Valid TG numbers in the United States in multi-customer scenarios: guide to deduplication, naming, acceptance and archiving by project

When serving multiple customers at the same time, the agency operation team often needs to obtain US valid TG numbers (i.e. numbers registered with Telegram) in batches for community recruitment, private message promotion or precise research. However, number management under multi-customer operations is far more complicated than that for a single customer: numbers are easily mixed, repeated testing wastes balances, and acceptance standards are not uniform. From a practical perspective, this article explains in detail how the agency operation team can efficiently produce US Telegram activation numbers and reduce long-term customer acquisition costs through project deduplication, task naming standards, unified acceptance templates, and archiving reuse.

What is a valid TG number in the United States? Why is it more needed in multi-customer scenarios for agent operations?

A valid TG number in the United States usually refers to a number that has opened Telegram (that is, passed the registration test). In actual operations, it can be further subdivided into active numbers (online in the past 7 days or 30 days), gender/age identifiable numbers, etc. For the agency operation team, the US TG valid number is the core asset delivered by the customer - what the customer needs is a target user that can truly be reached, not just a randomly generated number segment.

When the team manages three customers A, B, and C at the same time, each customer may have a different definition of “effective”: some require activeness in the past 7 days, some require a high proportion of males, and some only need to be activated. If the data is mixed together, not only will the delivery quality be compromised, but subsequent repurchases will also be hindered. Therefore, establishing a set of number management processes suitable for multi-customer scenarios is a key step for the agency operations team to move from “stragglers” to “professional services”.

Three core pain points in agent operation multi-customer scenarios

Pain point 1: Different customers’ numbers are mixed and the data cannot be attributed.

Without project isolation, the number screened out by customer A may be misused for customer B’s marketing activities, resulting in cross-contamination of the two customers’ data. For example, customer A is an e-commerce brand and customer B is a gaming platform. When numbers are mixed, the accuracy decreases and the customer complaint rate increases.

Pain point 2: The same number is tested repeatedly, and the balance is wasted

Different members of the team may submit number screening tasks for the same number multiple times, and fees will be deducted for each test. If it is a valid TG number in the United States, repeated detection will not only waste the balance, but also extend the task queuing time. What’s worse is that if the customer temporarily requests to add a field (such as gender), the entire number pool may have to be rerun.

Pain point 3: Customer acceptance standards are vague and delivery is inconsistent.

Customers have various understandings of “valid”: some believe that “can send messages” is considered valid, some require “logged in in the past month”, and some even require “age between 25-35”. If the agency operation team does not define the fields in advance and issue a quality report, disputes will easily arise during acceptance, and it may even make it difficult to collect the final payment.

How to obtain a valid US TG number? Generate → Filter → Export the entire process

Taking KK-DATA as an example, the agent operation team can quickly obtain the US Telegram activation number through the following three-step pipeline:

1. Generate number pool: Use the platform’s “Global Number Generation” function, select the US number segment (supports 240+ countries and regions), and generate candidate numbers for free. There is no charge for generation and it is suitable for large-volume reserves.
2. Submit screening task: Create a new Telegram number screening task in the console, select the detection type (activated, active, gender, etc.), and upload the list of numbers to be screened. A single task supports up to about 1 million numbers, which is enough to cover most agent operation needs.
3. Export results: After the task is completed, export the filtering results in CSV or TXT format, including number, tgid, activation status, active window, gender, age group and other fields. The export field can be checked freely in the task configuration.

The entire process only needs to be completed in the browser without deploying any hardware. The estimated cost will be displayed before the task is submitted, and it cannot be submitted if the balance is insufficient to ensure that the cost is controllable.

Deduplication and naming conventions by project: core management skills of the agency operation team

Use data deduplication warehouse to achieve cross-project isolation

KK-DATA has a built-in “data deduplication warehouse” function, and the operation team can create an exclusive warehouse for each customer. When submitting a task, associate the corresponding warehouse and the system will automatically skip the numbers that have been detected to avoid repeated deductions. For example:

• Warehouse A: Customer Alice’s US number pool (100,000 numbers have been detected)
• Warehouse B: Customer Bob’s US number pool (50,000 numbers have been detected)

The next time you submit a task for Alice, the system will filter out the numbers that already exist in the warehouse and only detect new numbers. This not only saves balances, but also ensures that each customer’s data is independent.

Task naming rule suggestions

In order to facilitate archiving and tracing, it is recommended to adopt a unified task naming format:

{客户代号}_{平台}_{检测类型}_{日期}

Example:

• Alice_TG_active_20250218: Alice customer, Telegram active detection, February 18, 2025
• Bob_TG_gender_20250220: Bob client, Telegram gender detection, February 20, 2025

Task names are searchable and filterable in the console, and with warehouse isolation, anyone on the team can quickly find the historical data of a specified customer.

Unified management of exported fields

Fixed field order facilitates customer acceptance every time you export. Recommended order:

1. Telephone number
2. tgid (Telegram user ID)
3. Activation status (yes/no)
4. Active days or last active time
5. Gender (male/female/unknown)
6. Age group (such as 18-24, 25-34, etc., use the age field in the gender detection result to interpret people around 30 years old)
7. Other custom fields

The agency operation team can use this sequence as a template to unify the format for all customers to reduce interpretation costs.

