TG Registration + Activity + Gender Combined Detection: How to Build a One-Click Number Screening Pipeline (KK-DATA Practical Guide)

In overseas marketing scenarios, completing the detection of registration status (active) , recent activity behavior, and gender identification for batch numbers in one go can greatly improve data filtering efficiency. This article details how to use KK-DATA to build a complete pipeline from number generation, combined detection, to layered export, helping your team precisely target high-value users and reduce marketing costs.

What is TG Registration + Activity + Gender Combined Detection?

Combined detection refers to simultaneously initiating detection on three dimensions in a single number screening task:

• TG Registration: Verify whether the number is registered on Telegram (registration check).
• TG Activity: Determine if the number has been active (e.g., sending messages, logging in) in the last 7, 15, or 30 days.
• TG Gender: Based on analysis of Telegram avatar and nickname algorithms, infer the user’s gender (male/female/unknown).

Compared to running single-dimension checks separately (first registration, then activity, then gender, submitted three times), combined detection directly outputs the correlated results of “registration + activity + gender” after one task, eliminating the need for manual intersection operations. You get a precise list ready for layered targeting.

Why Do Overseas Teams Need Combined Detection for Their TG Numbers?

Many teams are used to only checking “registration”, assuming that if a number is registered, it can be reached. But ignoring activity and gender leads to two problems:

1. Low Reach Efficiency: A large number of “zombie accounts” are registered but have not logged in for a long time. Sending messages to them goes unnoticed, wasting channel costs and sending limits.
2. Poor Precision: If promotional content does not distinguish by gender, conversion rates drop significantly. For example, sending a male-oriented product to female users yields almost no response.

The value of combined detection lies in:

• Cost Optimization: Complete the task in one go, no need for multiple batch uploads and cross-analysis.
• High Data Quality: Activity filters out inactive numbers, gender filters out irrelevant groups, significantly lowering cost per thousand impressions (CPM).
• Reusability: Exported results can be directly imported into a dedup repository, avoiding repeated checks on the same invalid numbers later.

How to Prepare a Number List Suitable for Combined Detection?

Method 1: Use the Global Number Generation Module

KK-DATA provides a free global number generation feature (generation does not deduct credits). Steps:

1. Log in to the Dashboard, go to the “Number Generation” module.
2. Select the target country/region (240+ options), or customize number prefixes.
3. Set the quantity, click “Generate”.
4. Export as a CSV file, one international format number per line (e.g., +8613800138000).

Method 2: Upload Your Own Number List

If you already have a number file, upload it directly:

• Format Requirements: One number per line (with international dialing code), or a CSV file containing a number column.
• Recommendation: First, deduplicate through the data dedup repository to avoid wasting credits on duplicate checks.

Dedup Operation: Upload the numbers to be checked in the “Data Dedup Repository” in the dashboard, and the system automatically marks existing numbers. This ensures each task only targets new numbers, saving costs.

Complete Steps to Configure a Combined Detection Task in KK-DATA

Step 1: Select Detection Type and Check Combination Items

1. Log in to the KK-DATA Dashboard, go to “Number Screening Tasks” → “Create Task”.
2. Select platform Telegram.
3. Under “Detection Type”, check all three:
   • TG Registration (active check)
   • TG Activity (optional: 7 days / 15 days / 30 days)
   • TG Gender (based on avatar recognition, accuracy about 70-80%)
4. You can choose only two items as needed (e.g., registration + activity only), gender can be checked separately later.

Step 2: Set Activity Time Window and Export Options

• Activity Window: Default 7 days, can be changed to 15 or 30 days. A longer window results in fewer but more stable numbers; a shorter window yields more numbers but may include lightly active users.
• Export Options: You can choose to export tgid, username, and other fields simultaneously for subsequent integration with other tools.

Step 3: Submit Task and Receive Completion Notification

1. Upload the number file (max approximately 1 million per batch).
2. The system automatically calculates the estimated cost (displayed at the bottom of the interface).
3. Ensure sufficient balance (USDT recharge, minimum about 50 USDT), click “Submit Task”.
4. You can receive task completion alerts via Telegram notification binding.

How to Layer Export and Reuse Combined Detection Results?

Example: Export Separate Files by Gender + Activity Window

After the task is completed, you can see three labels for each number on the results page. Using the filter function, you can:

• Export “Registered + 7-day active + Male” → save as male_active_7d.csv
• Export “Registered + 30-day active + Female” → female_active_30d.csv
• Export “Registered + Inactive + Male” → treat as low-efficiency numbers, may be ignored temporarily

These files can be directly used for group targeting in Telegram bulk messaging or direct message tools.

Import Exported Results into Dedup Repository to Avoid Repeated Checks Next Time

Steps:

1. In the dashboard, go to “Data Dedup Repository”, create a new batch.
2. Upload the exported number file from this task.
3. Set retention period (permanent or 30 days). When checking new numbers later, the system will automatically skip numbers already in the repository.

This way, the same batch of numbers will not be charged again for duplicate detection.

Billing Rules and Precautions for Combined Detection

The billing logic for combined detection is each detection item is charged independently per number. For example:

• 10,000 numbers, checked for registration + activity + gender → total number of checks = 10,000 × 3 = 30,000 checks.
• For specific unit prices, check the dashboard real-time pricing or the estimated cost when submitting the task.

Cost Control Tips:

1. First test with a small sample (e.g., 1000 numbers) to evaluate result quality and accuracy, then submit in large batches.
2. If you only need “registration + activity”, do not check gender to reduce costs.
3. Use the data dedup repository to minimize repeated checks.

Recharge method: USDT (TRC20), minimum about 50 USDT.

Frequently Asked Questions

Q: What is the difference between combined detection and running three separate checks?

A: Combined detection determines registration, activity, and gender in one task, and results are automatically correlated. No need to manually intersect multiple result sets. It’s more efficient and reduces redundant uploads and data processing workload.

Q: How accurate is the TG gender detection?

A: Gender recognition is based on analysis of TG avatars and nicknames, with accuracy around 70-80%. It is recommended as a supplementary label; for high-value numbers, manual verification can be combined.

Q: How is combined detection billed?

A: Billed per check per number. For example, 10,000 numbers with three checks (registration + activity + gender) total 30,000 checks. See dashboard real-time prices for specific unit rates.

Q: What is the maximum number of numbers supported in a combined detection task?

A: A single task can submit up to approximately 1 million numbers. If numbers exceed 1 million, submit in batches or contact customer service for a custom solution.

Q: After exporting results, can I run other detection types on the same numbers?

A: Yes. After exporting, you can import that batch into the dedup repository, then create a new task with other detection types (e.g., unchecked activity window or gender). The system will skip already-checked items and only charge for the new checks.

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Experience the Combined Detection Pipeline Now
Log in to the KK-DATA Dashboard → Create a number screening task → Check TG Registration + Activity + Gender, submit with one click.
For assistance, contact customer service @kkdata_cc or refer to the Documentation.