US tg male data budget planning: split costs by task volume, test type and pass rate

#USTG Male Data Monthly Budget Planning Guide: Split costs by task volume, test type and pass rate

If you are acquiring Telegram customers for the US market and need a batch of US TG male data (that is, male Telegram users with US numbers), you may encounter a thorny question: How much should you charge? If you charge too little, you’ll be out of money halfway through the mission, and if you charge too much, you’ll be afraid of running out of money. This article teaches you step by step how to formulate a monthly budget plan based on the three core variables of task volume, inspection type and pass rate, and use the real-time price of the KK-DATA console to complete an accurate estimate.

What is US TG male data? Why is budget planning needed?

US TG male data refers to the collection of male numbers from Telegram users in the United States. It is not just a simple “activated number” (i.e. registered with Telegram), but also includes active status and gender tags. For overseas customer acquisition teams, just testing “activation” is often not enough - if you send an inactive account, or send it to a female account, it may affect the conversion rate. Therefore, the core of budget planning is: First determine how many pieces of qualifying data you need, then work backwards to calculate how many original numbers need to be detected, which detection types to choose, and finally calculate the monthly cost.

What fields does the US TG male data include?

On the KK-DATA platform, when screening US Telegram numbers, the fields that can be detected and exported include:

• tg activation: Check whether the number is registered with Telegram (that is, whether it can be searched).
• tg active: Detect the user’s last online time, and you can specify the active window (such as within 7 days, within 30 days, etc.).
• Gender and Age: Gender and age fields based on Telegram user public portrait analysis. Note that this is not accurate data at the ID card level, but it is enough to effectively distinguish males/females in batch screening numbers, and filter out people such as “about 30 years old”.
• tgid: Export the unique user ID of Telegram for subsequent docking with private messaging tools.

The value of budget planning to overseas customer acquisition teams

Lack of budget planning, common pitfalls include: temporary recharge leading to USDT price fluctuations affecting costs, and underestimating the pass rate leading to insufficient data after completing the task. After planning, you can:

1. First do a small sample test (such as 1,000 items) to get the opening rate and male proportion.
2. Based on the target effective data volume, infer the original number volume to be detected.
3. Check the real-time unit price on the KK-DATA console and accurately calculate the required USDT.
4. Use the recharge balance to deduct fees on a per-item basis, pay as much as you use, and there is no subscription fee.

Three core variables affecting the US TG male data budget

Variable 1: Target effective data volume (number of requirements)

This is the starting point. Suppose you need 5,000 US Telegram male active accounts every month, then what you need to successfully export in the end is these “valid data”. However, during the actual detection process, only part of the original numbers will be “activated”, and only part of the activated numbers are “male” plus “active”. Therefore, the actual detection volume = the target effective data volume ÷ (opening rate × male proportion × activity rate).

For example, if the sample test shows that the opening rate is 20%, the proportion of males is 50%, and the activity rate is 60%, then the comprehensive pass rate is 20% × 50% × 60% = 6%. To obtain 5000 valid data, approximately 5000÷0.06 ≈ 83333 original numbers need to be detected.

Variable 2: Detection type combination and unit price difference

KK-DATA deducts fees on a per-item basis, and the unit price is different for different detection types (see real-time prices on the console for details). Common combinations and cost levels are as follows:

Combination	Detection content	Unit price (relative)	Applicable scenarios
tg activation only	whether to register	minimum	only requires the number to exist, not caring about activity and gender
Activation + Active	Registration + Last Online Time	Medium	People who need high reach rate
Open + active + gender	Register + active + gender + age field	Highest	Accurately target male users (such as around 30 years old)

Note: After checking gender detection, an additional age field will be returned without paying separately. The more choice combinations, the higher the single cost, but the subsequent customer acquisition and conversion effects may be better.

Variable 3: Number source and pass rate estimation

The number source directly affects the pass rate. KK-DATA provides the Global Number Generation module (free), which can randomly generate US number segments (such as +1 212, +1 310, etc.), and can also import custom number segment CSV. Among the generated numbers, the actual activation rate varies depending on how “old” the number segment is: newly released number segments have a higher activation rate, while randomly generated number segments are usually lower (10%–30%). It is recommended to do a small sample test before investing for the first time: use 1000-2000 generated numbers, select the “activation + activity + gender” test combination, record the actual activation rate, male proportion, and activity rate, and then use these data to back-develop subsequent budgets.

How to estimate the monthly budget of American TG male data by task size?

The following uses three magnitude examples to give conceptual ratios (specific dollar figures are not included, please refer to the real-time price of the console).

Level 1: The monthly demand is less than 5,000 valid data

• Hypothetical goal: 3,000 American TG male active accounts.
• Sample test pass rate: 6% (as in the above example).
• Required original detection number: 3000÷0.06 = 50,000 items.
• Select detection type: open + active + gender. Select the United States, Telegram, and check these three items on the console, and the system will display the estimated deductions. Assuming that the unit price is P, the total cost = 50000×P. Because the unit price is low, the total cost is usually within a reasonable range.
• Recommendation: first recharge the minimum amount (about 50 USDT), run a sample (1000 items) to confirm the pass rate, and then recharge the remaining amount.