Acceptance criteria: How to deliver US Telegram activation number data to customers

Core fields included in the delivery list

The final data submitted to the client should contain all key fields with simple field descriptions. For example:

Field	Description
Phone number	US area code + number
Telegram activation status	1=activated, 0=not activated
Active in the past 7 days	1=active, 0=inactive
Gender	male/female/unknown
Age range	Estimated by algorithm, for reference only (such as 25-34)

Avoid promises of “100% accuracy” and indicate in the delivery instructions that “gender and age are estimated by the model, and the accuracy is subject to actual test results.”

Quality report template (activity, gender distribution)

In addition to raw data, the agency operation team should proactively provide statistical summaries to enhance customer trust. Example template:

Telegram US Number Quality Report (Client: Alice)

• Total number of screened numbers: 50,000
• Opening rate: 98.3% (49,150 opened) -Activity rate in the past 7 days: 72.1% (35,446 active)
• Gender distribution: 43.2% male, 37.5% female, 19.3% unknown
• Top 3 age groups: 25-34 years old 36.8%, 18-24 years old 28.5%, 35-44 years old 18.1%

This type of report allows customers to see the value of data at a glance, reducing subsequent arguments.

Archiving and reuse: key steps to reduce long-term customer acquisition costs

After each screening is completed, it is recommended that the result number be stored in the customer’s corresponding deduplication warehouse. In this way, in future tasks, whether it is adding a new number for the same customer, or accidentally encountering a duplicate number when screening for different customers, the system will automatically skip it to avoid secondary deductions.

Specific operations:

1. After the task is completed, export the results to CSV.
2. Import the entire batch number (including valid and invalid) to the customer’s exclusive warehouse.
3. When submitting a new task later, just associate the warehouse.

In the long run, the more warehouses maintained by the operation team, the larger the accumulated “tested database” will be, the lower the probability of repeated inspections, and the higher the balance utilization rate will be. This is also an important way to achieve cost reduction through operational skills in addition to US valid tg number procurement.

Three key points for selecting screening tools for the operation team

When selecting a screening platform, the agency operation team is recommended to focus on the following three points:

1. Multi-platform support: In addition to Telegram, it is best to support WhatsApp, Line, Zalo, iMessage, etc. to facilitate providing customers with cross-platform solutions.
2. Pay-as-you-go, no subscription package: The business volume of the agent operation team fluctuates greatly, and the number of detections per month may range from tens of thousands to millions. Pay-as-you-go (pay as you go) is more flexible than fixed subscriptions. KK-DATA adopts a payment model without a subscription package. For details, please see official website billing page.
3. USDT anonymous recharge: Overseas teams often involve cross-border payments. The minimum recharge of USDT (TRC20) is about 50 USDT. The balance will be automatically updated upon arrival, which is convenient and fast.

These points are also the original intention of KK-DATA design, and the operation team can refer to them for selection.

FAQ

**Q: What is the difference between a valid US TG number and US TG activation data? ** Answer: Valid TG numbers in the United States usually refer to numbers that have been registered with Telegram (activation status); TG activation data in the United States specifically refers to the result set of “activation detection” and is a subset of valid numbers. In actual business, the agent operation team also needs to pay attention to activity (online in the past 7 days/30 days) and gender distribution to obtain a more accurate audience.

**Q: When operating multiple customers, how to avoid mistakenly using customer A’s number for customer B? ** Answer: It is recommended to use an independent deduplication warehouse + task naming convention. In KK-DATA, each customer can create a dedicated deduplication warehouse, and associate the corresponding warehouse when submitting a task; at the same time, the task name contains the customer code, and the export file name also adds the customer identification to prevent confusion from the source.

**Q: Will there be any deductions for repeated testing of numbers during the number screening process? ** Answer: Yes. Therefore, the agent operation team should use the deduplication warehouse function, and the same number will be deducted only once in the same warehouse. If submitted across warehouses, each warehouse will deduct fees independently. It is recommended to manage the public account pool and customer-specific warehouses separately.

**Q: How is the activity of a US Telegram account defined? ** Answer: KK-DATA provides customized active windows (such as the last 7 days, the last 30 days), and the detection results will be marked with “active days” or “last active time”. The agent operation team can set customer acceptance criteria accordingly, such as “active in the past 7 days” or “active in the past 30 days.”

**Q: How accurate is the gender and age detection? ** Answer: Gender and age are estimated by models based on Telegram public data, and the accuracy cannot be guaranteed to be 100%. It is recommended to indicate “estimated data, for reference only” in the delivery report to avoid over-interpretation by customers. The KK-DATA console will display the actual measured fields, and the specific results will be subject to the export results.

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Mastering the sub-project duplication, naming, acceptance and archiving methods of US Valid TG Number, the agency operation team can not only improve customer satisfaction, but also significantly reduce long-term customer acquisition costs. You can log in to the console now, create an exclusive deduplication warehouse for your customers, and start the first US TG valid number screening process.

👉Log in to the console to start screening numbers Two-way contact customer service: https://t.me/kkdata_robot For more usage guidelines, please refer to Official Documentation.