From Number Generation to Telegram Detection: Complete Workflow for Global Number Generation Followed by Telegram Number Detection

In overseas marketing and Telegram community management, the core pain point of batch-acquiring valid TG users is not “not enough numbers,” but uncontrollable number quality—directly purchased data often contains many empty, unregistered, or deactivated numbers, wasting detection fees. A more efficient approach is to first generate global numbers for free, then batch-detect them on Telegram, creating a complete pipeline of “Generate → Filter → Export.” This article will guide you step by step through how to achieve this workflow using KK-DATA and share practical tips for reducing costs.

What Is the Number Generation + TG Detection Pipeline and Why Generate First?

The “Generate Numbers → TG Detect” pipeline means you don’t have to rely on third‑party data purchases. Instead, you use the system to randomly generate numbers or generate them by number range, then detect them for Telegram registration/activity/gender, keeping only valid TG users that match your target profile. The core advantages of this pipeline are threefold:

• Cost control: Global number generation is completely free (no balance deducted). Only the detection phase charges per record, so you avoid paying for invalid numbers.
• Data autonomy: The range, quantity, and country/region you generate are fully defined by you, free from supplier data limitations.
• Privacy and compliance: No contact with pre‑stored number lists from third parties, reducing data risk.

Key Advantages of Number Generation vs. Direct Purchase

Comparison Dimension	Directly Purchased Number Data	Generate + Detect Pipeline
Cost	Charged per record, includes many invalid numbers	Generation free, pay only for valid detected numbers
Data controllability	Supplier determines source	You choose country/range/quantity
Quality	Varying validity rates	Post‑detection ensures accurate registration/activity/gender
Duplication risk	Overlap between different suppliers	Built‑in dedup vault automatically filters
Privacy compliance	Unknown data sources	Based on random/range generation, no privacy issues

How Pipeline Operation Improves User Acquisition Efficiency

Traditional approach: Buy a list → submit for detection → find most are invalid → buy new data → inefficient loop. With the pipeline, “generation” and “detection” are seamlessly integrated. You can do everything on the same platform, and the system automatically deduplicates, avoiding repeated detection. Once set up, you can continuously output high‑quality TG numbers for direct messaging, group joining, or precise targeting.

Step 1: Generate Global Numbers on KK‑DATA (Free)

Open the KK‑DATA console (https://app.kkdata.cc/) and go to the “Global Number Generation” module in the navigation bar. Three generation methods are available for different scenarios.

Random Generation by Country/Region – 240+ Countries Available

Ideal when your target market is not yet defined or you need to test data from multiple countries. On the “Generate by Region” page:

1. Select your target country (supports 240+ countries and regions, e.g., USA, India, Indonesia, Brazil, etc.).
2. Enter the number of numbers to generate (up to about 1 million per batch).
3. Click “Generate” → The system immediately creates a number list, ready for subsequent detection.

Generated numbers appear in the “Number List.” You can preview the format, check the count, and then export or directly submit a detection task.

Generation by Number Range and CSV Import – Precisely Control Your Audience

When you already know the number ranges in your target area (e.g., Globe range in the Philippines, AIS range in Thailand), using “Generate by Number Range” is more precise. The system has a built‑in global carrier range database, or you can manually enter the range.

• Generate by Range: Select country → Enter prefix (e.g., Indonesia 62‑812) → Set quantity → Generate. Great for batch acquisition of users belonging to a specific carrier.
• CSV Import: If you already have your own number list or a file with number ranges obtained from other sources, upload via CSV import. The system automatically validates format and deduplicates (using the dedup vault), preventing repeated detection.

Step 2: Submit Generated Numbers to a Telegram Detection Task

After generation, click the “Submit Detection” button on the right side of the number list to go to the detection task configuration page. You can select part or all of the number list as the detection input.

Choose Detection Type – Registration, Activity, or Gender Recognition?

