How to perform batch data detection in KK-DATA: a complete tutorial from creating tasks to exporting results

Whether it is private message promotion for Telegram communities or precise customer acquisition for WhatsApp, Line, or Zalo, the overseas team cannot do without data detection. The so-called data detection is to batch verify whether the mobile phone number has been registered on a certain platform, whether it is active, and user profile fields such as gender and age. Without a screened number library, not only is the promotion budget wasted, but there may also be account risks due to too many invalid numbers. KK-DATA uses the pipeline mode of “Generate → Filter → Export” to help you complete the entire process of batch inspection in one console. This article starts from scratch and takes you step by step to complete your first task.

What is batch data detection? Why do you need it to acquire customers overseas?

The core of data detection is multi-dimensional verification of collected numbers. For example:

• Activation detection: Determine whether a mobile phone number has been registered on Telegram / WhatsApp / Line and other platforms.
• Activity Detection: Identify whether the account has had any online behavior in the recent past (such as within 7 days, 30 days).
• Gender and Age Identification: Infer the user’s gender and age group (such as “about 30 years old”) based on the platform’s public information.
• UID/tgid export: Obtain the underlying identifier for subsequent API docking or precise contact.

For overseas marketing teams, the value of batch testing lies in:

• Reduce the risk of account ban: Sending messages to invalid numbers will trigger platform risk control; highly active numbers after detection can significantly reduce the probability of being reported.
• Improve ROI: Only promote users who are valid and meet the target, and the conversion rate can be increased several times compared to random delivery.
• Quick Grouping: Combining gender, activity and other fields, users can be divided into “male active users over 30 years old”, “female low-frequency users under 25 years old”, etc. for differentiated marketing.

KK-DATA is a one-stop data detection platform created for such scenarios, covering mainstream social channels such as Telegram, WhatsApp, Line, Zalo, iMessage, and RCS, and delivers the results to you in CSV/TXT format.

How to create a batch data detection task?

The following steps correspond to the complete operation from logging in to the console to submitting tasks, and are suitable for novices to get started directly.

Step 1: Prepare the number and log in to the console

There are three sources of numbers:

1. Local file import: Upload your list of numbers (one per line) as a TXT or CSV file.
2. Global Number Generator: Select the target country in the console and randomly generate numbers within the valid number range - the generation is completely free.
3. Custom number segment CSV import: If you have a list of specific number segments, you can upload the CSV for generation.

After preparing the number, visit KK-DATA Application Console and log in using email or Telegram. Unregistered users need to complete registration first.

Step 2: Select detection platform and detection type

Click “New Task” and follow the prompts:

1. Select Platform: The drop-down menu supports Telegram, WhatsApp, Line, Zalo, iMessage, RCS, Viber, Facebook, Instagram, etc. Choose according to your target market, for example, Line/Zalo is commonly used for Southeast Asia, and WhatsApp/Telegram is commonly used for Europe and the United States.
2. Select detection type: Common types include:
   • Activation (Registration) Test: Only verify whether the number is registered.
   • Activity Detection: You can select the active window (such as 7 days/30 days) to determine the recent login status of the account.
   • Gender Detection: Get gender, age (including descriptions such as “about 30 years old”), avatar and other fields at the same time.
   • UID export: such as Telegram’s tgid, WhatsApp’s wsid, etc.

The detection fields are subject to what is actually displayed on the console. It is recommended to only select 1–2 detection types for a task to avoid excessive consumption of balances.

Step 3: Confirm the estimated cost and submit the task

The system will display the estimated deduction amount before submission, including fees calculated based on the number of tests and unit price. After confirmation, click “Submit Task”.

After the task is submitted, it enters the queue and you can view the status in the “Task List” of the console.

What social platforms and detection types are supported by batch data detection?

The following is a summary of the main platforms and their commonly used detection types (specific options are subject to the console):

Platform	Common detection types	Remarks
Telegram	Activation detection, activity detection (7 days/30 days), gender detection (including age field), tgid export	Supports specifying active windows and screening out highly active users
WhatsApp	Activation detection, activity detection, gender detection, wsid export	Suitable for European, American and South Asian markets
Line	Activation detection, activity detection, gender detection (male/female), uid export	Intensive users in Southeast Asia and Japan
Zalo	Opening test, activity test, gender test	The first choice in Vietnam market
iMessage / iOS	Device blue number detection, iMessage validity detection	Exclusive channel for Apple users
RCS	Opening detection	Android native information channel

In addition, it also supports some detection on Viber, Facebook, Instagram, Binance, LinkedIn and other platforms. For specific detection types and unit prices please refer to the real-time price of the console.

How to check task progress and export batch detection results?

