How to obtain 100,000 US valid TG numbers in batches? ——A complete guide to batch design and execution

If you are doing cross-border marketing, community cold launch or independent website promotion, and the target market is the United States, then obtaining US valid TG numbers (that is, US numbers that have opened Telegram) in batches is almost an unavoidable step. The demand of 100,000 is not an exaggeration - when you need to reach American users in a targeted manner, test the arrival rate of private messages, or verify the activity of different number segments, you only have a few hundred numbers in hand and you cannot generate valid data at all.

But the real question is: How can we complete the detection of 100,000 US TG valid numbers efficiently and at low cost? ** Directly submitting all numbers at once is risky, it is difficult to retry partially after failure, and it is easy to waste balance due to repeated testing. This article will provide practical operation guides from the perspectives of batch splitting, concurrency control, failure retry, de-duplication and merging, etc., to help you securely get the “100,000-level US Telegram activation data” in your hands.

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Which scenarios require a large number of valid US TG numbers?

Social cold start and regional targeted follower addition

Users in the US market are scattered in different time zones and different interest circles. If you only use global random numbers to add followers, the activation rate may be less than 10%, and a large number of numbers are not in the target area at all. The valid tg number in the United States allows you to accurately filter out the US numbers that have registered with Telegram, greatly improving the follower approval rate and subsequent conversions. A data volume of 100,000 levels can cover seed users in multiple states and multiple interest groups.

Localized content verification and private message testing

Promotion teams often need to test the reach rate of private message content in different industries. For example, for American technology enthusiasts, fitness fields or local service providers, you need to test the activity of different batches of US Telegram activated numbers in batches. The scale of 100,000 allows you to separate multiple subsets, test them with different copywriting, and then compare the activity rate and response rate after activation, thereby optimizing the reach strategy.

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Submitting 100,000 numbers at one time, why is it recommended to split the batch?

Many people think that “submitting them all at once saves trouble”, but in actual implementation, there are several pain points in submitting 100,000 numbers at a time:

• Platform timeout or connection interruption: A task that is too large may fail due to network fluctuations or platform processing timeout, resulting in the entire batch of results being lost and requiring a complete restart.
• Difficult to retry partially: If only a certain CSV file format has an error, or the format of a certain number segment is not standardized, you will have to check all 100,000 items after failure, and you cannot retry only the problematic part.
• Intermediate results cannot be observed: After all submissions, you can only wait for the final results. If insufficient balance or wrong strategy is found in the middle, the fees already deducted cannot be undone.

Benefits of splitting batches:

• Reduce the cost of a single failure: tens of thousands of subtasks per subtask, and you can partially retry after failure.
• Easy to observe intermediate results: After the first few batches are completed, the activation rate and activity distribution can be analyzed, and subsequent batch strategies can be dynamically adjusted.
• Flexible control of concurrency: Multiple subtasks can be run at the same time, and the total time consumption will not be much longer than a single submission (see the concurrency section below).

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How to design batch splitting for large-scale US TG valid number tasks?

Split by number segment or file source

Assume that the source of your 100,000 US numbers is multiple CSV files (for example, exported from different number segment generators), or data purchased from different channels. It is recommended to split according to the following principles:

• Each subtask is controlled at 5000–20000. This can ensure that a single task is completed within a few minutes to ten minutes, and even if it fails, the loss will be small.
• Split by number segment: For example, split 100,000 items by prefix (such as +1 212, +1 310, +1 415, etc.) into 5 subtasks. Because the Telegram activation rates of different account segments may be different, you can clearly see which account segments are of high quality after separate testing.
• Split by file source: If it comes from multiple data sources, each source will be separated into a separate task to facilitate subsequent comparison.

Test first and then expand: Verify the channel with thousands of tasks

Don’t run into big tasks right away. It is recommended to submit 1000-5000 test numbers first and check:

• Whether the number format is correctly recognized by the platform (avoiding spaces, missing country codes, etc.).
• Whether the balance is sufficient (the platform will display the estimated fee before submission, but the actual fee will be deducted after the task is completed).
• Is your logic correct (for example, do you only want to screen “active” accounts, or do you only want “activated” accounts)?

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How to configure concurrent execution and task notification?