TG detection supports several sub‑types. Choose flexibly based on your promotion goal:

• TG Registration Detection: Verifies whether a number has registered a Telegram account. This is the most basic and economical detection, suitable for scenarios where you only need “registered users.”
• TG Validity Detection: On top of registration, it confirms whether the account has any anomalies (e.g., banned, long‑term inactive). Slightly more expensive than registration detection, but provides more reliable data.
• TG Activity Detection (supports 7/15/30‑day windows): Checks if the account has been online within a specified window. We recommend using 7‑day activity for direct messaging promotions first, because recently active users have higher reach rates. 30‑day activity covers more users but may have lower response rates.
• Gender Recognition: Uses AI to identify the user’s gender from their avatar (male/female/unknown). Suitable for precise ad targeting or personalized conversation scripts.

You can check multiple types in the same task; the system will process them in sequence. For example, run registration first, then activity, then gender — keeping only numbers that satisfy all conditions simultaneously.

Set Task Parameters and Estimate Fees

Before submission, the console shows:

• Number Count: Total numbers included (already deduplicated automatically).
• Detection Type: Unit price for each type (see official billing page https://kkdata.cc/billing/ or real‑time prices in the console).
• Estimated Total Fee: Calculated based on unit price and count, not the final deduction — an estimate. After the task completes, the actual deduction is based on the number of records detected (after removing invalid formats and duplicates).
• Current Balance: Helps you decide if a top‑up is needed.

After confirming sufficient balance, fill in a task name (for later management), and click “Submit.” The task enters the queue and begins processing.

How to Check Task Status and Receive Notifications

On the “Task List” page in the console, you’ll see each task’s status: Queued, Processing, Completed, or Failed. We recommend enabling Telegram notifications: bind your Telegram account in “Notification Settings” (bot @kkdata_cc). You’ll receive a message when a task is completed, so you don’t need to keep refreshing the page.

Step 3: View Detection Results and Export Valid Numbers

After the task completes, click “View Results” to enter the detail page. The system shows a detection report including:

• Detection Overview: Total numbers, passed/failed counts, pass rate for each detection type.
• Detailed Data: Each number’s detection results (e.g., whether registered, activity window, gender label, tgid, etc.).
• Export Options: Support CSV and TXT export. You can freely choose which fields to export (e.g., only numbers with “TG registered + 7‑day active + male”).

tgid Export – Key for Batch Operations

Telegram uses tgid (Telegram ID), not phone number, to identify users. If you later plan to perform batch group joining, direct messaging, or use other automation tools, exporting tgid is more practical than exporting phone numbers. In the detection results, select the “Export tgid” option to generate a list of tgids. Note: tgid is captured only when registration or activity detection succeeds; unregistered numbers have no tgid.

How to Use the Deduplication Vault to Avoid Wasting Balance on Repeated Detection

The “Deduplication Vault” is KK‑DATA’s built‑in cross‑task deduplication mechanism, which automatically records all previously detected numbers (regardless of detection type). When a new task includes numbers already detected, the system marks them as “already processed” and does not deduct detection fees for those numbers.

In practice, simply check “Enable Deduplication” before generating numbers or submitting a detection task. For example:

• Generate numbers for the same country in multiple batches: First batch generates 500,000 → submit for TG detection → get valid list. Second batch generates another 500,000 → when submitting, the system automatically deduplicates. If the two batches overlap, the overlapping part incurs no fee.
• Multiple detection types on the same list: First run registration detection → export registered numbers → then run activity detection on that list. The system automatically skips numbers already detected for “registration”? Note: Does deduplication only apply to the same detection type? According to the documentation: the dedup vault stores numbers independently. No matter what type was detected before, resubmitting any detection type for the same number is considered “already exists,” and duplicate charges are avoided. This is called “omnidirectional deduplication” — once a number has been detected (any type), it won’t be charged again. However, if you need to update the activity status (e.g., re‑detect activity 30 days later), you must use the “Force Re‑detect” function (available in the console), which will deduct fees normally.

