KK-DATA TG Gender Detection Tutorial: A Complete Guide from Creating Batch Tasks to Exporting Filtered Results

Want to precisely target potential customers on Telegram based on their gender? The gender filter feature helps you concentrate your marketing resources on your target audience and boost conversion efficiency. This tutorial will walk you through every step of running TG gender detection in the KK-DATA console — from uploading numbers to exporting gender-specific lists — all fully actionable.

What Is TG Gender Detection? Why Is It Essential for Cross-Border Marketing?

TG gender detection analyzes a Telegram user’s profile picture using image recognition technology to infer the user’s gender. This feature typically returns three results: Male, Female, or Unknown. Please note that the gender detection result is based on the AI model’s analysis of the public avatar — it is not 100% accurate and should be used for reference only.

Key scenarios in which cross-border marketing teams use gender detection:

• Precise Product Targeting: Before promoting male-oriented products (games, tools) or female-oriented products (beauty, apparel), filter by gender to avoid wasting resources.
• Community Segmentation: Sort users into different communities based on gender to provide differentiated content or activities.
• A/B Testing Optimization: Test response rates for copy, creatives, etc., across gender dimensions to refine acquisition strategies.
• Data Analysis: Combine gender with activity status and registration status to build a more complete user profile.

It’s important to note that gender detection is a supporting tool. We recommend using it together with detection dimensions such as “TG Active” and “TG Registered” to obtain more reliable audience segments.

How to Create a TG Gender Detection Task in the KK-DATA Console? (3 Key Steps)

All operations below require logging into the KK-DATA Application Console. If you haven’t registered yet, please sign up and complete a USDT deposit (minimum ~50 USDT, TRC20).

Step 1: Prepare the Numbers to Be Detected and Upload Them to the Console

Before starting, you need a list of Telegram numbers to be detected. Numbers must be in international format, meaning they include the country code but no “+” sign or spaces.

Supported format examples (TXT or CSV):

8613812345678
442012345678
12025551234

How to obtain the original numbers?

• Method 1: Use “Global Number Generation”: In the console, select “Number Generation” and generate numbers by country, number range, or randomly. This feature is free, and the generated numbers can be directly imported into a screening task.
• Method 2: Import a custom number range CSV: If you already have a list of number ranges for a specific region, you can upload a CSV file to generate numbers.
• Method 3: Manual input: Paste or drag and drop a TXT file into the upload area.

After uploading, the system will automatically deduplicate. However, you can also first import the data into the “Data Deduplication Warehouse” to avoid deducting balance for duplicate detections in subsequent tasks.

Step 2: Select Detection Type and Configure Parameters in “Batch Screening”

After the numbers are uploaded, go to the “Batch Screening” module.

1. Select Platform: In the screening type, choose “Telegram.”
2. Check the Detection Items: From the detection items list, make sure to check “TG Gender.” You can also check the following options simultaneously to build a more complete user profile:
   • TG Registered (registration check)
   • TG Valid (check if the number is still using Telegram)
   • TG Active (you can specify activity within 7 / 15 / 30 days)
   • TG ID Export
3. Set Advanced Options (optional):
   • Country/Region Filter: Restrict numbers to a specific country for more focused detection.
   • Concurrency: Adjust the detection speed based on your balance and task urgency – higher concurrency means faster detection but consumes balance more quickly.
4. Name the Task: Give the task a recognizable name for easier management later.

Step 3: Submit the Task and View the Estimated Fee

Once all parameters are configured, click “Submit Task.” The system will pop up a confirmation window showing the estimated deduction amount (calculated based on the number of numbers to be detected and the unit price).

• If balance is sufficient: Click confirm, the task enters “Pending” status, and then moves to “Running.”
• If balance is insufficient: The task cannot be submitted. You need to top up via the deposit page first, then continue after the deposit arrives.

You can track real-time progress on the task list page. If you previously bound Telegram notifications in your personal settings, you will receive a message when the task completes, reminding you to check the results.

How to View and Interpret Gender Detection Results?

After the task finishes, the complete detection results list is available on the “Task Details” page.

