• Avatar: Accounts with avatars tend to be more authentic and more active
• Ethnicity: For auxiliary reference only, not as the main filtering condition

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Data deduplication and budget control: avoid duplicate detection and waste of balances

If the same number is tested repeatedly in different tasks (for example, the gender is tested twice), double the balance will be consumed. KK-DATA has built-in data deduplication warehouse: When submitting a new task, the system automatically compares the detection history, skips the numbers that have been detected, and only deducts fees for the new numbers.

Budget Control Method:

• Before submitting the task, the console will display the estimated cost (see the real-time price on the console)
• Do a small batch test first (for example, 1,000 items) to verify the filtering effect before scaling up
• After each export, the detected numbers will be imported into the deduplication warehouse to avoid duplication next time.

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Export and delivery: Where to use the cleaned TG male numbers

The final exported file supports CSV or TXT format and contains fields: phone, tgid, gender, age, active_days (the number of days since last active activity), active_status, etc.

Common compliance delivery scenarios:

• Telegram Private Message Promotion — send targeted messages using tgid or mobile phone number
• Telegram Community Recruitment — Invite male active users to join interest groups
• WhatsApp simultaneous reach — If the same number is both a TG and WA user, it can be reached across platforms
• Cooperate with AI customer service — Import the cleaned male list into the automatic reply robot

Note: Please make sure to comply with the platform’s anti-spam policy before posting to avoid account ban due to frequent posting.

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FAQ

**Q: How accurate is the TG male number test result? ** Answer: Gender detection is based on multi-dimensional models such as avatar, nickname, behavior, etc. The accuracy is high but not 100%. It is recommended that lists of high importance be combined with other fields (such as activity, age) for secondary verification.

**Q: Is it possible to filter only numbers with male profile pictures? ** Answer: Yes. Telegram gender detection includes an avatar field, but the avatar does not represent the gender of the current holder and is only used as an auxiliary reference. More reliable is the combined gender field and activity level judgment.

**Q: How long does it take to detect a TG number? ** Answer: A single detection is usually completed within a few seconds, while large batch tasks (hundreds of thousands) are generally completed within minutes to hours. After completion, notifications can be sent through Telegram.

**Q: If there are less than 5,000 numbers, is it suitable to use the platform? ** Answer: Suitable. There is no minimum order quantity, and fees will be deducted based on the actual number of items tested. Small batch testing is also very convenient.

**Q: Is the WeChat account screening function supported? ** Answer: Currently, the platform supports mainstream social platforms such as Telegram, WhatsApp, Line, Zalo, iMessage, and RCS. The WeChat account is not yet online. Please refer to the console function list.

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Now it’s time to start your tg male number inspection. Using the above list, combined with the capabilities of the platform, you can quickly obtain a group of high-quality and reachable male Telegram users, greatly increasing the return on investment.

👉Log in to the console to start screening numbers Two-way customer service contact (recommended): https://t.me/kkdata_robot

For more billing details, please visit the official website billing page: https://kkdata.cc/billing/ Or check out the full documentation: https://docs.kkdata.cc/