Managed Telegram Number Screening Report: A Complete Guide to Improving Client Delivery Quality and Efficiency

If you run an agency operation focused on overseas customer acquisition, you deal with phone numbers every day: Telegram number screening, WhatsApp validity checks, activity analysis… But do you know what truly determines whether a client renews? It’s often not the screening results themselves, but the screening report you deliver to the client. A well-structured, indicator-rich managed Telegram number screening report lets clients see the data value at a glance and proactively request more services; while a simple Excel table with a few columns of numbers may make clients doubt your professionalism.

This article will help you build a standardized process for creating and delivering managed Telegram number screening reports from four perspectives: scenario comparison, core indicators, practical steps, and common pitfalls. Whether you’re a solo developer just starting out or a team serving multiple clients, you’ll find actionable improvements here.

---

What Is a Managed Telegram Number Screening Report? Why Does It Determine Client Renewal?

A managed Telegram number screening report is a structured data analysis document submitted to the client after the agency team completes batch number screening. It includes not only detection results such as account activation, validity, and activity, but also decision-making dimensions like gender distribution, deduplication records, and marketing recommendations. Compared to the raw results exported directly by individuals using screening tools, a managed report is more like a “data health check,” allowing clients to see a clear return on investment after payment.

The core reason clients renew is quantifiable results. If you simply send the screened number list to the client each time, it’s hard for them to assess the value—they don’t know the activation rate, activity level, or gender ratio, so naturally they can’t evaluate customer acquisition costs. A complete managed Telegram number screening report directly answers three questions:

• How many of these numbers can be reached via direct message? (validity rate)
• Who has been online recently and is suitable for immediate marketing? (activity)
• Who is more likely to be a target user? (gender and profile)

This is the professional value of the report. Below, we’ll use a pair of virtual scenarios to show you the difference.

---

[Scenario Case] A Failed Delivery vs. A Successful Delivery

Failed Case: Data Dumping, Client Can’t See Value

Client A asked an agency team to screen 500,000 Telegram numbers. The team submitted an “activation check + 7-day activity check” task on KK-DATA, downloaded the CSV file, and sent it directly to the client. The file contained 200,000 rows of numbers, each marked “valid,” “invalid,” “active,” or “inactive.” The client was confused: “How many of these numbers can actually be used for bulk messaging? What’s the gender ratio? Which numbers have been checked before?” The team couldn’t answer. The client felt their 2,000 yuan expense hadn’t produced clear value and did not renew the next month.

Successful Case: Clear Report, Client Proactively Adds Orders

Client B also needed to screen 500,000 numbers. The team first clarified the client’s needs: they wanted to focus on recently active male users for financial product promotion. Using KK-DATA’s “Telegram Screening” feature, they simultaneously selected “activation check,” “7-day activity check,” and “gender identification,” and used the data deduplication warehouse to exclude previously checked numbers. After the task was completed, the team created a PDF report containing:

• Total sample: 500,000
• Activation rate: 23.1% (115,500 activated)
• 7-day activity rate: 8.7% (43,500 active)
• Male proportion: 62% (70,000) → of which active males: 27,000
• Deduplication note: 5,000 historical duplicates excluded, saving 25 yuan in detection fees
• Recommended plan: First use active male data for the initial round of DMs, test conversion rate, then expand

After reading the report, the client immediately decided to add 500,000 WhatsApp number checks and proactively asked if gender identification services were available.

Key Difference: From “Detection Results” to “Decision Basis”

The failed case only provided “detection results” (whether numbers are activated/active), while the successful case provided “decision basis” (which numbers are worth targeting first, gender profile, duplication rate). The value of agency operations lies precisely in converting raw data into actionable analytical reports. This requires you to master the selection and presentation of the following core indicators.

---

What Core Indicators Should a Professional Managed Screening Report Include?

Validity Rate and Activity Level: The Two Numbers Clients Care About Most

• Validity rate (activation rate): The proportion of numbers marked as “activated” through Telegram registration detection. Activation only means the number has a registered Telegram account, not that it can currently receive messages (it may be banned or offline). For clients doing bulk messaging, this number determines the reach base.
• Activity level: Divided by last online time, usually with 7-day/15-day/30-day windows. 7-day active means recently highly online, suitable for “spark” marketing; 30-day active covers users with some stickiness. For clients doing DM promotions, activity level directly affects reply rates.

