The whole process of American TG male data screening: number generation→activate detection→active/gender screening→export

In overseas marketing and Telegram community operations, accurately reaching American male users is the key to improving conversion rates. US tg male data refers to a collection of Telegram numbers registered in the United States and with male gender. Obtaining this data through batch screening through technical means can help companies target private messages, community invitations or product promotions, effectively reducing ineffective interruptions. This article will demonstrate the complete standard workflow from number generation to final export, using the KK-DATA platform to complete each step of the operation, covering global number generation, activation detection, activity screening, gender judgment and data export. It will also provide budget control and deduplication suggestions to help overseas teams obtain accurate data efficiently.

What is the US TG Male Data? Why is it needed?

The U.S. TG male data is not a manually collected list. Instead, batch numbers are detected through the platform and numbers that meet the following conditions are screened out:

• Registered on the Telegram platform (enabled detection)
• The country of origin of the mobile phone is the United States (area code +1)
• Gender field returns “male”
• Activity meets target (e.g. online for the past 30 days)

The value of this kind of data for cross-border marketing is that targeting the American male population can increase the advertising reach rate and reduce the risk of being complained about and banned from the account. For example, when promoting fitness, games, and financial products to local men in the United States, using accurate data can significantly increase ROI. The number screening capability provided by KK-DATA supports activation, activity, and gender detection in one go. The output includes fields such as tgid, number, gender, and activity status, which greatly simplifies the data acquisition process.

Preparation before filtering US Telegram male data

Confirm platform support and account preparation

1. Visit KK-DATA official website to register an account.
2. Complete the deposit of USDT (TRC20), the minimum is about 50 USDT. After recharging, the balance will be automatically credited to your account and used for deductions based on the number of tests.
3. (Optional) Bind the Telegram robot @kkdata_robot on the console to receive notifications when the task is completed.
4. Different detection types have different unit prices. The console will display the estimated cost before submitting the task. Do not make up specific numbers. The real-time price shall prevail.

Clarify the source of the target number

You have two ways to get the number to be screened:

• Use global number generation (free): Select the country “United States” (+1) in the “Global Number Generation” module to randomly generate batch numbers, or import a custom number segment CSV.
• Import your own number list: Upload a CSV file (supports txt format), be sure to remove duplicates first to avoid repeated deductions.

Understand detection types and deduction rules

Screening U.S. male TG data typically requires three tests:

• Telegram activation (registration test)
• Telegram active (time window can be specified)
• Telegram gender (including age field)

Deduction method: Deductions are made on a per-item basis, and each test is billed independently. Submit the task first and deduct it from the balance after completion. If the balance is insufficient, the task cannot be submitted. It is recommended to perform activation testing first, and then screen activity and gender from the activation results to control costs.

Step 1: Global number generation—get the US Telegram number

Open the console → Global number generation → Select the country “United States” (code +1) → The generation mode can be “randomly generated” or “custom number segment import”.

• Randomly generated: Enter the number to generate (for example, 100,000), and the system randomly assigns numbers from the active US number range. Totally free.
• Customized number segment: Upload a CSV file with a specified area code/prefix, such as New York area code 212 or Los Angeles area code 213, suitable for scenarios that require precise geographical targeting.

The generated number list will be automatically saved in the “Task Center” or “Number Warehouse” for subsequent use in screening numbers. Note: Generation is free, but subsequent screening numbers will be deducted on a per-item basis.

Step 2: Submit Telegram activation test (verify whether the number is registered)

1. Enter “Screen Task” → Create a task.
2. Fill in the task name and upload the previously generated number file (CSV/TXT).
3. Select “Telegram” as the detection platform, and check “Telegram activation” as the detection type.
4. Submit the task after confirming the estimated cost.

A single task supports up to about 1 million numbers. If the number is larger, it is recommended to create it in batches.

The progress can be viewed in real time while the task is running. Once completed, you will get the activation status (registered/unregistered) of each number. Only keep the numbers with “activated” status Go to the next step.

Step 3: Screen activity and gender—accurately target American male TG users

Based on the activation test results, create a new task, upload the activated number list, and check two tests at the same time:

• Telegram Active: Select a time window (such as last 7 days, last 30 days, last 90 days). For private message promotion, it is recommended to use “near 30 days” to balance coverage and timeliness.
• Telegram Gender: The system will return the gender field (male/female/unknown) and the age range field (such as 25-34). Note: Gender and age are estimated based on algorithms and can be used for statistical-level targeting, but are not accurate at the ID card level.