Monitor task status and receive notifications

After the task is submitted, the console will display the following status:

• Queuing: Waiting for execution.
• In Progress: The system is testing batch by batch.
• Complete: The detection results have been generated.
• Failure/Partial Failure: In rare cases, error records can be viewed.

If you want to know the results as soon as possible, please bind Telegram notification on the console. After the task is completed, the bot will send a private message containing the task ID and a summary of the results. Click to jump to the details.

Export filtered data

After the task is completed, enter the results page:

1. Check the required fields: such as number, platform, activation status (valid/invalid), active tag, gender, age, tgid, etc.
2. Select the export format: CSV (recommended, can be opened with Excel) or TXT (plain text, easy to import into other tools).
3. Click “Export” and the browser will automatically download the file.

Before exporting, the system will automatically compare it with your data deduplication warehouse to avoid repeatedly exporting marked numbers. If you want to keep all original numbers (including duplicates), you can turn off the deduplication option during task settings.

How to charge for batch data detection? What’s the most worry-free way to recharge?

Billing Rules

• No subscription package: No monthly or annual fees, only the actual number of detected items will be deducted.
• Deposit method: USDT (TRC20), the minimum deposit is about 50 USDT.
• Deduction Timing: After the task is completed, it will be deducted from the balance. If it is not completed, no fee will be deducted.
• Unit price description: The unit prices for different platforms and different detection types are different. For example, the fees for Telegram subscription testing and gender testing may be different. For the specific amount** please see the real-time price on the console**, and the estimated cost will be displayed before submitting the task.

Recharge Suggestions

• For first-time use, it is recommended to recharge the minimum amount (about 50 USDT), conduct a small-scale test first (for example, 1,000 items), and evaluate the accuracy and cost before investing in large quantities.
• The balance is valid for a long time and there is no concept of “expiration”. If large-volume testing is required in the future, it will be replenished according to the workload.

How to avoid wasting balance due to repeated testing? (Data deduplication warehouse)

You can create one or more “data deduplication warehouses” in the console. When importing numbers, the system will automatically compare them with existing numbers in the warehouse and skip detection of duplicates without consuming any balance. This way, when you collect numbers multiple times from different sources, you won’t waste resources by submitting them repeatedly.

Operation Points:

• Create a new warehouse on the “Data Warehouse” page and set the allowed duplication rules (such as “Only one of the same number will be saved”).
• Each time you create a new task, select “Associate Duplicate Warehouse”. The system performs comparison before detection and only flags duplicate records during CSV export.
• It is recommended that the team share the same warehouse to avoid repeated testing by each member alone.

This method is especially suitable for community teams that continue to operate - a small number of numbers are added every day, and they are tested in batches after being uploaded to the warehouse, so the cost is controllable.

FAQ

Question: How many numbers can batch data detection process at most at one time?

Answer: The upper limit for a single task is about 1 million numbers. If the number is less than 1 million, it can be submitted in one time; if the number exceeds 1 million, it can be processed in multiple times. We recommend submitting in batches to view intermediate results in a timely manner.

Question: How to define “activity” in the test results?

Answer: Activity refers to the number’s online behavior within the specified time window (such as Telegram’s recent online time). You can select the “active window” (e.g. 7 days/30 days) in the task settings, and the final fields are subject to console export. For example, selecting “30 days active” will mark accounts that have been logged in within the past 30 days.

Question: How long does it take to receive USDT after depositing it? What should I do if the quota is insufficient?

Answer: The arrival of USDT (TRC20) is usually automatically synchronized to the balance within a few minutes. If the account does not arrive for a long time, please confirm whether the network is correct (select TRC20). New tasks cannot be submitted when the balance is insufficient. You need to recharge to a sufficient amount and resubmit after making the payment.

Question: How to confirm whether the gender data in the test results is accurate?

Answer: Gender data is based on platform public information/algorithm inference, non-ID card level accuracy. It is recommended to use it in combination with fields such as age and avatar. You can first do a small batch test to verify the accuracy (for example, use numbers with known genders to test), and develop the habit of “first small test and then big run”.

Question: Can I detect only part of the numbers? Does sampling support?

Answer: Supported. After uploading the numbers, you can specify the starting and ending lines in the task, or manually delete unnecessary numbers; you can also generate a small batch of numbers to test the effect. This is useful for evaluating platform accuracy or controlling budget.

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Now you are familiar with the entire data detection process of KK-DATA: from preparing numbers, selecting platform type, submitting tasks, monitoring progress to exporting results. Whether it is your first time trying batch detection or you want to optimize the existing customer acquisition process, you can follow this tutorial step by step to practice.

👉Log in to the console Create your first batch detection task Two-way contact customer service: https://t.me/kkdata_robot For more tutorials and billing details, please visit Official Website and Usage Documentation.