Global Screening Cost Estimation: How to Accurately Calculate Screening Costs and Efficiently Plan Your Balance

In overseas marketing, batch-screening valid numbers from platforms like Telegram and WhatsApp is a fundamental step in lead generation. However, many teams focus only on the accuracy of screening results while neglecting cost estimation—only to find insufficient balance when submitting tasks, or budget overruns due to repeated checks. In fact, global screening cost estimation is not guesswork but follows clear calculation logic. This article will break down key variables affecting costs based on a per-record billing model, and provide a practical three-step estimation method to help you plan your balance wisely and avoid waste.

Why Do You Need Global Screening Cost Estimation?

KK-DATA uses a per-record deduction model with no subscription plans. This means the actual cost of each screening task depends on the platform, type, and quantity of checks. Without cost estimation before submission, you are likely to encounter these issues:

• Task rejected due to insufficient balance after submission, affecting scheduling;
• Recharging too much at once but with low usage, tying up funds;
• Not considering deduplication and number quality, leading to wasted budget on invalid numbers.

Estimating in advance is not about increasing workload—it’s about making every USDT recharge count.

Cost Uncertainty Under the Per-Record Deduction Model

Different platforms (Telegram, WhatsApp, iMessage, RCS) and different check types (registered, valid, active, gender identification) have different unit prices. For example, Telegram registration check costs less than TG active check, and TG gender identification may incur an extra fee. Even if the unit price difference is small, when the task volume reaches hundreds of thousands or even millions, the cost difference becomes significant. You wouldn’t want to end up spending 30% more than your budget just because you overlooked the cost of an active check, would you?

The Cost Chain from “Generate → Screen → Export”

In the KK-DATA pipeline:

• Number generation is completely free (240+ country random generation, global number range generation, custom CSV import).
• Screening is the only step that deducts per record.
• Data deduplication warehouse automatically filters already-checked numbers, reducing repeated deductions.

Understanding this chain reveals that costs only arise from actual detection steps; generation and deduplication themselves don’t cost money. Therefore, the key to cost control is improving screening efficiency—obtaining high-quality data with fewer detection records.

Four Core Factors Affecting Screening Costs

The variables determining the total cost of a screening task include the following four:

① Screening Platform and Check Type

Different combinations have vastly different unit prices. Using common scenarios as examples:

Check Combination	Unit Price Characteristic	Typical Use
TG Registration	Low	Verify if a number is registered on Telegram
TG Active (7/15/30 days)	Medium	Filter numbers recently online, suitable for adding followers
TG Gender Identification	Additional charge	Identify gender via avatar to improve targeting
WA Valid	Medium to High	Verify if a WhatsApp number is usable
iMessage Check	Per-record billing	For reaching Apple users

Note: Whether tgid/wsid export incurs extra charges, please refer to the real-time price in the console (log in to app.kkdata.cc to check).

② Task Number Quantity and Deduplication Effect

A single task can handle up to about 1 million records. If the same batch of numbers is submitted repeatedly in different tasks without using the deduplication warehouse, multiple deductions occur. Conversely, using the deduplication feature, the system automatically skips already-checked numbers, and the actual deduction count = (numbers to be checked) minus those already checked. This can save 10%–30% of costs (depending on data source overlap).

③ Number Quality and Your Data Source

• If you use self-provided numbers (e.g., purchased from industry databases), there may be many empty or invalid numbers. Regardless of whether the number is valid, submitting it for a check incurs a fee. The more low-quality numbers, the greater the waste.
• If you use KK-DATA’s global number generator, the numbers are random or range-based, and their quality depends on your chosen target country/range. It is recommended to test a small batch first to confirm usability before large-scale screening.

④ Recharge Exchange Rate and USDT Market Price Fluctuation

KK-DATA only supports USDT (TRC20) recharge, with a minimum of approximately 50 USDT. The actual cost converted to RMB or local currency fluctuates with cryptocurrency exchange rates. When planning your balance, it is advisable to reserve a 20% buffer to avoid being unable to submit tasks due to exchange rate increases.

Three Steps to Complete Global Screening Cost Estimation

The following operational procedure is based on the KK-DATA console interface and requires no complex calculations.

Step 1: Determine the Check Combination and Quantity

List all numbers to be screened and clarify which check steps each number needs to go through. For example:

• Objective: From 50,000 random numbers, screen for TG active numbers that are male.
• Check steps: ① TG registration → ② TG active (30 days) → ③ TG gender identification.
• Estimated quantity per step: All 50,000 will first undergo TG registration; assuming a validity rate of 60%, the second step (active check) only needs 30,000 numbers; the third step (gender identification) is based on active numbers (say 30,000).

Key point: Sum the quantities step by step, not simply multiply by the total number of steps.

Step 2: Check Console Real-Time Price and Apply the Formula

Log in to app.kkdata.cc and go to the task submission or billing page to see the current unit price for each check type. The calculation formula:

Total cost = Σ (Unit price of each check type × corresponding deduplicated quantity)

For example:

• TG registration: 0.003 USDT/record (example), 50,000 records → 150 USDT
• TG active (30 days): 0.005 USDT/record, 30,000 records → 150 USDT
• TG gender identification: 0.002 USDT/record, 30,000 records → 60 USDT
• Total: 360 USDT

Actual figures depend on what is shown in the console. Before submitting a task, the system will automatically display the estimated balance consumption for that task, which you can directly refer to.

Step 3: Plan Based on Balance and Recharge Threshold

Compare the total estimated cost with your current account balance:

• If balance ≥ total cost, you can submit immediately.
• If balance is insufficient, you need to recharge. Minimum recharge is 50 USDT (approximately 350–400 RMB depending on exchange rate). Recommended recharge amount = total cost × 1.2 (20% buffer), and ensure it is ≥ 50 USDT.