Best Practices for the Complete Pipeline – Improve Efficiency and Reduce Costs

Combining the steps above, here is a proven high‑efficiency operation flow:

1. Run a small‑scale test first: Use 100–500 numbers for a quick detection (e.g., TG registration + 7‑day activity + gender recognition). Observe the pass rate and cost to verify feasibility for your target market.
2. Batch detect by activity window: If you need a large number of numbers, split the list into batches and detect 7‑day and 30‑day activity separately. For example, out of 1 million numbers, take 500,000 for 7‑day activity detection; the remaining 500,000 for 30‑day activity detection. This lets you design different outreach strategies based on the activity window (shorter scripts for 7‑day users, gentler approaches for 30‑day users).
3. Enable Telegram notifications: Receive messages immediately after tasks are completed, saving waiting time.
4. Periodically review balance and detection records: The console provides a “spending detail” log. Check weekly to confirm each detection deduction is reasonable.
5. Optimize scripts using gender data: Gender labels from detection results can help tailor conversation scripts (e.g., focus on product features for male users, emotional resonance for female users), improving response rates.

Practical Tips and Considerations for Post‑Generation Telegram Number Detection

• Number format must include the international dialing code (e.g., Indonesia +62, USA +1). The generation module provides standard format by default, but if you import via CSV, ensure numbers have “+” or the country code prefix.
• Avoid submitting the same numbers to different platforms repeatedly: Although the system automatically deduplicates (no fee), it still occupies task processing resources. Plan the detection order — e.g., run TG detection first, then WhatsApp detection — and try to complete cross‑platform detection in one go (KK‑DATA supports simultaneous multi‑platform detection; see documentation).
• Be mindful of peak hours: On regular workdays (9:00–18:00 Beijing time), task processing may be slower. Consider submitting large batches at night or on weekends.
• Balance warning: Before submitting a large task, confirm your balance can cover the estimated fee. If the balance runs out during a task, the system pauses the task; you’ll need to top up and manually resume it.
• Do not repeatedly detect the same number for different activity windows: If you first detected 30‑day activity and later want to detect 7‑day activity, the system will charge because you selected “Force Re‑detect.” The correct practice is to check both “7‑day activity” and “30‑day activity” in the first detection, completing everything at once.

Frequently Asked Questions

Q: Can I directly submit generated numbers for Telegram detection? Do I need extra processing?
A: Yes. After generation, you can directly use the number list as input for a detection task. No manual cleaning is needed. KK‑DATA automatically validates number format and deduplicates, ensuring the submitted numbers are standard and compliant.

Q: How is the detection fee calculated? What if my balance is insufficient?
A: Detection is charged per record. The unit price per record depends on the detection type (registration/activity/gender, etc.). The estimated total fee is shown before submission. If your balance is insufficient, you cannot submit. You need to top up via USDT (TRC20). The minimum top‑up is about 50 USDT; balance updates automatically after top‑up.

Q: What is the maximum number of Telegram numbers I can detect in one task?
A: A single task can handle up to about 1 million numbers. For larger volumes, split into multiple tasks or contact business support (https://t.me/kkdata_bs).

Q: Does the detection result include tgid? How is it useful?
A: Yes, tgid export is supported. tgid can be used for batch group joining, direct messaging, or other automation operations, avoiding reach issues caused by number filtering. Note: Only numbers with a registered Telegram account have a tgid.

Q: How can I avoid wasting money on repeated detection of the same number?
A: Use KK‑DATA’s data deduplication vault feature. The system automatically marks already‑detected numbers. When submitting a new task, check the “Enable Deduplication” option. If you need to update the activity status, use the “Force Re‑detect” function (which will incur fees).

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Start building your first Number Generation → TG Detection pipeline now:
Log in to the console at https://app.kkdata.cc/. Generate numbers for free, then submit a detection task.
View detailed illustrated guide: Official documentation https://docs.kkdata.cc/
Need help? Contact Telegram support directly @kkdata_cc for one‑on‑one assistance.