Level 2: 5,000–20,000 valid data required per month

• If the demand is 10,000, assume the pass rate is 8% (can be improved by optimizing the number segment or purchasing a known number segment).
• Required original detection number: 10000÷0.08 = 125000 items.
• Select the “activated + active” combination (does not detect gender, but can use the active number later to run the gender separately? Note: Gender detection can only be run together with activation, and gender cannot be added separately to the activated number. Therefore, if male data is ultimately needed, you must select activated + active + gender at once. It is recommended to continue to use the three combinations).
• Total costs rise significantly. It is recommended to run 2,000 samples first to confirm the pass rate, then submit them in batches, and use data deduplication warehouse to avoid repeated testing.

Level 3: 20,000-100,000 pieces of valid data are required every month

• The target is 50,000, assuming a pass rate of 10% (you can try to import specific US number range CSV in batches).
• Required original detection number: 50000÷0.1 = 500000 items.
• At this time the budget is sensitive to the unit price. It is recommended to choose the “Active + Active + Gender” combination, use Global Number Generation to generate a large number of US number segments for free, and enable Deduplication Warehouse to intercept detected numbers. When submitting tasks on the console, pay attention to batches, and each batch should not exceed 1 million (the platform’s single limit).

How to view real-time prices and submit tasks in the KK-DATA console?

1. Log in to KK-DATA Console.
2. Click “Filter numbers” → select the country “United States”.
3. Select the platform “Telegram” and check the detection types: tg activated, tg active (active window can be set), telegram gender (including age field).
4. Import or paste the number (the US number segment CSV can be obtained for free from the “Global Number Generation Module”).
5. The system automatically displays the estimated cost (calculated based on the current unit price) on the right.
6. Submit the task after confirming that it is correct. Telegram notification will be sent when the task is completed, and the results can be exported to CSV/TXT.

How to reduce budget waste through deduplication warehouse and number segment generation?

Data deduplication warehouse: In the KK-DATA console, you can enable the deduplication function to automatically deduplicate across tasks. If you run multiple tasks with a US number, after enabling it, the same number will not be charged repeatedly. It is recommended to use “Deduplication Warehouse” to import the existing number list before importing numbers each time to avoid waste.

Global Number Generation Module: Free to use. You can generate numbers in batches by country (United States), region or customized number range, and export them to CSV. Eliminate the cost of purchasing third-party number lists. After generation, the screen number module is directly imported, which greatly reduces the cost of purchasing original numbers.

Budget Planning Checklist (Monthly Execution Card)

Complete budget planning at the beginning of each month by following the steps below:

• ① Determine the number of American TG male active accounts that you want to obtain this month (e.g. 8,000).
• ② Run a sample test (1000–2000 items), record the opening rate, male proportion, and activity rate, and calculate the overall pass rate.
• ③ Select the detection type combination (it is recommended to activate + active + gender. If you only want men, you can omit active? However, gender detection must include activation, so activation + gender is the basis; if there is a requirement for activity, add active).
• ④ Go to the console to view the real-time unit price, and calculate the required original number = target number ÷ pass rate.
• ⑤ Calculate the required USDT = original number × unit price (estimated by the console), and then recharge (minimum of about 50 USDT).
• ⑥ Run a sample to verify the pass rate in the first round. If there is any deviation, adjust the estimated value in step ②.
• ⑦ Based on the results of the first round, add additional recharge and submit formal tasks, and enable deduplication warehouse at the same time.

FAQ

**Q: What is the approximate average passing rate for TG male data in the United States? ** Answer: The pass rate is greatly affected by the number segment and generation method. The activation rate of randomly generated U.S. numbers is usually 10%–30%, and men account for about 40%–60% (among the activated numbers). It is recommended to use a small amount (1000–2000) for full testing first, and then calculate the budget after obtaining the actual pass rate.

**Q: The more detection types you choose, the higher the budget will be? ** Answer: Yes. The test unit price of tg only is the lowest; activation + active is the second; activation + active + gender (including age field) is the most expensive. However, if you need accurate male portraits to acquire customers (such as people around 30 years old), spending more money to detect the gender field can actually increase the ROI of subsequent conversions. When selecting a task on the console, you can view the estimated deduction for each test.

**Q: Can I first run the activation + active account without checking the gender, and then run the gender test separately for the active account? ** Answer: No. Gender testing must be performed at the same time as the activation test, and gender cannot be added separately to the activated number. Therefore if male data are required, a test panel that includes sex must be selected from the outset.

**Q: Is the unit price of KK-DATA fixed? Will the price increase? ** Answer: The unit price is based on the real-time price of the console. The platform may adjust, but it is usually stable. It is recommended to check the estimated cost before submitting each task to ensure that the budget is sufficient. No subscription fees, billed per item.

**Q: Can I get a refund if my balance is overcharged? ** Answer: The USDT deposit is non-refundable, but the balance is valid for a long time and will not expire. It is recommended to make a sample deposit with the minimum amount (approximately 50 USDT) for the first time, and confirm the pass rate before making additional deposits to avoid idle funds.

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Through the above steps, you can systematically plan the monthly budget of US TG Male Data so that every USDT is spent wisely. Start testing your first samples now:

👉Log in to the console to start screening numbers Or contact customer service in both directions https://t.me/kkdata_robot For detailed operating documentation, see https://docs.kkdata.cc/