Result display format:

Phone Number	TG Gender	TG Registered	TG Active (30 days)
8613812345678	Male	Yes	Yes
442012345678	Female	Yes	No
12025551234	Unknown	Yes	Yes

How to interpret “Unknown” results?

“Unknown” means the system could not determine gender from the profile picture. Possible reasons include:

• The user has not set a profile picture.
• The profile picture is a landscape, object, animal, cartoon, or other non-human image.
• The picture is too blurry, partially obscured, or shows a group of people.

“Unknown” does not mean the number is invalid. These numbers can still be “registered” and possibly active – only the gender information is unavailable. You can continue to use them in other scenarios or combine them with other dimensions.

Additionally, the console typically provides a simple statistical chart showing the percentage distribution of Male, Female, and Unknown, allowing you to quickly evaluate the population composition.

Batch Export of Filtered Results: Export Number Lists by Gender

Only by exporting the filtered results can the data be put to practical use. KK-DATA supports exporting after filtering by gender conditions.

Export steps:

1. On the task results page, use the gender filter to select “Male,” “Female,” or “Unknown.”
2. Click the “Export” button.
3. Select the export format (CSV or TXT).
4. Check the fields you want to include:
   • Only numbers: Simple mode, containing only phone numbers.
   • Include detection details: Includes all data such as TG ID, gender, activity status, registration status, etc.
5. Click confirm, and the file will start downloading.

Practical tip: If you want to export only Female numbers for precise marketing, first filter by “Female,” then export. This helps you quickly build a targeted audience package.

What to Check Before Creating a TG Gender Detection Task? (Checklist Reminder)

Take a minute to check the following items before each task submission to avoid many unnecessary errors:

• Number count: Not exceeding the single-task limit (~1 million numbers). If it exceeds, submit in batches or contact official customer service to adjust the quota.
• Sufficient balance: Verify that your account balance can cover the estimated fee. Insufficient balance will cause the task submission to fail.
• Number format: Ensure numbers are in international format (no “+” sign or spaces).
• Already deduplicated: If numbers come from multiple sources, prioritize using the “Data Deduplication Warehouse” to avoid duplicate charges.
• Notification settings: Bind Telegram notifications in your personal settings to get real-time task completion status.
• Clear objectives: Determine whether you need other detection items simultaneously (e.g., activity status, TG ID) so you can check them all in one go to save time.

Frequently Asked Questions

Q: How accurate is TG gender detection?
A: KK-DATA’s gender detection uses AI to recognize profile pictures. Accuracy depends on the quality of the avatar (e.g., clear frontal face pictures have higher recognition rates). For numbers with no avatar, cartoon avatars, or group photos, the result may be marked as “Unknown.” We recommend combining gender detection with other dimensions (e.g., activity status, tags).

Q: What is the maximum number of numbers I can detect in one task?
A: A single TG gender detection task supports up to approximately 1 million numbers. If you have more than 1 million, submit in batches or contact customer service to increase your quota.

Q: What does “Unknown” in the detection result mean?
A: It indicates that the system could not determine the gender from the Telegram user’s profile picture. Possible reasons: the user has no avatar, the avatar is a landscape/object/animal, or the picture is too blurry or obscured. This does not affect the “Registered” or “Valid” status of the number.

Q: Can I export only Female numbers?
A: Yes. After the task is completed, use the gender filter (Male/Female/Unknown) on the results page, then click “Export” to get a list of numbers for the selected gender. Both CSV and TXT formats are supported.

Q: How much balance is consumed for gender detection?
A: The cost per number for gender detection is different from that of “TG Registered.” Please check the real-time price in the console. The system shows an estimated fee before you submit; if your balance is insufficient, you will not be able to submit. The minimum deposit is 50 USDT (TRC20).

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Now you can start practicing. Log in to the KK-DATA Console, upload your number list, and create a TG batch task that includes gender detection. For more detailed instructions, please refer to the documentation. If you encounter any issues, feel free to contact the official TG customer service @kkdata_robot for one-on-one assistance.