It is recommended to output multiple activity windows in the report and compare them with a bar chart to help clients understand the balance between different audience sizes and activity strengths.

Gender Identification: Added Value for Targeted Marketing

KK-DATA’s gender identification is based on AI analysis of profile pictures, with an accuracy of about 80%-90%. Although it cannot replace manual judgment, it can greatly save manpower costs in million-level screening scenarios. For example, a skincare client only wants female users; you can separately list the sample size of “female activated and 7-day active” in the report and give suggestions: directly export these numbers for campaigns, with an expected conversion rate 2-3 times higher than random numbers.

Note: The report should indicate the basis for gender identification (profile picture AI + nickname language supplement) to avoid over-reliance by clients.

---

How to Create and Deliver a High-Quality Screening Report Step by Step

Step 1: Clarify Client Requirements, Set Screening Parameters

When communicating with the client, confirm at least the following information:

• Target platform: Telegram, WhatsApp, iMessage, etc.
• Detection type: Only activation check? Or activity + gender?
• Activity window: 7 days/15 days/30 days? Or all?
• Number source: Client’s own number file, or to be randomly generated via the “Global Number Generation” module?
• Deduplication requirement: Whether to exclude numbers already detected for this client in the past?

Practical advice: After each communication, ask the client to sign a requirement confirmation form (or keep chat records) to avoid future disputes. When submitting a task in KK-DATA, save screenshots of the parameters and put them in the report appendix.

Step 2: Submit the Screening Task and Monitor Progress

Log in to the KK-DATA Console and follow these steps:

1. Upload number file: Supports CSV/TXT, up to about 1 million numbers at a time.
2. Select detection type: Check “Telegram Screening” options: activation, validity, activity, gender, etc.
3. Enable deduplication: If the client has previously detected numbers in KK-DATA, first import the historical numbers into the “deduplication warehouse”; the new task will automatically skip already detected records.
4. Set task notification: Check “Telegram notification upon task completion” to get alerts via @kkdata_robot.
5. Check estimated cost: Before submission, the system displays the estimated deduction amount for this task. Ensure sufficient balance.

Task runtime depends on number volume and detection type. For example, 100,000 numbers with only activation check usually takes 5-10 minutes; if doing activity + gender, about 15-30 minutes. You can monitor real-time status via the task progress bar in the console.

Step 3: Export Data, Organize Report Template

After the task is completed, click “Export” on the task details page and select CSV or TXT format. It is recommended to export the following fields:

• Number
• Activation status (1/0)
• Validity status (1/0)
• Activity timestamp (last online date)
• Gender (male/female/unknown)
• Duplicate status (original/deduplicated)

Report template example:

1. Execution Overview
   - Task ID: T12345
   - Total sample: 50,000
   - Completion time: 2025-03-25 10:30
2. Core Indicators
   - Activation rate: 23.1% (11,550)
   - 7-day activity rate: 8.7% (4,350)
   - Male proportion: 62% (7,170) → of which 7-day active males: 2,697
3. Deduplication Note
   - Historical duplicates: 5,000 (excluded, saving approx. 250 yuan in detection fees)
4. Data Visualization
   - [Attach bar chart: activated vs. not activated, 7-day active vs. 15-day active vs. 30-day active]
5. Marketing Suggestions
   - Recommend prioritizing "7-day active male" numbers (2,697) for financial product promotion
   - Later can supplement "7-day active female" numbers (1,653) for beauty category testing

Step 4: Deliver and Communicate, Interpret Data-Backed Recommendations

When delivering the report via email or WeChat, don’t just attach the file. Include a brief interpretation:

“Mr. Wang, the screening is complete. Among 50,000 numbers, the activation rate is 23%, with 2,697 7-day active males. I suggest running a test with this batch first. If the DM reply rate exceeds 10%, we can expand to the 15-day active group. Also, I saw 5,000 numbers you had previously detected in the deduplication warehouse; they were automatically skipped, saving you 250 yuan.”

Such communication makes the client feel you not only know how to operate tools but also provide strategic value-added services.

---

What’s the Difference Between a Managed Screening Report and a Regular Screening Report?

