How to Accurately Estimate Screening Fees? A Complete Guide to Understanding Costs and Controlling Budgets Before Submitting Tasks

In出海 customer acquisition and community operations, screening fee estimation is a key part of managing marketing budgets. Whether you’re filtering active users on Telegram, batch-verifying WhatsApp numbers, or identifying iMessage devices, every screening task directly impacts costs. For platforms that charge per query, accurately predicting costs before submitting a task not only prevents task interruptions due to insufficient balance but also helps you choose the most cost-effective detection plan.

This article uses the KK-DATA console as an example to explain how to understand the estimated fees before submitting a task, the core factors affecting final charges, and provides an actionable pre-submission checklist along with cost optimization strategies.

Why Estimate Fees Before Submitting?

The core advantage of the per-query billing model is “pay as you go,” but only if you clearly understand what you’re using and how much. Many teams initially overlook fee estimation, leading to budget overruns or balance freezes.

Common Risks of Not Estimating

Insufficient balance & task interruption: Large tasks can consume significant balance. If estimation is off, tasks may pause mid-way due to insufficient funds, and already detected portions are still charged.
Wasted duplicate detection: The same batch of numbers may be repeatedly checked for the same type (e.g., “tg active”) across multiple tasks. Without a deduplication warehouse, this results in unnecessary charges.
Accidentally selecting expensive detection types: tg gender identification typically costs more than tg active. If you only need to verify whether a number is registered, choosing gender identification significantly increases costs.

Core Value of Fee Estimation

Cost transparency: See estimated amounts and current balance before submitting, avoiding “feeling your way in the dark.”
Planned control: Compare total costs of different detection plans (e.g., “tg active only” vs. “tg active + activity detection”) to choose the optimal strategy.
Easier team billing: Screenshot the estimated fee before submitting tasks for internal approval or client reconciliation.

Tip

In the KK-DATA console, before submitting a screening task, the system clearly displays the estimated fee and current balance. It’s recommended to develop the habit of “preview first, submit later” to avoid task interruptions due to insufficient balance.

Where to See Fees in the Console? Three Key Numbers Before Submitting

In the KK-DATA application console, fee estimation information is concentrated on the task submission page. Focus on these three numbers:

Fee Estimation Area on Task Submission Page

After selecting detection types (e.g., Telegram activity detection) and uploading a number file, a “Fee Estimation” module appears on the right side or bottom of the page. It automatically calculates the estimated deduction amount based on the number of uploaded numbers and the selected detection type. If deduplication is used, this area also displays “Deduplicated count for billing,” helping you judge the actual cost more accurately.

Balance & Deduction Record Entry

The console’s top navigation bar usually shows “Balance” on the right. Clicking the balance number accesses the “Recharge / Consumption Details” page, where you can view each recharge and task deduction record. This entry is useful when debugging abnormal costs.

How to Interpret Unit Prices

KK-DATA sets different unit prices based on platform and detection type. When submitting a task, the dropdown menu for selecting detection types indicates the current real-time unit price for that type.

Telegram detection: tg active, tg activity, tg gender identification have increasing unit prices.
WhatsApp detection: WA valid number detection usually has a lower unit price than Telegram activity detection.
iMessage / RCS: Unit prices correlate with the complexity of platform verification.

For specific prices, refer to the real-time display in the console. You can also check the billing page anytime.

Core Factors Affecting Screening Fees

Understanding influencing factors allows you to proactively control costs.

Detection Types and Unit Price Differences

The cost hierarchy of different detection types is roughly as follows (lowest to highest):

Detection Type	Typical Scenario	Cost Level
tg active	Quickly verify if a number is registered on Telegram	Low
tg valid	Verify if the account can send/receive messages	Medium
tg activity	Verify online behavior in the last 7/15/30 days	High
tg gender identification	Identify gender via avatar	Highest
WA valid	Verify if a WhatsApp account is usable	Medium

Optimization suggestion: If you only need to know if a number has Telegram, use tg active. Don’t use tg activity or tg gender identification.

Number Quantity and Overage Alerts

A single task supports up to approximately 1 million numbers. The larger the quantity, the higher the estimated fee. When the uploaded number count approaches or exceeds 500,000, the console prompts something like “We recommend submitting in batches for better processing efficiency.” Submitting too many numbers may cause the task to queue or fail. Plan single-task sizes reasonably.

How Deduplication Warehouse Saves Costs

KK-DATA’s data deduplication warehouse automatically compares numbers across tasks to avoid repeated detection. For example:

You first upload 10,000 numbers and run tg active detection.
You upload the same 10,000 numbers again, but 3,000 of them were already detected in the first task.
The deduplication warehouse identifies these duplicates and charges only for the new 7,000 numbers, skipping the already detected ones.

Assuming a unit price of ¥0.01 per detection, the deduplication warehouse saves you ¥30 directly. It is recommended to check if historical detection records exist before each task submission, and leverage the deduplication feature.