How to set the active window?

Determine based on the marketing cycle: choose the last 7 days for short-term activities (such as limited-time offers); choose the last 30 days or the last 90 days for long-term community operations. The higher the activity, the higher the reach, but the number of numbers will decrease. It is recommended to test run a small batch first and compare the number and activity rate of numbers in each window.

Interpretation of gender field and age field

The gender field returns “male”, “female”, or “unknown”. The age field is a range value (e.g. “25-34” “35-44”). If you target “American men around 30 years old”, you can filter numbers with an age range of “25-34” and a gender of male. Note: Age is not precise enough, but it is sufficient for serving groupings.

In the final result, you will get a set of accurate numbers that meet the requirements of “US area code + activated + active + male” at the same time.

Step 4: Export results - obtain US TG male data

After the task is completed, select the export format (CSV or TXT) in the console. The exported data contains the following key fields: -Mobile phone number

• tgid (Telegram User ID, fixed)
• Open status
• Active time (such as last online time or active flag)
• Gender (male/female/unknown)
• Age range (if any)

It is recommended to save the tgid, which is more stable than the mobile phone number and suitable for subsequent batch private messages or group invitations through API or third-party tools.

After exporting, it can be processed twice (such as removing duplicate numbers and sorting by activity). Note: The exported data is only used for legal marketing and abides by platform rules.

US TG male data screening FAQs and best practices

Budget control skills

• First perform activation testing to screen out registered numbers (usually accounting for 30%-60% of the total generation), and then perform activity + gender testing on the activated numbers to avoid wasting money on invalid numbers.
• Use the data deduplication warehouse to clean all upstream numbers to prevent repeated deductions.

Improve gender detection accuracy

• Gender detection results are based on social media behavior speculation and cannot be 100% accurate. It is recommended to make a comprehensive judgment based on the activity field: if a number is active for 7 consecutive days and the gender is male, the credibility is higher.
• The age field is a range value and cannot be used for sensitive purposes such as medical insurance and credit reporting.

Handle concurrency of large numbers

• The upper limit for a single task is about 1 million. If the number exceeds this value, please submit concurrently in batches (multiple tasks can be run at the same time). The platform supports multi-tasking in parallel without affecting efficiency.

FAQ

**Q: How accurate is the gender and age of the US TG male data? ** A: The gender and age fields are based on algorithmic guesses and can be used for statistical-level targeting (such as “male about 30 years old”), but are not ID card-level accuracy. In actual operations, it is recommended to combine cross-validation with fields such as activity level.

**Q: How many numbers can be processed at most for each number screening task? ** Answer: The maximum number of single tasks is about 1 million. If the number exceeds this upper limit, please create tasks in batches. Each batch of tasks is charged independently and can be run at the same time.

**Q: What is the use of the filtered tgid? ** Answer: tgid (Telegram User ID) is the unique identifier of a Telegram user. It can be used for subsequent API calls, sending private messages, or inviting group members (you need to build relevant tools yourself). It is more stable than a mobile phone number and is not affected by number changes.

**Q: What if I only want to filter for American men, but the generated numbers contain numbers from other countries? ** Answer: Select the country “United States” (+1) when “generating global numbers”, and the area codes of the generated numbers will be +1. When the detection is enabled, the platform will automatically check whether the number belongs to the US area code. During the gender screening stage, the system will detect all submitted numbers, but non-American numbers or non-male numbers will be filtered out in the final results. It is recommended to check the area code of the number field before exporting.

**Q: Can activation, activity, and gender be detected at the same time in one mission? ** Answer: Yes. When creating a task, just check the type that needs to be detected (such as “Telegram activation”, “Telegram active”, “Telegram gender”), the system will detect it in sequence, and the cost will be accumulated according to the unit price of each detection item. However, it is recommended to do activation first and then activity/gender, because the activation success rate is low. Screening first can reduce the number of subsequent tests and save the total cost.

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Through the above four steps, you can obtain accurate US TG male data from scratch. The entire process is completed in the KK-DATA console, and the activation, activity, and gender detection results are clear at a glance. If you have questions about the operation or need manual assistance, please contact official customer service.

👉Log in to the console to start screening numbers Two-way contact customer service: https://t.me/kkdata_robot For more help, please visit official website or usage documentation