American tg data screening standard workflow: number generation → activation detection → active/gender screening → export

If you are running a Telegram community for American users, or promoting cross-border e-commerce and Web3 projects through private messages, you must understand that the quality of US tg data directly determines reach efficiency. The “original number pool” purchased or collected directly often contains a large number of numbers that have not been registered with Telegram, zombie accounts that have been inactive for a long time, and even users of non-target gender, resulting in soaring promotion costs and dismal conversion rates.

To solve this problem, you need a standardized screening workflow. This article is based on the KK-DATA screening platform and explains in detail how to efficiently obtain high-quality American Telegram data from scratch through the four steps of “number generation → activation detection → active/gender screening → export”. This process has been verified by many TG community operations and overseas marketing teams, and can help you block invalid numbers, save balance, and improve the final reach rate.

What is US tg data? Why do you need to filter US Telegram data?

U.S. tg data, simply put, is a collection of user information that belongs to the United States (country code +1) and has been tested and confirmed to have activated Telegram. The ideal data should also include additional attributes such as account activity, gender, age group, etc.

Unfiltered pool of US numbers that may contain the following issues:

• Unregistered TG: A large number of US mobile phone numbers do not have Telegram installed or registered.
• Dead account and inactive: After registration, you have not logged in for a long time, and no one can read your messages.
• Gender-neutral: If you promote female beauty products but send the message to male account owners, the conversion will naturally be low.

Through screening, you can accurately extract high-quality users in the “US region + Telegram activation + active in the past 30 days + male/female” from hundreds of thousands of original numbers, realizing the transformation from “casting a wide net” to “precise fishing.”

Main application scenarios of tg data in the United States

• US local community operation: Invite American users who have opened TG and are active to join your official group to increase community activity and stickiness.
• Cross-border e-commerce promotion notification: Send coupons or new product launch reminders to US Telegram users who have been active recently, and the open rate is 3-5 times higher than email marketing.
• Private message promotion: Target gender (such as male users to promote game props, female users to promote fashion items) through private messages to avoid harassing irrelevant people.
• Brand Marketing: Screen out users in the “about 30 years old” age group and conduct targeted brand communication or A/B testing.

The difference between the original number and the filtered data

Comparison dimensions	Original number pool	Filtered data
Effective reach ratio	10%-30% (a large number of unregistered/inactive)	70%-90%+
Single promotion cost	High (wasting money by issuing invalid numbers)	Low (only deducting fees for valid users)
User Accuracy	No gender / no activity tag	Gender, active window, age range can be specified
Data Availability	Requires a lot of manual trial and error	Ready to use, can be directly imported into the promotion system

Overview of the US tg data standard workflow

Obtaining high-quality US TG data does not require complicated operations. The following simple flow chart summarizes all the steps from zero to export:

全球号码生成 / 自定义导入  →  TG开通检测  →  活跃度与性别筛选  →  导出并去重

Next, we break down the specific operations of each link step by step.

Step 1: Generate a US phone number segment or import a custom number

The first step in screening is to prepare the number source. There are two ways you can get a US number on the KK-DATA platform.

Use the global number generator to extract US numbers

KK-DATA has built-in global number generation function covering 240+ countries, completely free of charge. All you need is:

1. Log in to Application Console.
2. Enter the “Number Generation” module.
3. Select the country/region as “United States” (country code +1).
4. Optional: Limit specific number segments (for example, only generate a certain city number segment).
5. Click Generate, and the system will automatically output a batch of random US numbers.

The generated numbers can be copied directly to the screening task with one click, or they can be exported to CSV first and then processed.

Import self-built US number list

If you already have your own list of U.S. mobile phone numbers (for example, collected from overseas exhibitions or purchased from public number segment lists), you can directly organize it into CSV format (one number per column) and then upload it to the mission center.

Step 2: Submit Telegram activation detection task

After getting the number source, the first core action is to verify whether these numbers are actually registered with Telegram. This step is called “activation detection”.

Configure detection tasks: select platform and detection type

1. Create a new screening task in the console.
2. Platform Selection: Telegram.
3. Detection type: Select “Activate” or “Register for detection”. The system verifies through the protocol layer that the number has a valid Telegram account.

Set task parameters and estimated costs

After uploading the number list, the system will automatically calculate the estimated cost based on the number of numbers and unit price. You can see the detailed deduction budget before submitting. After confirming that everything is correct, click Submit the task.

Note: Submission cannot be made when the balance is insufficient. Please make sure your account is funded with at least approximately 50 USDT via USDT (TRC20).

Task execution and result notification

After the task is submitted, the platform will process it in batches in parallel in the background. You don’t need to wait online. After the task is completed, you can get the results in two ways:

• Telegram Notification: Bind your Telegram account in the console, and the robot will actively push reminders after the task is completed.
• Task List View: Check the status and download results directly in the task center of Application Console.

The system will output two files: “activated” and “unactivated”. You only need to keep the activated part.