Dimension	Regular Screening Report (Personal Use)	Managed Screening Report (Team Delivery)
Deliverable	Raw CSV file	Structured PDF/PPT report with charts and text interpretation
Indicators	Only numbers and status	Includes validity rate, activity, gender, duplication rate, source description
Deduplication	Rarely done, or manual check	Forced deduplication with quantified cost savings
Marketing suggestions	None	Combined with client business scenario, gives prioritization recommendations
Anti-fraud reminder	None	Attaches official customer service verification link to reduce impersonation risk

The essence of a managed screening report is consulting service productization. What clients pay you for is not just the screening operation fee, but also data interpretation and strategic advice. When you can provide insights that a regular screening report cannot, your service premium expands.

---

Common Pitfalls and Best Practices in Screening Report Delivery

• Pitfall 1: No deduplication causes wasted client budget on duplicate data
  If historical numbers are not excluded, the new task will charge again for the same numbers. Agency teams need to establish a client deduplication warehouse and import old data before each new task. Showing “this deduplication saved X yuan” in the report significantly boosts trust.

• Pitfall 2: Unclear definition of activity windows
  Different platforms define “active” differently. For example, Telegram’s “7-day active” means any login in the last 7 days, while “30-day active” may include frozen accounts. The report should clearly state: “Activity in this report is based on Telegram’s last online timestamp; 7 days means ≤7 days, not continuous online status.”

• Pitfall 3: Failure to verify accuracy of Telegram gender identification
  Gender identification based on profile picture AI may have 5%-10% misjudgment. It is recommended to note in the report: “Gender determination is for reference only; sample verification is advised before actual campaigns. Special avatars (anime, landscapes) are marked as unknown.”

---

Summary: Standardized Reports = The Moat of Agency Operations

As more teams flood into the number screening agency track, your differentiation advantage lies not in lower prices but in more professional delivery. A standardized report including validity rate, activity, gender, deduplication notes, and marketing suggestions can turn a client from “let’s try this once” to “long-term cooperation.”

KK-DATA provides a full set of tools from number generation, multi-platform screening to data deduplication, helping you efficiently complete the detection phase. And the effort you put into creating the report is your irreplaceable core competitiveness as an agency team. Starting today, finalize your report template, attach interpretation suggestions to every client delivery, and you’ll see the change in client renewal rates.

---

Frequently Asked Questions

Q: What validity rate can a managed Telegram number screening report typically achieve?
A: The validity rate depends on the quality of the number source. If using globally randomly generated numbers, the activation rate is usually between 5%-30%; if from a cleaned industry database, it can reach 40%-70%. It is recommended to note the sample source in the report for client understanding.

Q: How should I choose the activity window (7/15/30 days) for the screening report?
A: It depends on the client’s marketing goals. 7-day active indicates recent high online activity, suitable for quick-response marketing; 30-day active represents some stickiness, suitable for brand maintenance. A common practice is to output multiple activity windows simultaneously and let the client choose.

Q: How can an agency team avoid wasting balance by rechecking the same numbers?
A: Use a data deduplication tool. For example, in KK-DATA, before submitting a new task, upload historical numbers to the deduplication warehouse; the system automatically filters out already detected numbers. Also reflect the effective sample size after deduplication in the report to increase client trust.

Q: How accurate is gender identification in the screening report? Can it replace manual judgment?
A: Gender identification is based on profile picture AI analysis, with an accuracy of about 80%-90%, suitable for batch screening of male/female user groups. However, it cannot fully replace manual judgment; it is recommended as a cost-saving auxiliary tool. Sample verification can be done before final campaigns.

Q: How long does it take to deliver a managed screening report to the client?
A: It depends on the number of numbers and detection type. For example, 100,000 Telegram numbers using KK-DATA typically complete in 10-30 minutes; plus report creation, it is recommended to deliver within 1-2 hours. You can monitor progress in real-time via Telegram task notifications.

---

Now you have mastered the core framework for creating a managed screening report. The next step is hands-on practice: log in to the KK-DATA Console to create a test task, or add two-way contact customer service https://t.me/kkdata_robot for operation guidance. The official website https://kkdata.cc/ and documentation https://docs.kkdata.cc/ also provide detailed feature introductions and billing instructions to help you get started quickly.