Console synchronous submission vs serial submission

In the [Application Console] (https://app.kkdata.cc/), you can submit multiple screen number tasks at the same time (the specific number of concurrency is subject to the current status of the platform). Adopting the strategy of “test first, then expand + concurrent submission”, the timeline is as follows:

Solution	Operation description	Estimated total time (assuming 5 minutes for a single task)
Serial	Submit 100,000 single tasks	May restart due to failure, not sure
Parallel (split)	First test 1,000 items (5 minutes), and then submit the remaining 5 20,000-item tasks in parallel (5 minutes each) after all errors are found	Test 5 minutes + 5 minutes = about 10 minutes

When running in parallel, all subtasks run at the same time, and the total time taken is close to the slowest task. If the platform allows multitasking, parallelism is highly recommended.

Turn on Telegram notifications to avoid waiting in vain

Bind your Telegram account in the “Notification Settings” of the console (you can confirm the binding method through Two-way Contact Customer Service). When a task is completed, you’ll automatically receive notifications including task status and summary results. This eliminates the need to log in to the console repeatedly, and is especially suitable for large-volume scenarios where 5-10 batches are run at the same time.

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How to deal with failed numbers and duplicate data?

Partial retry after task failure

If a subtask fails (for example, due to incorrect number format, network problems, etc.), the platform will not deduct the fee (the fee will only be deducted after the task is completed). You can first export the “failure list” from the results of the task (the platform supports export) and check the reason for the failure: is the number format not standard? Or does the batch contain unrecognized characters? Make corrections and then resubmit the subtask. There is no need to start over again.

Application of cross-task deduplication warehouse

After multiple batches are completed one after another, it is likely that there are duplicate numbers between different batches (for example, you used different files with the same number range). The Data Deduplication Warehouse mentioned in Document can automatically identify duplicate numbers across tasks to avoid repeated detection and deduction of the same number. It is recommended to use this function to clean up duplicate data before performing de-duplication and merging, especially when you submit in batches but the number sources overlap.

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How to merge and export batch results?

1. Export the results of each batch separately: On the details page of each task in the console, select the appropriate format (CSV, TXT, etc.) to download.
2. Deduplication: You can use Excel or script to merge, or you can use the platform’s built-in deduplication warehouse (recommended). If you manually remove duplicates, be sure to filter the “tgid” or “phone” fields to remove duplicates.
3. Filter fields on demand: The results exported by the console include fields such as activation status, activity, gender, tgid, etc. You only need to keep the parts you need, for example, only keep the valid US TG numbers that are “active” and “male”.
4. Merge into final file: Append multiple CSV files after deduplication to obtain a large clean number list.

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FAQ

**Q: How many numbers can be submitted at a time for valid TG number testing in the United States? ** Answer: The platform supports the submission of about 1 million numbers at a time, but it is actually recommended to split the 100,000-level task into multiple batches of 20,000-50,000 numbers to reduce the risk of a single failure and facilitate partial retry.

**Q: If multiple U.S. Telegram screening tasks are submitted concurrently, will they affect each other? ** Answer: Different tasks are executed independently without interfering with each other. However, you need to pay attention to whether the balance can cover the estimated costs of all tasks. If the balance is insufficient, new tasks cannot be submitted. For specific unit prices, please refer to [Console Real-time Price] (https://app.kkdata.cc/) or [Official Website Billing Page] (https://kkdata.cc/billing/).

**Q: After the task fails, will the deducted fees be refunded? ** Answer: The fee will be deducted from the balance after the task is completed. If the task fails (for example, due to number format issues), no charges will be incurred and no deductions will be made. Please feel free to try again.

**Q: How to eliminate duplicates and merge results across batches? ** Answer: The platform provides a data deduplication warehouse that can automatically detect duplicate numbers across tasks to avoid repeated deductions for the same number. It is recommended to perform deduplication before merging and exporting. For details, see Document.

**Q: How long does it take for the deposit to arrive after recharging? What is the minimum recharge amount? ** Answer: The minimum deposit for USDT (TRC20) is about 50 USDT. The balance will be automatically updated after arrival, usually within a few minutes. The specific time is subject to the confirmation time on the chain. The recharge entrance is at the console.

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Start your first large-scale screening task now

Whether you want to verify the U.S. market potential or already have hundreds of thousands of numbers ready for screening, KK-DATA provides a complete pipeline from number generation, multi-platform screening to data deduplication. Registration is completely free, and fees are deducted according to the usage. There is no pressure to subscribe to a package.

👉 Log in to the console to start screening numbers Two-way contact customer service: https://t.me/kkdata_robot (answer questions about concurrency and deduplication of large batches of tasks at any time)