Step 3: Filter the activity and gender of the activated numbers

Only the US TG data in the open state is not enough. Next, further “activity” and “gender” screening of the opened numbers can be used to select the truly reachable target group.

Activity filter: specify active window

Create a new task, select the activated number as input, and select “Active” as the detection type.

In the parameters you can specify the active window, for example:

• Active in the past 7 days → Best for instant promotion notifications
• Active in the past 30 days → Suitable for general brand marketing with wider coverage
• Active in the past 90 days → Suitable for community reconstruction or invitation to return

Activity detection results are based on the timestamp of the number’s last login to Telegram.

Gender and age field filtering

After “gender” detection is enabled, the system will return the account corresponding to each number:

• Gender Tag: Male / Female / Unknown
• Age field: such as “about 30 years old”, “about 25 years old” and other approximations (not precise ID card level data)

Through combined filtering, you can get accurate data packages similar to “US region + TG activated + active in the past 30 days + men”.

Step 4: Export US TG data and deduplicate management

After filtering is complete, the final step is to export and use the data.

Export field description

You can choose to export in CSV or TXT format. Commonly used export fields include (specifically subject to actual export by the console):

• Mobile phone number: original number
• tgid: Telegram user’s unique identification ID, which can be used for API precise private messages
• Gender: male/female
• Active Time: Last login timestamp
• Age: approximate age group

Just check the fields you need and download with one click.

Cross-task deduplication mechanism

If you perform multiple rounds of screening over several days or weeks, the same number may be tested repeatedly, resulting in wasted balance.

KK-DATA’s data deduplication warehouse will automatically record all historically detected numbers. When you submit a new task, the system will compare the warehouses first, and the numbers that have been detected will be automatically skipped without any deduction. You can view and manage the statistics of the deduplication warehouse in the console.

Best practices and considerations for filtering US tg data

Based on the actual use experience of a large number of overseas teams, there are several points worthy of special attention:

1. Batch screening, risk control: Submit 100,000 numbers for activation testing at one time? It is recommended to test 10,000 lines first to confirm that the results are in line with expectations before expanding the scale.
2. Active window selection depends on the scenario: promotion notifications should be active for the past 7 days, and community invitations should be active for the past 30 days. Do not apply one-size-fits-all.
3. Don’t rely too much on gender filtering: Some accounts do not have a public gender set and will be marked as “unknown”. It is recommended to treat “unknown” as neutral, or it can be eliminated directly.
4. Beware of fake customer service scams: KK-DATA official customer service can only be contacted through https://t.me/kkdata_robot, and the platform will not proactively ask for passwords or transfer funds via private messages. If in doubt, please verify through official channels.
5. Use deduplication warehouse to reduce long-term costs: If you plan to import numbers from different sources in batches, be sure to enable the deduplication function to avoid paying for duplicate data.

Summary and action suggestions

Getting quality US TG data is no mystery. Through the four steps of “generate number → activate detection → active/gender screening → export”, you can complete it in one stop on the KK-DATA platform and accurately extract a reachable, highly active, and gender-oriented user pool from hundreds of thousands of original numbers.

The advantages of this standard workflow are:

• Efficient: The entire process is automated, no programming required, just a few clicks of the mouse.
• Pay as you go: No subscription package, only effective detection fees are deducted, the cost is transparent and controllable.
• Multi-dimensional filtering: activated + active + gender + age, filter layer by layer until you find your “golden user”.

Don’t waste time on manual trial and error. Try this process now to upgrade your US Telegram promotion from “lucky” to “replicable” accurate customer acquisition.

---

FAQ

**Q: How is “active” defined in US TG data? **

Answer: Activity detection can specify a time window (such as the last 7 days, the last 30 days), and the numbers that have logged into Telegram within this window are marked as active. You select the window length in the task configuration.

**Q: How accurate is the gender detection? Is the age field accurate? **

Answer: Gender detection is based on Telegram account public information and algorithm inference. The accuracy is high but not 100%. The age field is an approximation (such as “about 30 years old”) and cannot be used in ID card-level accuracy scenarios.

**Q: How much does it cost to screen 10,000 US Telegram numbers? **

Answer: The cost is calculated based on the type and quantity of testing, and the specific unit price varies depending on the platform and testing items. Please log in to the console to view the real-time quotation. The estimated deduction will be displayed before submitting the task.

**Q: Is it possible to filter only female users in the United States who have opened Telegram? **

Answer: Yes. You first generate a US number, do the TG activation test first, then do gender screening on the activation results (select “female”), and finally export it.

**Q: How does the data deduplication warehouse work? **

Answer: The number you submit will be compared with historical tasks. Numbers that have been detected will no longer be deducted repeatedly and will be automatically classified. You can manage the deduplication warehouse in the console.

---

You can experience this standard workflow for yourself now:

👉Log in to the console to start screening numbers Two-way contact customer service https://t.me/kkdata_robot For complete usage documentation, please refer to https://docs.kkdata.cc/ Official homepage to learn more: https://kkdata.cc/