How to Use the “Generate → Screen” Pipeline to Control Costs

KK-DATA’s global number generation feature is free. You can:

Generate numbers for free: In the console, generate a list of random potential numbers by country/region. Single generation can yield hundreds of thousands of numbers without any charge.
Import the generated list: Export the generated numbers and upload them to the “Screening” module for detection.
Combine with deduplication warehouse: During screening, the deduplication warehouse automatically skips numbers already detected previously, charging only for new numbers.

Scenario example: Suppose you want to develop Telegram users in the Brazilian market. First, generate 500,000 Brazilian numbers for free using the “Number Generation” module. Then upload them to the screening module and select tg active detection. If you have never detected these numbers before, you only pay for the detection cost of 500,000 numbers. If some were previously detected, you pay only for the new ones. This avoids high data purchase costs and duplicate charges.

Pre-Submission Checklist: 5 Steps to Confirm Reasonable Fees

Before clicking “Submit Task,” verify the following checklist:

Pre-Submission Checklist

Sufficient balance: Is the balance at least 120% of the estimated fee? Some large tasks may need extra balance for retry scenarios.
Correct detection type: Is it tg active or tg activity? Choose as needed, avoid mistakes.
Number list deduplicated: Has the file itself been deduplicated? Combining with warehouse deduplication yields better results.
Previewed estimated fee: Is it within budget?
Task notifications: Have you configured Telegram notifications? You can view results promptly after task completion.

Important reminder: Once a task is submitted, it enters the processing queue and cannot be canceled midway. Double-check all settings before submission.

Common Misconceptions: Why Actual Deduction Differs from Estimate?

Many users find that the actual deduction doesn’t exactly match the estimate. Here are some common situations:

Abnormal number formats causing reprocessing: Some numbers have irregular formats (e.g., missing country codes, containing spaces). The system may automatically reject or retry them, leading to a slight increase in the final billed count.
System retry mechanism: Network fluctuations may cause some detections to be retried. Retried numbers are normally charged.
Mid-task manual addition of numbers: Some platforms allow adding numbers after submission, which increases the cost.
Discounts/promotions not synchronized: Some accounts have special discounts that aren’t reflected in the estimate. The final deduction may be lower than the estimate.

Note

The actual deduction amount is usually close to the estimate, but operations like irregular number formats or mid-task additions may cause minor differences. Always refer to the deduction record after task completion.

How to Optimize Long-Term Screening Costs?

If screening is a regular team task, the following strategies can reduce long-term costs:

Merge similar detection tasks: Process numbers requiring different detection types separately, and concentrate detection on the same type to avoid duplicate submissions.
Regularly clean the deduplication warehouse: While used infrequently, the warehouse accumulates historical data. If it contains many invalid numbers, consider cleaning or resetting periodically (depending on KK-DATA features).
Monitor console price changes: KK-DATA may adjust unit prices occasionally. Check if prices have changed before submitting tasks to make informed decisions.
Use USDT recharge to lock costs: USDT (TRC20) recharge ensures currency fluctuations don’t affect your principal. It’s recommended to recharge a larger amount at a market low to reduce fees and exchange rate risks.
Test small batches before scaling up: Submit a small number (e.g., 1,000 numbers) first to verify detection quality and cost calculation. Once confirmed, proceed on a larger scale.

Frequently Asked Questions

Q: Why does the estimated fee differ from the actual deduction?
A: The estimate is based on the number of numbers and detection type at task submission. The actual deduction is based on the final completed result. If the system retries due to network issues or some numbers are invalid and rejected, the actual deduction may be slightly lower than the estimate. Special discounts applied to your account can also affect the final amount.

Q: How can I know the unit price for each detection type?
A: KK-DATA sets different unit prices per platform and detection type. You can see real-time prices on the console billing page or in the dropdown menu when selecting detection types during task submission. The console display is authoritative.

Q: What happens if my balance is insufficient when submitting a task?
A: Before submission, the system checks if the balance is enough to cover the estimated fee. If not, you cannot submit and must recharge via USDT. If balance becomes insufficient mid-task, you can also check pending tasks in the task records.

Q: How much can the deduplication warehouse save?
A: The savings depend on the repeat rate of numbers already detected in previous tasks. For example, if you repeatedly detect the same batch for “tg active,” the warehouse skips already detected numbers and charges only for new ones. It’s recommended to manually deduplicate before uploading to enhance effectiveness when combined with the warehouse.

Q: Can I cancel a task that has been submitted but not yet completed?
A: Once submitted, the task enters the processing queue and generally cannot be canceled midway. Ensure you confirm fee estimates and number ranges before submitting to avoid misoperations.

By understanding the mechanism and influencing factors of screening fee estimation, both newcomers and experienced teams can make more accurate budget decisions on the KK-DATA platform. If you still have questions, feel free to check the documentation or contact @kkdata_robot directly.

How to Accurately Estimate Number Screening Fees? A Complete Guide to Understanding Pricing and Controlling Costs Before Submitting Tasks

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