For example, total cost 360 USDT, plus 20% buffer gives 432 USDT, so recharge around 450 USDT. But be careful not to over-recharge beyond your actual usage plan to avoid idle funds.

Common Mistakes in Balance Planning and Cost-Saving Tips

Mistake 1: Only Doing “Registered Check” and Ignoring “Active Check”

Some teams try to save money by only doing TG registration checks before starting to add followers, only to find that many numbers are registered but have not logged in for a long time, resulting in very low follow conversion rates. They then have to do an active check later, incurring double deductions. The correct approach is to choose the appropriate depth based on marketing goals: if pursuing high conversion, prioritize active checks; if just for notification reach, a registration check might suffice.

Mistake 2: Not Using Deduplication and Repeatedly Submitting the Same Numbers

Submitting the same batch of numbers on different days for screening will cause the system to check them each time, resulting in repeated deductions. Make it a habit: before creating a new task, first upload your number list to the “Data Deduplication Warehouse”, check which numbers have already been screened, then submit only the remaining unscreened portion. Deduplication itself is free and can save a significant amount of money.

Cost-Saving Tip: Batch Testing + Gradual Scaling

Don’t submit 1 million numbers for full screening at once. Instead, first take 1,000–5,000 numbers as a sample, run a cost test to verify number quality and response rates. If the sample performs poorly, you can change your data source or adjust check types, avoiding wasting a large balance. Once the sample is confirmed viable, gradually scale up to the full set.

Cost Estimation Examples for Different Overseas Marketing Scenarios

The following three typical scenarios illustrate the cost estimation approach. Actual figures should be replaced with real-time unit prices from the console.

Scenario 1: Pre-Screening for Telegram Group Follower Addition

Objective: From 50,000 random numbers, screen for TG active (30 days) and gender male numbers.
Steps:

1. TG registration check: 50,000 records, assuming 70% registration rate → 35,000 records.
2. TG active check (30 days): 35,000 records, assuming 50% active rate → 17,500 records.
3. TG gender identification: 17,500 records, selecting male; assuming 60% male ratio → about 10,000 target numbers.

Cost: Sum the unit prices of the three steps. Total cost = (50,000 × registration unit price) + (35,000 × active unit price) + (17,500 × gender unit price). Since the deduplication warehouse may already have some numbers, actual billing is based on the unscreened quantity.

Scenario 2: Batch Verification for WhatsApp Direct Message Promotion

Objective: Verify the WA validity of 200,000 custom-imported numbers.
Feature: Single check type. Total cost = WA valid unit price × deduplicated number count.
If there are duplicates in the number source (e.g., the same number appears in different batches), using the deduplication warehouse may save 10%–30% of detection records. Assuming 180,000 records remain after deduplication, the cost is calculated on 180,000 records.

Scenario 3: Multi-Platform Combined Screening (TG → WA)

Objective: First screen TG active numbers, then use those numbers for WA validity checks.
Strategy: Execute in two steps. The second step only targets TG active numbers (which may be only 20%–30% of the original count). Total cost is far less than checking all numbers simultaneously. For example, after checking 500,000 for TG active, only 150,000 remain; then checking those 150,000 for WA validity. Total cost ≈ (500,000 × TG active unit price) + (150,000 × WA valid unit price). If all numbers were checked in parallel, it would be (500,000 × TG active + 500,000 × WA valid), much higher.

Clear cost efficiency: Sequential screening is a good way to control costs.

How to Check Real-Time Prices and Recharge?

View Console Real-Time Prices

All check type unit prices are based on the console. Navigation: Log in to app.kkdata.cc → Create a task page. When you select the check type, the unit price per record is automatically displayed. You can also visit the official billing page (if that page is live).

USDT Recharge and Arrival

• Minimum recharge: 50 USDT (TRC20 network).
• Arrival time: Usually within a few minutes; balance updates automatically with no additional fees.
• Recommendation: When your balance falls below 20% of total estimated cost, recharge in advance to avoid task interruptions. The recharge address is available on the “Recharge” page in the console.

Need a more detailed tutorial? Check out the documentation or contact customer service on Telegram @kkdata_cc.

Frequently Asked Questions

Q: Can I cancel a screening task after submission? Will the balance be refunded?
A: Once submitted, the task enters the processing queue and cannot be manually canceled. However, deduction occurs only after the task is completed. If the task fails for system reasons, the corresponding balance will not be deducted. If you stop the task yourself, the processed portion will still be charged. Please confirm carefully before submission.

Q: Do I need to pay for numbers generated by the global number generator?
A: No. Number generation is completely free. No matter how many numbers you generate, there is no cost. Costs are only incurred when you submit these numbers for screening tasks, which deduct per record.

Q: If my account balance is 0, can I still view historical task results?
A: Yes. Results of completed tasks (exported files, statistical analysis) remain in the console and can be downloaded anytime, unaffected by balance. However, you cannot submit new tasks.

Q: If the same number is screened in different tasks, will it be deducted multiple times?
A: If you do not use the data deduplication warehouse feature, submitting the same number repeatedly will check it again and deduct again. It is recommended to use the deduplication warehouse to exclude already-checked numbers before submitting a new task to avoid waste.

Q: Can there be a difference between the estimated task cost and the actual deduction?
A: Under normal circumstances, they match. However, if during the check process some numbers fail randomly due to network fluctuations and are not fully checked, the actual deduction will be based on the number of successfully checked records, which may be slightly lower than the estimate. The system retains detection records for review.

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With the global screening cost estimation method from this article, you can clearly understand costs before submitting tasks, recharge USDT wisely, and avoid budget overruns. Now log in to the application console and try using the three-step method to calculate the cost of your first screening task! If you have any questions, feel free to contact @kkdata_cc.